# Structured Panel Benchmark Cumulative History

This document tracks historical runs of the comprehensive structured panel benchmark across PIZD versions and commits.

---

## Benchmark Run: 2026-10-25T05:28:57.250255+00:00 (Preset: all)

- **Version**: `pizd 6.0.0-rc9`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `6707e9d3f7346288ad2325caed8b23f9c0cfdb0a132abb128363b413c8e3df6b`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `ff9ee3e`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 11/18 | Compression Speed: 1/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Native (-s / small) | 5.67 MB | 0.25 MB | 4.38% | 95.62% | 4815.8 ms | 1.2 MB/s | 28.0 ms | 202.6 MB/s | OK (All 100%)
PIZD Hybrid (-s / small) | 5.67 MB | 0.25 MB | 4.44% | 95.56% | 612.8 ms | 9.3 MB/s | 23.2 ms | 244.2 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.57% | 92.43% | 135.3 ms | 41.9 MB/s | 20.5 ms | 277.2 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.44 MB | 7.72% | 92.28% | 43.1 ms | 131.6 MB/s | 9.0 ms | 627.4 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 173.1 ms | 32.8 MB/s | 14.3 ms | 397.4 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 98.7 ms | 57.5 MB/s | 10.9 ms | 522.1 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 17.5 ms | 323.3 MB/s | 8.3 ms | 683.5 MB/s | OK (All 100%)
Zstandard L3 (reused workspace) | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 16.3 ms | 347.5 MB/s | 7.6 ms | 750.3 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Native (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Native (-f / fast) | 10/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 10/18 | 1/18 | 11/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 15/18 |
| Gzip L6 | 17/18 | 17/18 | 13/18 |
| Zstandard L3 | 18/18 | 1/18 | 13/18 |
| Zstandard L3 (reused workspace) | 18/18 | 1/18 | 11/18 |

---

## Benchmark Run: 2026-10-23T07:31:54.968088+00:00 (Preset: all)

- **Version**: `pizd 6.0.0-rc8`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `c7cdd3ce8b3f6c187f6fa0975ca64cda4241d0fbd243644fec4a379cb70116cf`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `ff9ee3e`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 11/18 | Compression Speed: 1/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.24 MB | 4.32% | 95.68% | 487.6 ms | 11.6 MB/s | 22.3 ms | 254.7 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.25 MB | 4.38% | 95.62% | 4203.1 ms | 1.3 MB/s | 27.2 ms | 208.8 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.56% | 92.44% | 109.2 ms | 51.9 MB/s | 18.0 ms | 315.2 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.43 MB | 7.66% | 92.34% | 33.8 ms | 167.8 MB/s | 7.3 ms | 781.1 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 140.0 ms | 40.5 MB/s | 11.9 ms | 476.1 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 80.8 ms | 70.2 MB/s | 9.3 ms | 609.8 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 14.1 ms | 403.5 MB/s | 7.1 ms | 800.3 MB/s | OK (All 100%)
Zstandard L3 (reused workspace) | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 13.0 ms | 435.7 MB/s | 6.2 ms | 907.5 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Native (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-f / fast) | 10/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 10/18 | 1/18 | 11/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 17/18 |
| Gzip L6 | 17/18 | 17/18 | 14/18 |
| Zstandard L3 | 18/18 | 1/18 | 11/18 |
| Zstandard L3 (reused workspace) | 18/18 | 1/18 | 11/18 |

---

## Benchmark Run: 2026-10-22T21:47:33.133618+00:00 (Preset: all)

- **Version**: `pizd 6.0.0-rc5`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `29e82e715f93878b48b22d28a9973b722ca5e84cfa5ca02b3e9b0da807366798`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `ff9ee3e`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 12/18 | Compression Speed: 1/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.24 MB | 4.32% | 95.68% | 485.7 ms | 11.7 MB/s | 25.0 ms | 226.8 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.25 MB | 4.43% | 95.57% | 867.9 ms | 6.5 MB/s | 28.0 ms | 202.8 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.60% | 92.40% | 67.0 ms | 84.6 MB/s | 15.6 ms | 364.5 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.43 MB | 7.66% | 92.34% | 33.4 ms | 169.6 MB/s | 7.0 ms | 813.8 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 139.9 ms | 40.5 MB/s | 11.6 ms | 487.3 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 80.5 ms | 70.5 MB/s | 8.9 ms | 635.9 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 14.4 ms | 394.6 MB/s | 6.8 ms | 835.6 MB/s | OK (All 100%)
Zstandard L3 (reused workspace) | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 12.8 ms | 442.6 MB/s | 6.1 ms | 929.3 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-f / fast) | 10/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 10/18 | 1/18 | 12/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 17/18 |
| Gzip L6 | 17/18 | 17/18 | 15/18 |
| Zstandard L3 | 18/18 | 1/18 | 13/18 |
| Zstandard L3 (reused workspace) | 18/18 | 1/18 | 12/18 |

---

## Benchmark Run: 2026-10-22T20:05:07.203782+00:00 (Preset: all)

- **Version**: `pizd 6.0.0-rc2`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `ee4a61fab4c4609449deafb28bdef098730578224a55092711fbc852ec2bc67a`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `ff9ee3e`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 9/18 | Compression Speed: 1/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.24 MB | 4.32% | 95.68% | 578.0 ms | 9.8 MB/s | 29.8 ms | 190.2 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.25 MB | 4.43% | 95.57% | 1032.5 ms | 5.5 MB/s | 33.4 ms | 169.9 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.60% | 92.40% | 81.5 ms | 69.6 MB/s | 18.9 ms | 300.1 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.43 MB | 7.66% | 92.34% | 65.4 ms | 86.7 MB/s | 8.4 ms | 673.5 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 165.0 ms | 34.4 MB/s | 14.0 ms | 403.7 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 93.7 ms | 60.5 MB/s | 10.6 ms | 532.9 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 17.0 ms | 334.3 MB/s | 8.0 ms | 707.5 MB/s | OK (All 100%)
Zstandard L3 (reused workspace) | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 15.4 ms | 367.2 MB/s | 7.5 ms | 756.5 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Native (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-f / fast) | 10/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 10/18 | 1/18 | 9/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 17/18 |
| Gzip L6 | 17/18 | 16/18 | 13/18 |
| Zstandard L3 | 18/18 | 1/18 | 11/18 |
| Zstandard L3 (reused workspace) | 18/18 | 1/18 | 9/18 |

---

## Benchmark Run: 2026-10-22T06:50:49.030539+00:00 (Preset: all)

- **Version**: `pizd 6.0.0-rc1`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `1b56e387b123990033c571a1d6a9ffd4a0e75406795bfefcc0c53cb2989e3b9c`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `ff9ee3e`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 11/18 | Compression Speed: 1/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.24 MB | 4.32% | 95.68% | 522.3 ms | 10.9 MB/s | 25.7 ms | 220.7 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.25 MB | 4.43% | 95.57% | 584.9 ms | 9.7 MB/s | 29.1 ms | 195.0 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.43 MB | 7.66% | 92.34% | 34.7 ms | 163.6 MB/s | 7.1 ms | 793.9 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.44 MB | 7.70% | 92.30% | 62.2 ms | 91.2 MB/s | 15.8 ms | 359.2 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 145.5 ms | 39.0 MB/s | 12.4 ms | 458.4 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 81.8 ms | 69.3 MB/s | 9.2 ms | 614.4 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 14.3 ms | 395.6 MB/s | 7.4 ms | 763.1 MB/s | OK (All 100%)
Zstandard L3 (reused workspace) | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 13.3 ms | 427.1 MB/s | 6.4 ms | 890.8 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 10/18 | 1/18 | 11/18 |
| PIZD Native (-f / fast) | 10/18 | 0/18 | 0/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 17/18 |
| Gzip L6 | 17/18 | 17/18 | 13/18 |
| Zstandard L3 | 18/18 | 1/18 | 12/18 |
| Zstandard L3 (reused workspace) | 18/18 | 1/18 | 11/18 |

---

## Benchmark Run: 2026-10-22T04:07:42.365531+00:00 (Preset: fast)

- **Version**: `pizd 5.0.0-rc7`
- **Configuration filter**: `fast` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `0c6fdab00de7d66f166edd9d2bc8a73bc694f646a60c64db3e60b34ced2a93d2`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `ff9ee3e`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 10/18 | Decompression Speed: 7/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-f) | 5.67 MB | 0.43 MB | 7.66% | 92.34% | 35.3 ms | 160.7 MB/s | 8.3 ms | 685.9 MB/s | OK (All 100%)
PIZD Native (-f) | 5.67 MB | 0.44 MB | 7.70% | 92.30% | 77.2 ms | 73.4 MB/s | 22.2 ms | 255.1 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 130.6 ms | 43.4 MB/s | 12.3 ms | 460.3 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 82.0 ms | 69.1 MB/s | 9.4 ms | 602.9 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 15.7 ms | 361.9 MB/s | 7.5 ms | 758.4 MB/s | OK (All 100%)
Zstandard L3 (reused workspace) | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 13.5 ms | 420.3 MB/s | 6.4 ms | 884.5 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-f) | 10/18 | 0/18 | 7/18 |
| PIZD Native (-f) | 10/18 | 0/18 | 0/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 10/18 | 18/18 | 16/18 |
| Gzip L6 | 13/18 | 17/18 | 13/18 |
| Zstandard L3 | 17/18 | 0/18 | 12/18 |
| Zstandard L3 (reused workspace) | 17/18 | 1/18 | 7/18 |

