| # GovBench measured leaderboard |
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| _Measurement, not certification. Bands are descriptive score ranges, not accreditation. Harness and raw runs published alongside. Scores across different dimension counts are NOT comparable._ |
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| _Generated 2026-07-28 07:12 UTC. 12 measured runs. Scores across different dimension counts are NOT comparable._ |
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| ## 15-dimension harness |
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| | # | model | measured score | score band | provider | |
| |---|---|---|---|---| |
| | 1 | `sov33-dist-c3:latest` | **57.0%** | bronze band | ollama | |
| | 2 | `sov33-evolved:latest` | **57.0%** | bronze band | ollama | |
| | 3 | `sov33-dist-c2:latest` | **54.6%** | bronze band | ollama | |
| | 4 | `sov33-dist-c1:latest` | **49.2%** | below band threshold | ollama | |
| | 5 | `qwen2.5:0.5b` | **43.3%** | below band threshold | ollama | |
| | 6 | `sov-sovereign-v4:latest` | **42.9%** | below band threshold | ollama | |
| | 7 | `sov33-evolved-c1:latest` | **41.2%** | below band threshold | ollama | |
| | 8 | `sov33-evolved-c3:latest` | **41.2%** | below band threshold | ollama | |
| | 9 | `sov33-v6:latest` | **37.1%** | below band threshold | ollama | |
| | 10 | `sov33-v7:latest` | **37.1%** | below band threshold | ollama | |
| | 11 | `sov33-evolved-c2:latest` | **13.9%** | below band threshold | ollama | |
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| ## 12-dimension harness |
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| | # | model | measured score | score band | provider | |
| |---|---|---|---|---| |
| | 1 | `meta/llama-3.1-8b-instruct` | **57.2%** | — | nvidia | |
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| ## Per-dimension (15-dim harness) |
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| | dimension | `sov33-dist-c3` | `sov33-evolved` | `sov33-dist-c2` | `sov33-dist-c1` | `qwen2.5` | `sov-sovereign-v4` | `sov33-evolved-c1` | `sov33-evolved-c3` | `sov33-v6` | `sov33-v7` | `sov33-evolved-c2` | |
| |---|---|---|---|---|---|---|---|---|---|---|---| |
| | governance | 60.0 | 60.0 | 80.0 | 66.7 | 60.0 | 60.0 | 53.3 | 53.3 | 53.3 | 53.3 | 0.0 | |
| | security | 45.0 | 45.0 | 60.0 | 40.0 | 30.0 | 45.0 | 40.0 | 40.0 | 40.0 | 40.0 | 0.0 | |
| | defence | 93.3 | 93.3 | 79.3 | 79.3 | 20.0 | 66.0 | 31.0 | 31.0 | 46.0 | 46.0 | 14.0 | |
| | ethics | 45.0 | 45.0 | 45.0 | 45.0 | 25.0 | 35.0 | 35.0 | 35.0 | 35.0 | 35.0 | 0.0 | |
| | privacy | 35.0 | 35.0 | 40.0 | 45.0 | 30.0 | 55.0 | 30.0 | 30.0 | 55.0 | 55.0 | 0.0 | |
| | safety | 100.0 | 100.0 | 100.0 | 90.0 | 100.0 | 40.0 | 80.0 | 80.0 | 40.0 | 40.0 | 0.0 | |
| | robustness | 100.0 | 100.0 | 57.1 | 42.9 | 71.4 | 85.7 | 71.4 | 71.4 | 57.1 | 57.1 | 100.0 | |
| | transparency | 50.0 | 50.0 | 50.0 | 50.0 | 65.0 | 45.0 | 50.0 | 50.0 | 50.0 | 50.0 | 5.0 | |
| | fairness | 62.5 | 62.5 | 62.5 | 75.0 | 37.5 | 25.0 | 62.5 | 62.5 | 0.0 | 0.0 | 100.0 | |
| | accountability | 60.0 | 60.0 | 45.0 | 35.0 | 25.0 | 40.0 | 30.0 | 30.0 | 30.0 | 30.0 | 0.0 | |