---

## Benchmark Run: 2026-10-22T03:23:58.393390+00:00 (Preset: all)

- **Version**: `pizd 5.0.0-rc7`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `01114fdde7b4390bc75e5390cf705e30220c3dd7583e5567f730e7c9191d2bf6`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `ff9ee3e`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 9/18 | Compression Speed: 1/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.24 MB | 4.32% | 95.68% | 457.8 ms | 12.4 MB/s | 22.8 ms | 248.4 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.25 MB | 4.43% | 95.57% | 531.2 ms | 10.7 MB/s | 26.5 ms | 213.6 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.43 MB | 7.66% | 92.34% | 32.1 ms | 176.9 MB/s | 6.6 ms | 856.3 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.44 MB | 7.70% | 92.30% | 57.2 ms | 99.1 MB/s | 14.6 ms | 387.1 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 129.8 ms | 43.7 MB/s | 11.3 ms | 503.0 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 74.9 ms | 75.7 MB/s | 8.5 ms | 665.1 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 13.0 ms | 435.9 MB/s | 6.2 ms | 914.1 MB/s | OK (All 100%)
Zstandard L3 (reused workspace) | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 12.2 ms | 465.0 MB/s | 5.8 ms | 977.2 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 10/18 | 1/18 | 9/18 |
| PIZD Native (-f / fast) | 10/18 | 0/18 | 0/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 17/18 |
| Gzip L6 | 17/18 | 17/18 | 14/18 |
| Zstandard L3 | 18/18 | 1/18 | 13/18 |
| Zstandard L3 (reused workspace) | 18/18 | 1/18 | 10/18 |

---

## Benchmark Run: 2026-10-21T11:45:50.747658+00:00 (Preset: all)

- **Version**: `pizd 5.0.0-rc6`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `e057204662979b6f6d9be3464f4adf3aeae9630b331ce31be85980906e0571ae`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `ff9ee3e`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 4/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.24 MB | 4.32% | 95.68% | 497.6 ms | 11.4 MB/s | 25.7 ms | 220.5 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.25 MB | 4.43% | 95.57% | 574.4 ms | 9.9 MB/s | 29.0 ms | 195.3 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 38.5 ms | 147.5 MB/s | 10.4 ms | 546.1 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.44 MB | 7.70% | 92.30% | 60.9 ms | 93.1 MB/s | 15.0 ms | 377.9 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 145.2 ms | 39.1 MB/s | 12.2 ms | 464.4 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 80.9 ms | 70.1 MB/s | 9.4 ms | 605.8 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 14.5 ms | 390.2 MB/s | 7.1 ms | 793.3 MB/s | OK (All 100%)
Zstandard L3 (reused workspace) | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 13.3 ms | 427.3 MB/s | 6.4 ms | 886.3 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Native (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 3/18 |
| PIZD Native (-f / fast) | 10/18 | 0/18 | 0/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 15/18 |
| Gzip L6 | 17/18 | 17/18 | 10/18 |
| Zstandard L3 | 18/18 | 0/18 | 7/18 |
| Zstandard L3 (reused workspace) | 18/18 | 0/18 | 4/18 |

---

## Benchmark Run: 2026-10-21T09:00:56.106257+00:00 (Preset: all)

- **Version**: `pizd 5.0.0-rc6`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `a7d1d92fde5e1844f23fe5ac827d012137182ef8d87e893ab5848802086c6073`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `ff9ee3e`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 6/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.24 MB | 4.32% | 95.68% | 607.1 ms | 9.3 MB/s | 28.3 ms | 200.3 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.25 MB | 4.43% | 95.57% | 704.7 ms | 8.0 MB/s | 33.8 ms | 167.5 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 46.2 ms | 122.8 MB/s | 12.7 ms | 446.6 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.44 MB | 7.70% | 92.30% | 69.0 ms | 82.2 MB/s | 17.8 ms | 318.5 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 169.3 ms | 33.5 MB/s | 14.6 ms | 387.9 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 95.2 ms | 59.5 MB/s | 11.1 ms | 512.9 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 16.7 ms | 339.6 MB/s | 8.2 ms | 690.9 MB/s | OK (All 100%)
Zstandard L3 (reused workspace) | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 15.4 ms | 367.2 MB/s | 7.4 ms | 765.0 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Native (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 5/18 |
| PIZD Native (-f / fast) | 10/18 | 0/18 | 0/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 15/18 |
| Gzip L6 | 17/18 | 16/18 | 8/18 |
| Zstandard L3 | 18/18 | 0/18 | 6/18 |
| Zstandard L3 (reused workspace) | 18/18 | 0/18 | 6/18 |

---

## Benchmark Run: 2026-10-20T04:18:52.633386+00:00 (Preset: all)

- **Version**: `pizd 5.0.0-rc5`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `982f37932de7290ef13c3eef3fcf201103d92525db8459f3d6d8f4aa2f688867`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `594ed80`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 1/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.25 MB | 4.33% | 95.67% | 552.5 ms | 10.3 MB/s | 27.1 ms | 209.5 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.25 MB | 4.45% | 95.55% | 521.1 ms | 10.9 MB/s | 26.6 ms | 213.1 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.06% | 92.94% | 31.0 ms | 182.6 MB/s | 12.4 ms | 458.9 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.44 MB | 7.70% | 92.30% | 57.1 ms | 99.4 MB/s | 14.5 ms | 391.7 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 133.5 ms | 42.5 MB/s | 11.2 ms | 506.0 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 81.8 ms | 69.3 MB/s | 8.7 ms | 648.1 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 13.5 ms | 419.8 MB/s | 6.0 ms | 938.1 MB/s | OK (All 100%)
Zstandard L3 (reused workspace) | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 12.0 ms | 470.9 MB/s | 5.5 ms | 1025.1 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 1/18 |
| PIZD Native (-f / fast) | 10/18 | 0/18 | 0/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 11/18 |
| Gzip L6 | 17/18 | 17/18 | 6/18 |
| Zstandard L3 | 18/18 | 1/18 | 2/18 |
| Zstandard L3 (reused workspace) | 18/18 | 0/18 | 1/18 |

---

## Benchmark Run: 2026-10-18T18:56:52.210851+00:00 (Preset: all)

- **Version**: `pizd 5.0.0-rc3`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `95711abfb81099e1c50c0a031b97613f8b8d5a3352f8b5c553cb245cda661629`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `594ed80`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 1/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.79% | 95.21% | 203.3 ms | 27.9 MB/s | 20.4 ms | 277.8 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.28 MB | 5.00% | 95.00% | 291.5 ms | 19.5 MB/s | 20.7 ms | 273.6 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.06% | 92.94% | 29.7 ms | 191.2 MB/s | 13.1 ms | 432.5 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.44 MB | 7.70% | 92.30% | 59.6 ms | 95.2 MB/s | 16.3 ms | 347.7 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 141.9 ms | 40.0 MB/s | 11.7 ms | 485.0 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 78.3 ms | 72.5 MB/s | 8.7 ms | 649.5 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 13.8 ms | 411.7 MB/s | 7.0 ms | 807.9 MB/s | OK (All 100%)
Zstandard L3 (reused workspace) | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 12.3 ms | 459.3 MB/s | 5.8 ms | 975.3 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 1/18 |
| PIZD Native (-f / fast) | 10/18 | 0/18 | 0/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 12/18 |
| Gzip L6 | 17/18 | 18/18 | 6/18 |
| Zstandard L3 | 18/18 | 0/18 | 6/18 |
| Zstandard L3 (reused workspace) | 18/18 | 0/18 | 2/18 |

---

## Benchmark Run: 2026-10-18T18:56:20.598344+00:00

**Measurement note:** This run overlapped a short focused replay. It is retained as a contended capture; the subsequent quiet run supplies current speed conclusions. (Preset: all)

- **Version**: `pizd 5.0.0-rc3`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `95711abfb81099e1c50c0a031b97613f8b8d5a3352f8b5c553cb245cda661629`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `594ed80`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 3/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.79% | 95.21% | 234.4 ms | 24.2 MB/s | 22.8 ms | 248.5 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.28 MB | 5.00% | 95.00% | 374.2 ms | 15.2 MB/s | 26.8 ms | 211.7 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.06% | 92.94% | 69.2 ms | 81.9 MB/s | 28.0 ms | 202.3 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.44 MB | 7.70% | 92.30% | 72.4 ms | 78.4 MB/s | 19.1 ms | 297.4 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 157.7 ms | 36.0 MB/s | 13.7 ms | 413.9 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 87.2 ms | 65.0 MB/s | 9.7 ms | 582.8 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 17.8 ms | 319.4 MB/s | 8.6 ms | 658.8 MB/s | OK (All 100%)
Zstandard L3 (reused workspace) | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 15.8 ms | 358.1 MB/s | 7.8 ms | 728.7 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 3/18 |
| PIZD Native (-f / fast) | 10/18 | 0/18 | 1/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 12/18 |
| Gzip L6 | 17/18 | 18/18 | 6/18 |
| Zstandard L3 | 18/18 | 1/18 | 5/18 |
| Zstandard L3 (reused workspace) | 18/18 | 0/18 | 4/18 |

---

## Benchmark Run: 2026-10-18T03:52:52.348706+00:00 (Preset: fast)

- **Version**: `pizd 4.3.6`
- **Configuration filter**: `fast` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `d9bc1a86b5303f2331e785fec486b682d5579824e7fec40733dfa05521c3ebe3`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `594ed80`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 11/18 | Decompression Speed: 2/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-f) | 5.67 MB | 0.40 MB | 7.06% | 92.94% | 32.2 ms | 176.1 MB/s | 14.2 ms | 400.6 MB/s | OK (All 100%)
PIZD Native (-f) | 5.67 MB | 0.44 MB | 7.70% | 92.30% | 57.1 ms | 99.3 MB/s | 15.0 ms | 377.4 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 122.7 ms | 46.2 MB/s | 11.1 ms | 510.8 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 74.2 ms | 76.4 MB/s | 8.5 ms | 665.6 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 13.6 ms | 417.1 MB/s | 6.5 ms | 872.9 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-f) | 11/18 | 0/18 | 2/18 |
| PIZD Native (-f) | 10/18 | 0/18 | 1/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 11/18 | 18/18 | 7/18 |
| Gzip L6 | 15/18 | 17/18 | 4/18 |
| Zstandard L3 | 18/18 | 0/18 | 2/18 |

---

## Benchmark Run: 2026-10-18T03:52:44.971297+00:00 (Preset: small)

- **Version**: `pizd 4.3.6`
- **Configuration filter**: `small` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `d9bc1a86b5303f2331e785fec486b682d5579824e7fec40733dfa05521c3ebe3`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `594ed80`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 2/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s) | 5.67 MB | 0.27 MB | 4.79% | 95.21% | 310.9 ms | 18.2 MB/s | 18.0 ms | 315.7 MB/s | OK (All 100%)
PIZD Native (-s) | 5.67 MB | 0.28 MB | 5.00% | 95.00% | 273.4 ms | 20.7 MB/s | 17.2 ms | 330.0 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 129.7 ms | 43.7 MB/s | 11.3 ms | 501.6 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 72.6 ms | 78.1 MB/s | 8.4 ms | 671.7 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 11.7 ms | 485.9 MB/s | 6.6 ms | 855.7 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s) | 17/18 | 0/18 | 2/18 |
| PIZD Native (-s) | 17/18 | 0/18 | 0/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 0/18 | 8/18 |
| Gzip L6 | 17/18 | 0/18 | 2/18 |
| Zstandard L3 | 18/18 | 0/18 | 2/18 |

---

## Benchmark Run: 2026-10-18T03:52:32.857221+00:00 (Preset: all)

- **Version**: `pizd 4.3.6`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `d9bc1a86b5303f2331e785fec486b682d5579824e7fec40733dfa05521c3ebe3`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `594ed80`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 4/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.79% | 95.21% | 299.0 ms | 19.0 MB/s | 18.1 ms | 312.6 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.28 MB | 5.00% | 95.00% | 279.2 ms | 20.3 MB/s | 18.5 ms | 306.1 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.06% | 92.94% | 32.0 ms | 177.5 MB/s | 12.5 ms | 454.4 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.44 MB | 7.70% | 92.30% | 59.6 ms | 95.1 MB/s | 15.6 ms | 362.4 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 131.6 ms | 43.1 MB/s | 11.7 ms | 483.8 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 76.6 ms | 74.0 MB/s | 8.7 ms | 653.6 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 14.1 ms | 403.6 MB/s | 7.0 ms | 811.3 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Native (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 4/18 |
| PIZD Native (-f / fast) | 10/18 | 0/18 | 1/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 12/18 |
| Gzip L6 | 17/18 | 17/18 | 6/18 |
| Zstandard L3 | 18/18 | 0/18 | 5/18 |

---

## Benchmark Run: 2026-10-17T18:36:25.986686+00:00 (Preset: all)

- **Version**: `pizd 4.3.3`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `51eb483b3d36f0a8888b85e66fe407a1c82228175f2f1c4b7625ceb6c8894543`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 3/18 | Compression Speed: 2/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.83% | 95.17% | 229.4 ms | 24.7 MB/s | 40.4 ms | 140.3 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.28 MB | 5.02% | 94.98% | 180.5 ms | 31.4 MB/s | 24.1 ms | 235.3 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.06% | 92.94% | 40.3 ms | 140.7 MB/s | 16.0 ms | 355.3 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.44 MB | 7.70% | 92.30% | 73.5 ms | 77.1 MB/s | 19.2 ms | 295.5 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 164.9 ms | 34.4 MB/s | 14.1 ms | 403.0 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 92.3 ms | 61.4 MB/s | 10.5 ms | 539.5 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 18.1 ms | 312.9 MB/s | 8.6 ms | 659.1 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Native (-s / small) | 16/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 2/18 | 3/18 |
| PIZD Native (-f / fast) | 10/18 | 0/18 | 1/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 12/18 |
| Gzip L6 | 17/18 | 18/18 | 8/18 |
| Zstandard L3 | 18/18 | 2/18 | 5/18 |

---

## Benchmark Run: 2026-10-14T21:20:18.869956+00:00 (Preset: all)

- **Version**: `pizd 4.1.0`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `79756951ad9cc893ab6f88edcb1c499f3c2c2966c1630632f801c3ead3768a65`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 4/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.84% | 95.16% | 865.1 ms | 6.6 MB/s | 59.1 ms | 96.0 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.30 MB | 5.23% | 94.77% | 798.0 ms | 7.1 MB/s | 60.1 ms | 94.4 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 80.6 ms | 70.3 MB/s | 35.2 ms | 161.3 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.44 MB | 7.78% | 92.22% | 176.7 ms | 32.1 MB/s | 44.5 ms | 127.3 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 354.3 ms | 16.0 MB/s | 31.2 ms | 182.0 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 208.0 ms | 27.3 MB/s | 23.7 ms | 239.0 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 37.5 ms | 151.0 MB/s | 18.3 ms | 310.7 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 15/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 3/18 |
| PIZD Native (-f / fast) | 10/18 | 0/18 | 1/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 10/18 |
| Gzip L6 | 17/18 | 18/18 | 5/18 |
| Zstandard L3 | 18/18 | 0/18 | 4/18 |

---

## Benchmark Run: 2026-10-14T21:15:26.704185+00:00 (Preset: all)

- **Version**: `pizd 4.0.0`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `c413a464166aec0f7db83f72d93e4bfcec233d397837178dfa9fbc6e71beb71e`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 3/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.84% | 95.16% | 518.0 ms | 10.9 MB/s | 58.9 ms | 96.3 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.30 MB | 5.23% | 94.77% | 468.0 ms | 12.1 MB/s | 60.0 ms | 94.5 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 88.7 ms | 63.9 MB/s | 30.7 ms | 184.5 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.57% | 92.43% | 274.8 ms | 20.6 MB/s | 39.8 ms | 142.6 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 385.0 ms | 14.7 MB/s | 35.3 ms | 160.8 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 225.1 ms | 25.2 MB/s | 25.7 ms | 220.3 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 40.9 ms | 138.7 MB/s | 20.3 ms | 279.3 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 15/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 3/18 |
| PIZD Native (-f / fast) | 11/18 | 0/18 | 2/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 14/18 |
| Gzip L6 | 17/18 | 17/18 | 7/18 |
| Zstandard L3 | 18/18 | 0/18 | 3/18 |

---

## Benchmark Run: 2026-10-14T13:52:11.797608+00:00 (Preset: all)

- **Version**: `pizd 4.0.0`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `42e68ca25ca895320f2587033488dd4e9e2ce4fdc4855f68e3dac1e2a8f1134f`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 3/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.84% | 95.16% | 201.7 ms | 28.1 MB/s | 27.1 ms | 208.9 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.30 MB | 5.23% | 94.77% | 186.0 ms | 30.5 MB/s | 28.5 ms | 199.3 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 38.9 ms | 145.7 MB/s | 11.5 ms | 493.3 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.57% | 92.43% | 101.5 ms | 55.9 MB/s | 13.2 ms | 429.2 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 141.1 ms | 40.2 MB/s | 12.1 ms | 468.7 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 80.0 ms | 70.9 MB/s | 8.9 ms | 639.7 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 15.0 ms | 377.2 MB/s | 6.9 ms | 822.1 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Native (-s / small) | 15/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 3/18 |
| PIZD Native (-f / fast) | 11/18 | 0/18 | 0/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 12/18 |
| Gzip L6 | 17/18 | 16/18 | 7/18 |
| Zstandard L3 | 18/18 | 0/18 | 4/18 |

---

## Benchmark Run: 2026-10-14T13:17:34.434005+00:00 (Preset: all)

- **Version**: `pizd 3.1.4`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `ea8df3086e483d41cc48828b682ac4279a3f08ad98b41177fcde3cb9c68af8a1`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 4/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.84% | 95.16% | 202.9 ms | 27.9 MB/s | 27.1 ms | 209.3 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.30 MB | 5.23% | 94.77% | 184.0 ms | 30.8 MB/s | 28.1 ms | 201.9 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 38.6 ms | 147.1 MB/s | 10.9 ms | 519.7 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.57% | 92.43% | 99.7 ms | 56.9 MB/s | 13.5 ms | 419.7 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 135.9 ms | 41.7 MB/s | 11.9 ms | 475.3 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 77.1 ms | 73.6 MB/s | 8.7 ms | 651.7 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 13.7 ms | 414.8 MB/s | 6.5 ms | 875.8 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Native (-s / small) | 15/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 4/18 |
| PIZD Native (-f / fast) | 11/18 | 0/18 | 0/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 14/18 |
| Gzip L6 | 17/18 | 15/18 | 7/18 |
| Zstandard L3 | 18/18 | 0/18 | 4/18 |

---

## Benchmark Run: 2026-10-14T12:29:52.692973+00:00 (Preset: all)

- **Version**: `pizd 3.1.3`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `b718c77fe7c122ff1110756a4f3305d49aa4fcf117c7544cff9ba2e8c3e8f51e`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 5/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.84% | 95.16% | 207.7 ms | 27.3 MB/s | 27.1 ms | 209.0 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.30 MB | 5.23% | 94.77% | 186.7 ms | 30.4 MB/s | 27.8 ms | 204.2 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 37.2 ms | 152.3 MB/s | 10.6 ms | 533.1 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.57% | 92.43% | 97.1 ms | 58.4 MB/s | 13.2 ms | 430.3 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 133.3 ms | 42.5 MB/s | 11.7 ms | 486.1 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 84.3 ms | 67.3 MB/s | 12.0 ms | 474.1 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 12.9 ms | 441.3 MB/s | 6.6 ms | 861.7 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Native (-s / small) | 15/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 5/18 |
| PIZD Native (-f / fast) | 11/18 | 0/18 | 1/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 11/18 |
| Gzip L6 | 17/18 | 17/18 | 8/18 |
| Zstandard L3 | 18/18 | 0/18 | 5/18 |

---

## Benchmark Run: 2026-10-14T11:53:47.821012+00:00 (Preset: all)

- **Version**: `pizd 3.1.2`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `a8ba993ea35ecf05198de3ac628cc65f49ff4a7854f7f196ca4d6cf53c6712bb`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 4/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.84% | 95.16% | 181.5 ms | 31.3 MB/s | 18.4 ms | 307.9 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.30 MB | 5.23% | 94.77% | 164.7 ms | 34.4 MB/s | 19.2 ms | 295.6 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 32.6 ms | 173.7 MB/s | 10.4 ms | 543.9 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.57% | 92.43% | 90.9 ms | 62.4 MB/s | 11.6 ms | 487.5 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 120.0 ms | 47.3 MB/s | 10.7 ms | 528.4 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 69.2 ms | 82.0 MB/s | 7.8 ms | 726.6 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 13.2 ms | 430.5 MB/s | 6.7 ms | 841.8 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 2/18 |
| PIZD Native (-s / small) | 15/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 1/18 |
| PIZD Native (-f / fast) | 11/18 | 0/18 | 1/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 13/18 |
| Gzip L6 | 17/18 | 16/18 | 6/18 |
| Zstandard L3 | 18/18 | 0/18 | 6/18 |

---

## Benchmark Run: 2026-10-14T04:24:14.951424+00:00 (Preset: all)

- **Version**: `pizd 3.1.2`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `40d46f3e3217b1d39ccb40f1d3853c80b20ec62fffb4159cdbe1fce2097d52fe`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 4/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.84% | 95.16% | 205.9 ms | 27.5 MB/s | 27.6 ms | 205.8 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.30 MB | 5.23% | 94.77% | 193.2 ms | 29.3 MB/s | 28.2 ms | 200.8 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 37.4 ms | 151.7 MB/s | 11.3 ms | 500.3 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.57% | 92.43% | 103.9 ms | 54.6 MB/s | 13.9 ms | 406.7 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 137.7 ms | 41.2 MB/s | 12.1 ms | 467.0 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 79.6 ms | 71.2 MB/s | 9.1 ms | 622.7 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 14.7 ms | 385.3 MB/s | 7.1 ms | 799.0 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Native (-s / small) | 15/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 4/18 |
| PIZD Native (-f / fast) | 11/18 | 0/18 | 2/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 12/18 |
| Gzip L6 | 17/18 | 18/18 | 8/18 |
| Zstandard L3 | 18/18 | 0/18 | 4/18 |

---

## Benchmark Run: 2026-10-14T04:20:04.718210+00:00 (Preset: all)

- **Version**: `pizd 3.1.2`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `22b01dc3cf320a0a3fcc08bf18ad60690dc93c5d9ce993e405af9b2d6207cd84`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 3/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.84% | 95.16% | 210.6 ms | 26.9 MB/s | 28.0 ms | 202.2 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.30 MB | 5.23% | 94.77% | 199.4 ms | 28.4 MB/s | 29.1 ms | 194.9 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 51.5 ms | 110.2 MB/s | 11.1 ms | 510.2 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.57% | 92.43% | 108.8 ms | 52.1 MB/s | 14.1 ms | 403.2 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 140.9 ms | 40.2 MB/s | 12.6 ms | 451.7 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 80.7 ms | 70.2 MB/s | 9.1 ms | 624.5 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 15.0 ms | 378.3 MB/s | 7.1 ms | 795.0 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Native (-s / small) | 15/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 3/18 |
| PIZD Native (-f / fast) | 11/18 | 0/18 | 0/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 14/18 |
| Gzip L6 | 17/18 | 15/18 | 9/18 |
| Zstandard L3 | 18/18 | 0/18 | 3/18 |

---

## Benchmark Run: 2026-10-14T03:17:50.489644+00:00 (Preset: all)

- **Version**: `pizd 3.1.1`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `0bd9c06707c1123716a715d41a9a07eab6cfe4ce4f4065185784ec79a34393b3`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Best Reference**: Compression: 17/18 | Decompression Speed: 5/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.84% | 95.16% | 183.0 ms | 31.0 MB/s | 18.5 ms | 307.1 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.30 MB | 5.23% | 94.77% | 163.1 ms | 34.8 MB/s | 18.8 ms | 302.0 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 39.6 ms | 143.3 MB/s | 9.0 ms | 628.4 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.57% | 92.43% | 86.3 ms | 65.7 MB/s | 11.1 ms | 510.9 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 114.4 ms | 49.6 MB/s | 10.0 ms | 565.6 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 66.3 ms | 85.6 MB/s | 7.7 ms | 740.5 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 11.9 ms | 476.3 MB/s | 6.0 ms | 952.2 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Native (-s / small) | 15/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 5/18 |
| PIZD Native (-f / fast) | 11/18 | 0/18 | 1/18 |

---

Head-to-head record against individual baseline codecs:

| Competitor | PIZD Size Wins | PIZD Comp Speed Wins | PIZD Decomp Speed Wins |
|---|---:|---:|---:|
| Brotli Q6 | 17/18 | 18/18 | 14/18 |
| Gzip L6 | 17/18 | 15/18 | 8/18 |
| Zstandard L3 | 18/18 | 0/18 | 5/18 |

---

## Benchmark Run: 2026-10-14T03:14:43.258309+00:00 (Preset: all)

- **Version**: `pizd 3.1.1`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `e6e6b13f9bd00b2f8f6da18aa67c941ab31bb394bda0e4461667794c1e1b0357`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 3/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.84% | 95.16% | 176.6 ms | 32.1 MB/s | 17.9 ms | 316.7 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.30 MB | 5.23% | 94.77% | 163.3 ms | 34.7 MB/s | 18.4 ms | 307.6 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 38.9 ms | 145.7 MB/s | 9.7 ms | 582.2 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 115.6 ms | 49.1 MB/s | 10.5 ms | 539.7 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 68.9 ms | 82.3 MB/s | 7.7 ms | 737.0 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 12.5 ms | 452.5 MB/s | 5.9 ms | 959.0 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.55 MB | 9.75% | 90.25% | 86.5 ms | 65.5 MB/s | 11.7 ms | 486.0 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 15/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 3/18 |
| PIZD Native (-f / fast) | 5/18 | 0/18 | 0/18 |

---

## Benchmark Run: 2026-10-13T21:35:42.930405+00:00 (Preset: all)

- **Version**: `pizd 3.1.1`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `6d2e8931652095435f93634edac03f578d09f808848a77a5e25d3543f7762ff2`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 3/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.84% | 95.16% | 175.5 ms | 32.3 MB/s | 18.5 ms | 306.9 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.30 MB | 5.23% | 94.77% | 163.1 ms | 34.8 MB/s | 19.0 ms | 298.0 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 38.5 ms | 147.5 MB/s | 9.7 ms | 584.8 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.57% | 92.43% | 87.0 ms | 65.2 MB/s | 11.6 ms | 490.5 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 112.7 ms | 50.3 MB/s | 10.3 ms | 550.3 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 66.9 ms | 84.7 MB/s | 7.6 ms | 742.8 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 12.2 ms | 465.2 MB/s | 6.0 ms | 940.1 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 15/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 2/18 |
| PIZD Native (-f / fast) | 11/18 | 0/18 | 1/18 |

---

## Benchmark Run: 2026-10-13T19:40:48.196212+00:00 (Preset: all)

- **Version**: `pizd 3.1.0`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `58621f79c6d7e83a151f058415db80eda936567f7322428e0f5770d9d7a1df6f`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 3/18 | Compression Speed: 1/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.84% | 95.16% | 180.7 ms | 31.4 MB/s | 17.7 ms | 320.1 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.30 MB | 5.23% | 94.77% | 165.6 ms | 34.3 MB/s | 18.6 ms | 304.1 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 45.3 ms | 125.1 MB/s | 13.5 ms | 418.8 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.57% | 92.43% | 97.8 ms | 58.0 MB/s | 12.9 ms | 440.6 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 122.5 ms | 46.3 MB/s | 11.2 ms | 508.2 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 72.6 ms | 78.1 MB/s | 7.8 ms | 725.5 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 12.7 ms | 447.1 MB/s | 5.9 ms | 954.8 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Native (-s / small) | 15/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 1/18 | 1/18 |
| PIZD Native (-f / fast) | 11/18 | 0/18 | 1/18 |

---

## Benchmark Run: 2026-10-13T19:03:17.341631+00:00 (Preset: all)

- **Version**: `pizd 3.1.0` (Mode 9 Front-Coded Dictionary)
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `2e8d2ec50d14ad551c2d1c000660d4c2b24ce3cd3a61fd4244f4081314ad1636`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 5/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.27 MB | 4.84% | 95.16% | 265.2 ms | 21.4 MB/s | 21.9 ms | 259.3 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.30 MB | 5.23% | 94.77% | 269.9 ms | 21.0 MB/s | 22.7 ms | 249.9 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 61.0 ms | 93.0 MB/s | 11.0 ms | 515.6 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.57% | 92.43% | 187.9 ms | 30.2 MB/s | 14.2 ms | 398.1 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 148.0 ms | 38.3 MB/s | 12.6 ms | 448.7 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 93.8 ms | 60.5 MB/s | 9.3 ms | 610.0 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 15.5 ms | 365.9 MB/s | 8.1 ms | 695.8 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 15/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 5/18 |
| PIZD Native (-f / fast) | 11/18 | 0/18 | 1/18 |

---

## Benchmark Run: 2026-10-13T18:24:32.566127+00:00 (Preset: all)

- **Version**: `pizd 3.0.0`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `09151deaeda42f4fe96172cdd4ab3f7dbd8f68994d74307b81842fb44f33b0d8`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 4/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.28 MB | 4.93% | 95.07% | 268.7 ms | 21.1 MB/s | 23.9 ms | 237.0 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.31 MB | 5.45% | 94.55% | 303.7 ms | 18.7 MB/s | 25.8 ms | 220.0 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 68.0 ms | 83.4 MB/s | 11.4 ms | 497.9 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.57% | 92.43% | 182.9 ms | 31.0 MB/s | 13.6 ms | 416.3 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 140.6 ms | 40.3 MB/s | 12.2 ms | 464.0 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 79.0 ms | 71.8 MB/s | 8.8 ms | 646.9 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 14.6 ms | 387.9 MB/s | 7.5 ms | 753.3 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 1/18 |
| PIZD Native (-s / small) | 15/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 4/18 |
| PIZD Native (-f / fast) | 11/18 | 0/18 | 1/18 |

---

## Benchmark Run: 2026-10-13T12:00:00.000000+00:00 (Preset: all)

- **Version**: `pizd 2.2.0` (Sovereign Pure-Rust Segregated LZ77 Engine)
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers.
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 3/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.29 MB | 5.07% | 94.93% | 259.7 ms | 21.8 MB/s | 15.6 ms | 364.2 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.32 MB | 5.60% | 94.40% | 290.5 ms | 19.5 MB/s | 17.1 ms | 331.8 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 63.2 ms | 89.8 MB/s | 11.6 ms | 490.1 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.43 MB | 7.57% | 92.43% | 193.1 ms | 29.4 MB/s | 14.4 ms | 393.5 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 150.6 ms | 37.7 MB/s | 12.8 ms | 444.2 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 85.1 ms | 66.7 MB/s | 9.5 ms | 596.4 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 15.1 ms | 374.8 MB/s | 7.7 ms | 739.9 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-13T07:25:23.607169+00:00 (Preset: all)

- **Version**: `pizd 2.1.1`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `ebbc243970f194f65ee1af0fe8bddcb7bdbc192fd91acd5f3343666514c1ab40`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 3/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.29 MB | 5.07% | 94.93% | 248.6 ms | 22.8 MB/s | 16.9 ms | 335.3 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.35 MB | 6.25% | 93.75% | 287.8 ms | 19.7 MB/s | 24.4 ms | 232.0 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 58.1 ms | 97.7 MB/s | 10.6 ms | 533.8 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 140.2 ms | 40.5 MB/s | 12.3 ms | 461.3 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 79.5 ms | 71.3 MB/s | 8.9 ms | 640.4 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 20.7 ms | 273.9 MB/s | 7.1 ms | 795.9 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.55 MB | 9.75% | 90.25% | 173.7 ms | 32.6 MB/s | 13.4 ms | 421.7 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 12/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 3/18 |
| PIZD Native (-f / fast) | 5/18 | 0/18 | 1/18 |

### Detailed Per-File Panel: PIZD --thin (-s / small) vs Competitors (18 Models)

| Enterprise Dataset Model | Original | PIZD Native (-s) | PIZD Hybrid (-s) | Zstd L3 | Zstd+Dict | Gzip L6 | Brotli Q6 | Line Winner 🏆 | PIZD vs Zstd |
|:---|---:|---:|---:|---:|---:|---:|---:|:---|---:|
| `01_nginx_access.log` | 358,416 B | 11,243 B | 10,311 B | 38,033 B | 31,561 B | 25,964 B | 25,040 B | **PIZD Hybrid 🏆** | +72.9% smaller |
| `02_nginx_error.log` | 545,517 B | 28,422 B | 21,261 B | 21,510 B | 19,074 B | 22,630 B | 19,647 B | **Zstd Dict 🏆** | +1.2% smaller |
| `03_app_json.log` | 422,315 B | 31,696 B | 24,885 B | 39,448 B | 33,587 B | 36,257 B | 33,082 B | **PIZD Hybrid 🏆** | +36.9% smaller |
| `04_k8s_container.log` | 365,850 B | 26,935 B | 19,826 B | 25,596 B | 21,513 B | 21,442 B | 19,640 B | **Brotli Q6 🏆** | +22.5% smaller |
| `05_syslog_systemd.log` | 298,620 B | 12,886 B | 10,296 B | 30,546 B | 24,468 B | 27,079 B | 25,154 B | **PIZD Hybrid 🏆** | +66.3% smaller |
| `06_aws_cloudtrail.json` | 462,803 B | 9,333 B | 9,549 B | 24,590 B | 21,601 B | 21,982 B | 19,530 B | **PIZD Native 🏆** | +62.0% smaller |
| `07_aws_vpcflow.log` | 319,545 B | 42,620 B | 36,593 B | 66,256 B | 54,272 B | 63,948 B | 63,460 B | **PIZD Hybrid 🏆** | +44.8% smaller |
| `08_dns_queries.log` | 326,891 B | 33,875 B | 24,063 B | 37,571 B | 30,767 B | 33,174 B | 32,380 B | **PIZD Hybrid 🏆** | +36.0% smaller |
| `09_postgres_slowquery.csv` | 301,278 B | 10,932 B | 8,975 B | 21,585 B | 16,908 B | 18,751 B | 16,682 B | **PIZD Hybrid 🏆** | +58.4% smaller |
| `10_rest_api_batch.json` | 302,862 B | 9,483 B | 7,566 B | 16,816 B | 13,484 B | 13,968 B | 13,275 B | **PIZD Hybrid 🏆** | +55.0% smaller |
| `11_opentelemetry_traces.json` | 644,577 B | 27,895 B | 19,990 B | 20,573 B | 19,250 B | 23,521 B | 16,498 B | **Brotli Q6 🏆** | +2.8% smaller |
| `12_financial_ticks.csv` | 212,712 B | 42,511 B | 30,501 B | 52,596 B | 40,247 B | 52,524 B | 49,914 B | **PIZD Hybrid 🏆** | +42.0% smaller |
| `13_stripe_webhooks.json` | 348,255 B | 12,013 B | 10,842 B | 22,334 B | 18,523 B | 20,632 B | 19,298 B | **PIZD Hybrid 🏆** | +51.5% smaller |
| `14_prometheus_metrics.prom` | 302,659 B | 30,095 B | 23,126 B | 35,140 B | 28,443 B | 29,018 B | 27,262 B | **PIZD Hybrid 🏆** | +34.2% smaller |
| `15_influxdb_lines.lp` | 264,984 B | 40,267 B | 29,627 B | 39,316 B | 31,018 B | 32,201 B | 31,036 B | **PIZD Hybrid 🏆** | +24.6% smaller |
| `16_iot_sensors.bin` | 104,000 B | 983 B | 750 B | 16,900 B | 8,528 B | 16,727 B | 13,719 B | **PIZD Hybrid 🏆** | +95.6% smaller |
| `17_github_actions_ci.log` | 325,741 B | 41,163 B | 26,258 B | 29,762 B | 24,421 B | 25,362 B | 24,159 B | **Brotli Q6 🏆** | +11.8% smaller |
| `18_mock_parquet.dat` | 39,020 B | 24,115 B | 20,631 B | 21,171 B | 14,293 B | 16,494 B | 14,138 B | **Brotli Q6 🏆** | +2.6% smaller |
| **TOTAL (All 18 Models)** | **5,946,045 B** | **436,467 B** | **335,050 B** | **559,743 B** | **451,958 B** | **501,674 B** | **463,914 B** | **PIZD Hybrid 🏆** | **+40.1% smaller** |

---

## Benchmark Run: 2026-10-13T06:20:09.878628+00:00 (Preset: all)

- **Version**: `pizd 2.1.0`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `8a08f096c2690d6baca64ac93b32d73131f35ffee311bc4ec88449fc0efdc5d1`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 3/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.29 MB | 5.07% | 94.93% | 222.5 ms | 25.5 MB/s | 15.4 ms | 367.8 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.35 MB | 6.25% | 93.75% | 261.6 ms | 21.7 MB/s | 21.4 ms | 265.0 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 50.1 ms | 113.1 MB/s | 10.0 ms | 567.4 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 114.6 ms | 49.5 MB/s | 10.1 ms | 560.1 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 69.1 ms | 82.1 MB/s | 7.5 ms | 758.0 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 13.3 ms | 425.0 MB/s | 6.9 ms | 826.1 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.55 MB | 9.75% | 90.25% | 149.0 ms | 38.1 MB/s | 11.3 ms | 501.5 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 12/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 3/18 |
| PIZD Native (-f / fast) | 5/18 | 0/18 | 2/18 |

---

## Benchmark Run: 2026-10-12T19:14:37.835583+00:00 (Preset: all)

- **Version**: `pizd 2.0.1`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `9a10a3c5ff81a323887b0dc364fe5c6d58f1d38e4e44fa0bfb0f2f1f645daede`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 3/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.29 MB | 5.07% | 94.93% | 356.2 ms | 15.9 MB/s | 24.6 ms | 230.2 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.35 MB | 6.25% | 93.75% | 432.5 ms | 13.1 MB/s | 34.7 ms | 163.6 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 84.5 ms | 67.1 MB/s | 15.9 ms | 357.7 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 218.0 ms | 26.0 MB/s | 18.2 ms | 311.2 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 117.5 ms | 48.3 MB/s | 13.0 ms | 435.4 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 22.1 ms | 257.0 MB/s | 10.5 ms | 537.6 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.55 MB | 9.75% | 90.25% | 252.6 ms | 22.4 MB/s | 19.5 ms | 290.4 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 12/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 3/18 |
| PIZD Native (-f / fast) | 5/18 | 0/18 | 0/18 |

---

## Benchmark Run: 2026-10-12T18:37:35.755927+00:00 (Preset: all)

- **Version**: `pizd 2.0.0`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `59a44f668349adbf0d3ca91ae4941d85682d850a659b008896dc55d1d82a2c70`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 3/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.29 MB | 5.07% | 94.93% | 236.2 ms | 24.0 MB/s | 14.8 ms | 383.7 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.37 MB | 6.55% | 93.45% | 153.7 ms | 36.9 MB/s | 20.6 ms | 274.8 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 58.7 ms | 96.5 MB/s | 11.2 ms | 507.1 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 139.9 ms | 40.5 MB/s | 12.2 ms | 464.3 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 80.6 ms | 70.3 MB/s | 8.9 ms | 636.4 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 14.7 ms | 387.0 MB/s | 7.3 ms | 771.8 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.55 MB | 9.78% | 90.22% | 84.5 ms | 67.1 MB/s | 13.8 ms | 410.5 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 11/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 3/18 |
| PIZD Native (-f / fast) | 5/18 | 0/18 | 1/18 |

---

## Benchmark Run: 2026-10-12T12:23:42.100009+00:00 (Preset: all)

- **Version**: `pizd 2.0.0`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `51e8786a391665879e52f365cff0479cd1f30fbae490f202886c428eccb079ad`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 4/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.29 MB | 5.07% | 94.93% | 261.9 ms | 21.6 MB/s | 17.6 ms | 321.9 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.37 MB | 6.55% | 93.45% | 156.9 ms | 36.1 MB/s | 21.2 ms | 267.4 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 59.2 ms | 95.8 MB/s | 10.5 ms | 538.8 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 142.7 ms | 39.7 MB/s | 12.3 ms | 460.9 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 81.6 ms | 69.5 MB/s | 8.9 ms | 640.5 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 14.5 ms | 390.9 MB/s | 6.8 ms | 832.5 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.55 MB | 9.78% | 90.22% | 84.8 ms | 66.8 MB/s | 13.9 ms | 409.0 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 11/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 3/18 |
| PIZD Native (-f / fast) | 5/18 | 0/18 | 1/18 |

---

## Benchmark Run: 2026-10-12T10:55:39.386575+00:00 (Preset: all)

- **Version**: `pizd 2.0.0`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `49395b2eb76cb8f1a7fb7b946010206bfa60cedce68b7d7a0604faa0914ba032`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 5/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.29 MB | 5.07% | 94.93% | 236.5 ms | 24.0 MB/s | 14.8 ms | 382.8 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.37 MB | 6.54% | 93.46% | 170.8 ms | 33.2 MB/s | 18.4 ms | 307.7 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 51.9 ms | 109.2 MB/s | 11.5 ms | 492.9 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 126.7 ms | 44.8 MB/s | 10.6 ms | 535.3 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 70.1 ms | 80.9 MB/s | 8.0 ms | 704.6 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 13.0 ms | 434.9 MB/s | 6.7 ms | 851.7 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.55 MB | 9.78% | 90.22% | 114.4 ms | 49.6 MB/s | 12.7 ms | 446.4 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 11/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 5/18 |
| PIZD Native (-f / fast) | 5/18 | 0/18 | 1/18 |

---

## Benchmark Run: 2026-10-12T09:34:49.439580+00:00 (Preset: all)

- **Version**: `pizd 2.0.0`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `7f016d6c56b5d647fd8edda6080120015a19a4647dd24ac1940de37ad6ce9f38`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 4/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.29 MB | 5.07% | 94.93% | 252.4 ms | 22.5 MB/s | 15.4 ms | 368.2 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.37 MB | 6.54% | 93.46% | 192.3 ms | 29.5 MB/s | 21.4 ms | 265.3 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 59.3 ms | 95.6 MB/s | 11.6 ms | 487.8 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 142.1 ms | 39.9 MB/s | 12.1 ms | 467.6 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 91.4 ms | 62.1 MB/s | 9.2 ms | 617.2 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 14.5 ms | 391.5 MB/s | 7.1 ms | 802.5 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.55 MB | 9.78% | 90.22% | 129.5 ms | 43.8 MB/s | 14.4 ms | 393.2 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 11/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 3/18 |
| PIZD Native (-f / fast) | 5/18 | 0/18 | 1/18 |

---

## Benchmark Run: 2026-10-12T09:28:49.127638+00:00 (Preset: all)

- **Version**: `pizd 2.0.0`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `135e56da2fc1f5884774cef7727990804e395ca3bcaf5ad2797b400ad56260bf`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `0d986f4`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 4/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.29 MB | 5.07% | 94.93% | 244.5 ms | 23.2 MB/s | 14.7 ms | 386.8 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.35 MB | 6.25% | 93.75% | 277.7 ms | 20.4 MB/s | 20.9 ms | 271.4 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 58.5 ms | 97.0 MB/s | 11.0 ms | 514.5 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 143.2 ms | 39.6 MB/s | 12.2 ms | 463.5 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 80.6 ms | 70.3 MB/s | 9.0 ms | 632.1 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 14.4 ms | 393.7 MB/s | 7.2 ms | 783.7 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.55 MB | 9.75% | 90.25% | 173.4 ms | 32.7 MB/s | 13.5 ms | 418.8 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 12/18 | 0/18 | 1/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 3/18 |
| PIZD Native (-f / fast) | 5/18 | 0/18 | 0/18 |

---

## Benchmark Run: 2026-10-12T09:07:39.291286+00:00 (Preset: all)

- **Version**: `pizd 2.0.0`
- **Configuration filter**: `all` (CLI-aligned standalone fast/small presets)
- **Worker SHA-256**: `135e56da2fc1f5884774cef7727990804e395ca3bcaf5ad2797b400ad56260bf`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 4/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.29 MB | 5.07% | 94.93% | 222.7 ms | 25.5 MB/s | 14.7 ms | 386.9 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.35 MB | 6.25% | 93.75% | 249.5 ms | 22.7 MB/s | 20.4 ms | 277.5 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.40 MB | 7.08% | 92.92% | 48.5 ms | 116.9 MB/s | 9.6 ms | 589.6 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 119.1 ms | 47.6 MB/s | 10.7 ms | 532.4 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 67.2 ms | 84.3 MB/s | 7.5 ms | 759.0 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 12.2 ms | 465.8 MB/s | 5.9 ms | 959.5 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.55 MB | 9.75% | 90.25% | 146.2 ms | 38.8 MB/s | 11.4 ms | 496.2 MB/s | OK (All 100%)
```

---

Per-configuration wins against the best measured reference (different effort levels):

| Configuration | Size wins | Encode time wins | Verified decode wins |
|---|---:|---:|---:|
| PIZD Hybrid (-s / small) | 17/18 | 0/18 | 0/18 |
| PIZD Native (-s / small) | 12/18 | 0/18 | 0/18 |
| PIZD Hybrid (-f / fast) | 11/18 | 0/18 | 4/18 |
| PIZD Native (-f / fast) | 5/18 | 0/18 | 1/18 |

---

## Benchmark Run: 2026-10-12T08:31:04.033780+00:00 (Preset: all)

- **Version**: `pizd 2.0.0`
- **Configuration filter**: `all` (fixed library options, not CLI presets)
- **Worker SHA-256**: `74281e7434db58deef6959efe6755d503ce50fa60e9026ef9e802d60c9b3cad8`
- **Timing scope**: three averages/no warmups; BLAKE3 verified decode for all codecs; independent SHA validation outside timers. Win counts select the best configuration separately per metric.
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 8/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.29 MB | 5.07% | 94.93% | 237.9 ms | 23.8 MB/s | 14.5 ms | 390.4 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.35 MB | 6.25% | 93.75% | 250.4 ms | 22.6 MB/s | 20.3 ms | 279.9 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.81% | 92.19% | 119.8 ms | 47.3 MB/s | 10.1 ms | 561.0 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.45% | 91.55% | 67.9 ms | 83.5 MB/s | 7.7 ms | 734.8 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.49 MB | 8.57% | 91.43% | 38.6 ms | 146.9 MB/s | 6.0 ms | 951.0 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.42% | 90.58% | 11.1 ms | 509.6 MB/s | 6.0 ms | 951.9 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.68 MB | 11.94% | 88.06% | 61.8 ms | 91.8 MB/s | 9.6 ms | 590.6 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-12T07:56:54.717250+00:00 (Preset: all)

- **Version**: `pizd 1.13.7`
- **Configuration filter**: `all` (fixed library options, not CLI presets)
- **Worker SHA-256**: `270e8c8c90ff0b58bc422e94dcf5de1e45cc77d214a330befd313812e13ee23a`
- **Timing scope**: three averages/no warmups; PIZD verified decode versus reference plain decode. Win counts select the best configuration separately per metric.
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 9/18 | Compression Speed: 1/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.29 MB | 5.07% | 94.93% | 227.5 ms | 24.9 MB/s | 11.7 ms | 482.9 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.35 MB | 6.25% | 93.75% | 261.8 ms | 21.7 MB/s | 17.6 ms | 323.0 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.80% | 92.20% | 144.5 ms | 39.2 MB/s | 10.3 ms | 548.8 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.44% | 91.56% | 69.2 ms | 81.9 MB/s | 6.2 ms | 911.8 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.49 MB | 8.57% | 91.43% | 41.3 ms | 137.3 MB/s | 4.4 ms | 1281.3 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.41% | 90.59% | 15.2 ms | 374.1 MB/s | 8.8 ms | 642.9 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.68 MB | 11.94% | 88.06% | 75.2 ms | 75.4 MB/s | 11.0 ms | 515.6 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-12T07:49:04.312324+00:00 (Preset: all)

- **Version**: `pizd 1.13.7`
- **Configuration filter**: `all` (fixed library options, not CLI presets)
- **Worker SHA-256**: `270e8c8c90ff0b58bc422e94dcf5de1e45cc77d214a330befd313812e13ee23a`
- **Timing scope**: three averages/no warmups; PIZD verified decode versus reference plain decode. Win counts select the best configuration separately per metric.
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 11/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.29 MB | 5.07% | 94.93% | 215.5 ms | 26.3 MB/s | 11.1 ms | 511.8 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.35 MB | 6.25% | 93.75% | 252.5 ms | 22.5 MB/s | 15.9 ms | 356.1 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.80% | 92.20% | 113.9 ms | 49.8 MB/s | 8.8 ms | 643.8 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.44% | 91.56% | 67.1 ms | 84.5 MB/s | 6.1 ms | 929.8 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.49 MB | 8.57% | 91.43% | 40.5 ms | 139.9 MB/s | 4.5 ms | 1268.8 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.41% | 90.59% | 9.9 ms | 570.9 MB/s | 5.1 ms | 1109.0 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.68 MB | 11.94% | 88.06% | 64.2 ms | 88.3 MB/s | 7.5 ms | 755.7 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-12T03:14:15.659354+00:00 (Preset: all)

- **Version**: `pizd 1.13.7`
- **Configuration filter**: `all` (fixed library options, not CLI presets)
- **Worker SHA-256**: `d0233f411f0fddf724a0f348e62805b5dcd038fba2d2c29109ae4a1a497681fc`
- **Timing scope**: three averages/no warmups; PIZD verified decode versus reference plain decode. Win counts select the best configuration separately per metric.
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 12/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.29 MB | 5.07% | 94.93% | 264.3 ms | 21.5 MB/s | 14.4 ms | 393.7 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.35 MB | 6.25% | 93.75% | 304.7 ms | 18.6 MB/s | 21.9 ms | 259.2 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.80% | 92.20% | 129.8 ms | 43.7 MB/s | 9.8 ms | 576.7 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.44% | 91.56% | 78.4 ms | 72.3 MB/s | 7.1 ms | 794.2 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.49 MB | 8.57% | 91.43% | 42.5 ms | 133.3 MB/s | 4.7 ms | 1207.5 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.41% | 90.59% | 11.4 ms | 498.9 MB/s | 5.7 ms | 993.6 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.68 MB | 11.94% | 88.06% | 71.7 ms | 79.1 MB/s | 9.2 ms | 615.0 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-11T18:13:06.759974+00:00 (Preset: all)

- **Version**: `pizd 1.13.7`
- **Configuration filter**: `all` (fixed library options, not CLI presets)
- **Worker SHA-256**: `9732b890664402a4dcf65b7e3ae055441c1e7c848a256b36dd7f080ddeb58fd0`
- **Timing scope**: three averages/no warmups; PIZD verified decode versus reference plain decode. Win counts select the best configuration separately per metric.
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 12/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.29 MB | 5.07% | 94.93% | 822.4 ms | 6.9 MB/s | 40.3 ms | 140.8 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.35 MB | 6.25% | 93.75% | 1008.5 ms | 5.6 MB/s | 57.1 ms | 99.4 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.80% | 92.20% | 471.6 ms | 12.0 MB/s | 33.1 ms | 171.3 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.44% | 91.56% | 248.5 ms | 22.8 MB/s | 22.2 ms | 255.4 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.49 MB | 8.57% | 91.43% | 145.6 ms | 38.9 MB/s | 15.8 ms | 358.6 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.41% | 90.59% | 38.0 ms | 149.4 MB/s | 18.4 ms | 307.7 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.68 MB | 11.94% | 88.06% | 246.2 ms | 23.0 MB/s | 28.2 ms | 200.8 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-11T18:12:50.896053+00:00 (Preset: fast)

- **Version**: `pizd 1.13.7`
- **Configuration filter**: `fast` (fixed library options, not CLI presets)
- **Worker SHA-256**: `9732b890664402a4dcf65b7e3ae055441c1e7c848a256b36dd7f080ddeb58fd0`
- **Timing scope**: three averages/no warmups; PIZD verified decode versus reference plain decode. Win counts select the best configuration separately per metric.
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 2/18 | Decompression Speed: 5/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
Brotli Q6 | 5.67 MB | 0.44 MB | 7.80% | 92.20% | 396.1 ms | 14.3 MB/s | 31.5 ms | 179.9 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.44% | 91.56% | 240.6 ms | 23.6 MB/s | 21.5 ms | 263.7 MB/s | OK (All 100%)
PIZD Hybrid (-f) | 5.67 MB | 0.49 MB | 8.57% | 91.43% | 143.0 ms | 39.7 MB/s | 21.1 ms | 268.8 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.41% | 90.59% | 39.6 ms | 143.3 MB/s | 16.5 ms | 343.3 MB/s | OK (All 100%)
PIZD Native (-f) | 5.67 MB | 0.68 MB | 11.94% | 88.06% | 242.9 ms | 23.3 MB/s | 27.8 ms | 203.8 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-11T18:11:07.387155+00:00 (Preset: fast)

- **Version**: `pizd 1.13.7`
- **Configuration filter**: `fast` (fixed library options, not CLI presets)
- **Worker SHA-256**: `617dba8d5ee0f2b7149a85c05a4ddace9a8bc129239bd96c601dc945649ac6a3`
- **Timing scope**: three averages/no warmups; PIZD verified decode versus reference plain decode. Win counts select the best configuration separately per metric.
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 2/18 | Decompression Speed: 3/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
Brotli Q6 | 5.67 MB | 0.44 MB | 7.80% | 92.20% | 333.2 ms | 17.0 MB/s | 27.1 ms | 209.4 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.44% | 91.56% | 218.8 ms | 25.9 MB/s | 19.1 ms | 296.3 MB/s | OK (All 100%)
PIZD Hybrid (fixed standard) | 5.67 MB | 0.49 MB | 8.57% | 91.43% | 157.2 ms | 36.1 MB/s | 33.6 ms | 168.5 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.41% | 90.59% | 33.1 ms | 171.5 MB/s | 13.8 ms | 409.5 MB/s | OK (All 100%)
PIZD Native (fixed standard) | 5.67 MB | 0.68 MB | 11.94% | 88.06% | 219.8 ms | 25.8 MB/s | 24.2 ms | 234.5 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-11T18:10:30.091139+00:00 (Preset: small)

- **Version**: `pizd 1.13.7`
- **Configuration filter**: `small` (fixed library options, not CLI presets)
- **Worker SHA-256**: `617dba8d5ee0f2b7149a85c05a4ddace9a8bc129239bd96c601dc945649ac6a3`
- **Timing scope**: three averages/no warmups; PIZD verified decode versus reference plain decode. Win counts select the best configuration separately per metric.
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 17/18 | Decompression Speed: 1/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s) | 5.67 MB | 0.29 MB | 5.07% | 94.93% | 941.0 ms | 6.0 MB/s | 45.9 ms | 123.6 MB/s | OK (All 100%)
PIZD Native (-s) | 5.67 MB | 0.35 MB | 6.25% | 93.75% | 1243.7 ms | 4.6 MB/s | 79.6 ms | 71.3 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.80% | 92.20% | 534.6 ms | 10.6 MB/s | 40.8 ms | 139.0 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.44% | 91.56% | 322.5 ms | 17.6 MB/s | 24.1 ms | 235.7 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.41% | 90.59% | 55.3 ms | 102.6 MB/s | 24.0 ms | 236.6 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-11T17:56:07.176352+00:00 (Preset: all)

- **Version**: `pizd 1.13.6`
- **Preset**: `all`
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 13/18 | Decompression Speed: 14/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.67 MB | 0.32 MB | 5.63% | 94.37% | 96.6 ms | 58.7 MB/s | 9.3 ms | 610.8 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.67 MB | 0.42 MB | 7.34% | 92.66% | 170.8 ms | 33.2 MB/s | 11.5 ms | 492.3 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.80% | 92.20% | 119.4 ms | 47.5 MB/s | 8.4 ms | 677.9 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.44% | 91.56% | 64.8 ms | 87.4 MB/s | 5.8 ms | 977.8 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.67 MB | 0.49 MB | 8.57% | 91.43% | 39.9 ms | 142.2 MB/s | 4.1 ms | 1388.4 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.41% | 90.59% | 11.4 ms | 497.9 MB/s | 4.8 ms | 1178.1 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.67 MB | 0.68 MB | 11.94% | 88.06% | 66.8 ms | 84.9 MB/s | 7.9 ms | 716.1 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-11T17:56:02.363665+00:00 (Preset: fast)

- **Version**: `pizd 1.13.6`
- **Preset**: `fast`
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 2/18 | Decompression Speed: 4/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
Brotli Q6 | 5.67 MB | 0.44 MB | 7.80% | 92.20% | 123.9 ms | 45.8 MB/s | 9.9 ms | 569.9 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.44% | 91.56% | 73.3 ms | 77.3 MB/s | 6.5 ms | 870.1 MB/s | OK (All 100%)
PIZD Hybrid (-f) | 5.67 MB | 0.49 MB | 8.57% | 91.43% | 43.2 ms | 131.2 MB/s | 6.8 ms | 837.3 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.41% | 90.59% | 12.2 ms | 465.3 MB/s | 5.2 ms | 1087.2 MB/s | OK (All 100%)
PIZD Native (-f) | 5.67 MB | 0.68 MB | 11.94% | 88.06% | 72.9 ms | 77.7 MB/s | 8.4 ms | 673.5 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-11T17:55:58.486848+00:00 (Preset: small)

- **Version**: `pizd 1.13.6`
- **Preset**: `small`
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 13/18 | Decompression Speed: 0/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s) | 5.67 MB | 0.32 MB | 5.63% | 94.37% | 109.7 ms | 51.7 MB/s | 10.5 ms | 538.5 MB/s | OK (All 100%)
PIZD Native (-s) | 5.67 MB | 0.42 MB | 7.34% | 92.66% | 187.5 ms | 30.2 MB/s | 12.4 ms | 456.2 MB/s | OK (All 100%)
Brotli Q6 | 5.67 MB | 0.44 MB | 7.80% | 92.20% | 125.0 ms | 45.4 MB/s | 10.1 ms | 563.6 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.44% | 91.56% | 76.4 ms | 74.2 MB/s | 6.9 ms | 817.0 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.41% | 90.59% | 12.0 ms | 471.7 MB/s | 5.4 ms | 1056.6 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-11T17:50:27.601186+00:00 (Preset: all)

- **Version**: `pizd 1.13.6`
- **Preset**: `all`
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 13/18 | Decompression Speed: 11/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s / small) | 5.71 MB | 0.36 MB | 6.28% | 93.72% | 110.4 ms | 51.7 MB/s | 11.2 ms | 510.9 MB/s | OK (All 100%)
PIZD Native (-s / small) | 5.71 MB | 0.45 MB | 7.97% | 92.03% | 190.7 ms | 29.9 MB/s | 13.4 ms | 427.7 MB/s | OK (All 100%)
Brotli Q6 | 5.71 MB | 0.48 MB | 8.42% | 91.58% | 137.5 ms | 41.5 MB/s | 10.5 ms | 544.1 MB/s | OK (All 100%)
Gzip L6 | 5.71 MB | 0.52 MB | 9.05% | 90.95% | 79.7 ms | 71.6 MB/s | 7.2 ms | 794.5 MB/s | OK (All 100%)
PIZD Hybrid (-f / fast) | 5.71 MB | 0.52 MB | 9.19% | 90.81% | 46.1 ms | 123.8 MB/s | 4.7 ms | 1210.4 MB/s | OK (All 100%)
Zstandard L3 | 5.71 MB | 0.57 MB | 10.03% | 89.97% | 12.7 ms | 448.4 MB/s | 5.3 ms | 1081.7 MB/s | OK (All 100%)
PIZD Native (-f / fast) | 5.71 MB | 0.72 MB | 12.53% | 87.47% | 77.2 ms | 73.9 MB/s | 9.1 ms | 626.6 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-11T17:50:22.648026+00:00 (Preset: fast)

- **Version**: `pizd 1.13.6`
- **Preset**: `fast`
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 2/18 | Decompression Speed: 4/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
Brotli Q6 | 5.71 MB | 0.48 MB | 8.42% | 91.58% | 135.7 ms | 42.1 MB/s | 11.2 ms | 508.5 MB/s | OK (All 100%)
Gzip L6 | 5.71 MB | 0.52 MB | 9.05% | 90.95% | 80.6 ms | 70.9 MB/s | 7.7 ms | 741.1 MB/s | OK (All 100%)
PIZD Hybrid (-f) | 5.71 MB | 0.52 MB | 9.19% | 90.81% | 48.3 ms | 118.1 MB/s | 7.1 ms | 803.1 MB/s | OK (All 100%)
Zstandard L3 | 5.71 MB | 0.57 MB | 10.03% | 89.97% | 12.8 ms | 444.4 MB/s | 5.9 ms | 970.5 MB/s | OK (All 100%)
PIZD Native (-f) | 5.71 MB | 0.72 MB | 12.53% | 87.47% | 80.3 ms | 71.1 MB/s | 9.4 ms | 608.8 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-11T17:50:17.833983+00:00 (Preset: small)

- **Version**: `pizd 1.13.6`
- **Preset**: `small`
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 13/18 | Decompression Speed: 1/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s) | 5.71 MB | 0.36 MB | 6.28% | 93.72% | 115.7 ms | 49.4 MB/s | 11.1 ms | 515.1 MB/s | OK (All 100%)
PIZD Native (-s) | 5.71 MB | 0.45 MB | 7.97% | 92.03% | 196.9 ms | 29.0 MB/s | 13.3 ms | 429.3 MB/s | OK (All 100%)
Brotli Q6 | 5.71 MB | 0.48 MB | 8.42% | 91.58% | 136.1 ms | 42.0 MB/s | 10.6 ms | 537.6 MB/s | OK (All 100%)
Gzip L6 | 5.71 MB | 0.52 MB | 9.05% | 90.95% | 81.0 ms | 70.5 MB/s | 7.4 ms | 774.0 MB/s | OK (All 100%)
Zstandard L3 | 5.71 MB | 0.57 MB | 10.03% | 89.97% | 12.5 ms | 456.6 MB/s | 5.2 ms | 1096.1 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-11T17:49:18.159407+00:00 (Preset: fast)

- **Version**: `pizd 1.13.6`
- **Preset**: `fast`
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 2/18 | Decompression Speed: 7/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
Brotli Q6 | 5.71 MB | 0.48 MB | 8.42% | 91.58% | 133.7 ms | 42.7 MB/s | 10.9 ms | 524.4 MB/s | OK (All 100%)
Gzip L6 | 5.71 MB | 0.52 MB | 9.05% | 90.95% | 79.4 ms | 72.0 MB/s | 7.2 ms | 789.2 MB/s | OK (All 100%)
PIZD Hybrid (-f) | 5.71 MB | 0.52 MB | 9.19% | 90.81% | 46.0 ms | 124.1 MB/s | 6.5 ms | 876.0 MB/s | OK (All 100%)
Zstandard L3 | 5.71 MB | 0.57 MB | 10.03% | 89.97% | 12.3 ms | 464.3 MB/s | 5.7 ms | 1000.2 MB/s | OK (All 100%)
PIZD Native (-f) | 5.71 MB | 0.72 MB | 12.53% | 87.47% | 77.7 ms | 73.5 MB/s | 9.2 ms | 621.7 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-11T17:49:02.420776+00:00 (Preset: small)

- **Version**: `pizd 1.13.6`
- **Preset**: `small`
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 13/18 | Decompression Speed: 1/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
PIZD Hybrid (-s) | 5.71 MB | 0.36 MB | 6.28% | 93.72% | 111.6 ms | 51.1 MB/s | 11.1 ms | 512.7 MB/s | OK (All 100%)
PIZD Native (-s) | 5.71 MB | 0.45 MB | 7.97% | 92.03% | 195.9 ms | 29.1 MB/s | 13.5 ms | 421.6 MB/s | OK (All 100%)
Brotli Q6 | 5.71 MB | 0.48 MB | 8.42% | 91.58% | 137.5 ms | 41.5 MB/s | 10.6 ms | 537.3 MB/s | OK (All 100%)
Gzip L6 | 5.71 MB | 0.52 MB | 9.05% | 90.95% | 78.1 ms | 73.1 MB/s | 7.2 ms | 792.4 MB/s | OK (All 100%)
Zstandard L3 | 5.71 MB | 0.57 MB | 10.03% | 89.97% | 12.9 ms | 443.3 MB/s | 5.5 ms | 1044.1 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-11T17:44:21.816814+00:00

- **Version**: `pizd 1.13.6`
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 13/18 | Decompression Speed: 12/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
Brotli Q6 | 5.71 MB | 0.48 MB | 8.42% | 91.58% | 116.4 ms | 49.1 MB/s | 8.8 ms | 652.4 MB/s | OK (All 100%)
Gzip L6 | 5.71 MB | 0.52 MB | 9.05% | 90.95% | 76.6 ms | 74.5 MB/s | 6.9 ms | 832.1 MB/s | OK (All 100%)
PIZD Hybrid (Standard) | 5.71 MB | 0.52 MB | 9.19% | 90.81% | 42.5 ms | 134.5 MB/s | 4.3 ms | 1320.7 MB/s | OK (All 100%)
PIZD Hybrid (Structural) | 5.71 MB | 0.36 MB | 6.28% | 93.72% | 99.3 ms | 57.5 MB/s | 10.3 ms | 554.8 MB/s | OK (All 100%)
PIZD Native (Standard) | 5.71 MB | 0.72 MB | 12.53% | 87.47% | 67.3 ms | 84.8 MB/s | 8.1 ms | 701.3 MB/s | OK (All 100%)
PIZD Native (Structural) | 5.71 MB | 0.45 MB | 7.97% | 92.03% | 168.7 ms | 33.9 MB/s | 12.0 ms | 475.8 MB/s | OK (All 100%)
Zstandard L3 | 5.71 MB | 0.57 MB | 10.03% | 89.97% | 11.1 ms | 513.0 MB/s | 4.6 ms | 1248.3 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-11T16:53:01.033055+00:00

- **Version**: `pizd 1.13.4`
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 13/18 | Decompression Speed: 9/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
Brotli Q6 | 5.67 MB | 0.44 MB | 7.80% | 92.20% | 132.2 ms | 42.9 MB/s | 9.8 ms | 579.9 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.44% | 91.56% | 77.9 ms | 72.8 MB/s | 7.1 ms | 793.9 MB/s | OK (All 100%)
PIZD Hybrid (Standard) | 5.67 MB | 0.49 MB | 8.57% | 91.43% | 46.1 ms | 123.0 MB/s | 4.9 ms | 1151.6 MB/s | OK (All 100%)
PIZD Hybrid (Structural) | 5.67 MB | 0.32 MB | 5.63% | 94.37% | 142.4 ms | 39.8 MB/s | 11.2 ms | 506.1 MB/s | OK (All 100%)
PIZD Native (Standard) | 5.67 MB | 0.68 MB | 11.94% | 88.06% | 74.1 ms | 76.5 MB/s | 9.4 ms | 605.7 MB/s | OK (All 100%)
PIZD Native (Structural) | 5.67 MB | 0.42 MB | 7.34% | 92.66% | 221.0 ms | 25.7 MB/s | 13.1 ms | 433.4 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.41% | 90.59% | 12.4 ms | 455.6 MB/s | 5.4 ms | 1050.7 MB/s | OK (All 100%)
```

---

## Benchmark Run: 2026-10-11T16:34:19.038995+00:00

- **Version**: `pizd 1.13.3`
- **Git Commit**: `9d79021`
- **File Count**: 18 files
- **Wins vs Competitors**: Compression: 13/18 | Decompression Speed: 12/18 | Compression Speed: 0/18

```
Codec | Orig Size | Comp Size | Ratio | Space Saving | Comp Time | Comp Speed | Decomp Time | Decomp Speed | SHA-256
---|---|---|---|---|---|---|---|---|---
Brotli Q6 | 5.67 MB | 0.44 MB | 7.80% | 92.20% | 117.7 ms | 48.2 MB/s | 9.2 ms | 617.9 MB/s | OK (All 100%)
Gzip L6 | 5.67 MB | 0.48 MB | 8.44% | 91.56% | 71.1 ms | 79.7 MB/s | 6.4 ms | 879.7 MB/s | OK (All 100%)
PIZD Hybrid (Standard) | 5.67 MB | 0.49 MB | 8.57% | 91.43% | 42.0 ms | 134.9 MB/s | 4.5 ms | 1251.2 MB/s | OK (All 100%)
PIZD Hybrid (Structural) | 5.67 MB | 0.32 MB | 5.63% | 94.37% | 127.2 ms | 44.6 MB/s | 9.7 ms | 587.1 MB/s | OK (All 100%)
PIZD Native (Standard) | 5.67 MB | 0.68 MB | 11.94% | 88.06% | 67.2 ms | 84.4 MB/s | 8.5 ms | 663.7 MB/s | OK (All 100%)
PIZD Native (Structural) | 5.67 MB | 0.42 MB | 7.34% | 92.66% | 195.8 ms | 29.0 MB/s | 11.5 ms | 493.8 MB/s | OK (All 100%)
Zstandard L3 | 5.67 MB | 0.53 MB | 9.41% | 90.59% | 11.0 ms | 515.5 MB/s | 5.0 ms | 1130.6 MB/s | OK (All 100%)
```

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