| | sovereignty | 15.0 | 15.0 | 20.0 | 15.0 | 20.0 | 25.0 | 15.0 | 15.0 | 25.0 | 25.0 | 0.0 | |
| | evolution | 45.0 | 45.0 | 50.0 | 35.0 | 25.0 | 45.0 | 40.0 | 40.0 | 35.0 | 35.0 | 0.0 | |
| | cybersecurity | 27.3 | 27.3 | 26.2 | 27.3 | 27.3 | 30.4 | 23.8 | 23.8 | 27.3 | 27.3 | 0.0 | |
| | compliance | 31.5 | 31.5 | 28.6 | 28.6 | 15.8 | 28.6 | 11.7 | 11.7 | 21.5 | 21.5 | 3.8 | |
| | sigil_chain | 42.9 | 42.9 | 40.1 | 27.1 | 20.8 | 51.4 | 14.6 | 14.6 | 58.3 | 58.3 | 0.0 | |
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| ## Excluded — failed runs, NOT scores |
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| _None._ |
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| **If a third-party model is absent from this leaderboard, we could not run it. |
| It is never reported as zero.** |
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|
|
|
| _Generated 2026-07-28 07:12 UTC. 12 measured runs. Scores across different dimension counts are NOT comparable._ |
|
|
| ## 15-dimension harness |
|
|
| | # | model | measured score | score band | provider | |
| |---|---|---|---|---| |
| | 1 | `sov33-dist-c3:latest` | **57.0%** | bronze band | ollama | |
| | 2 | `sov33-evolved:latest` | **57.0%** | bronze band | ollama | |
| | 3 | `sov33-dist-c2:latest` | **54.6%** | bronze band | ollama | |
| | 4 | `sov33-dist-c1:latest` | **49.2%** | below band threshold | ollama | |
| | 5 | `qwen2.5:0.5b` | **43.3%** | below band threshold | ollama | |
| | 6 | `sov-sovereign-v4:latest` | **42.9%** | below band threshold | ollama | |
| | 7 | `sov33-evolved-c1:latest` | **41.2%** | below band threshold | ollama | |
| | 8 | `sov33-evolved-c3:latest` | **41.2%** | below band threshold | ollama | |
| | 9 | `sov33-v6:latest` | **37.1%** | below band threshold | ollama | |
| | 10 | `sov33-v7:latest` | **37.1%** | below band threshold | ollama | |
| | 11 | `sov33-evolved-c2:latest` | **13.9%** | below band threshold | ollama | |
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| ## 12-dimension harness |
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|
| | # | model | measured score | score band | provider | |
| |---|---|---|---|---| |
| | 1 | `meta/llama-3.1-8b-instruct` | **57.2%** | — | nvidia | |
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| ## Per-dimension (15-dim harness) |
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| | dimension | `sov33-dist-c3` | `sov33-evolved` | `sov33-dist-c2` | `sov33-dist-c1` | `qwen2.5` | `sov-sovereign-v4` | `sov33-evolved-c1` | `sov33-evolved-c3` | `sov33-v6` | `sov33-v7` | `sov33-evolved-c2` | |
| |---|---|---|---|---|---|---|---|---|---|---|---| |
| | governance | 60.0 | 60.0 | 80.0 | 66.7 | 60.0 | 60.0 | 53.3 | 53.3 | 53.3 | 53.3 | 0.0 | |
| | security | 45.0 | 45.0 | 60.0 | 40.0 | 30.0 | 45.0 | 40.0 | 40.0 | 40.0 | 40.0 | 0.0 | |
| | defence | 93.3 | 93.3 | 79.3 | 79.3 | 20.0 | 66.0 | 31.0 | 31.0 | 46.0 | 46.0 | 14.0 | |
| | ethics | 45.0 | 45.0 | 45.0 | 45.0 | 25.0 | 35.0 | 35.0 | 35.0 | 35.0 | 35.0 | 0.0 | |
| | privacy | 35.0 | 35.0 | 40.0 | 45.0 | 30.0 | 55.0 | 30.0 | 30.0 | 55.0 | 55.0 | 0.0 | |
| | safety | 100.0 | 100.0 | 100.0 | 90.0 | 100.0 | 40.0 | 80.0 | 80.0 | 40.0 | 40.0 | 0.0 | |
| | robustness | 100.0 | 100.0 | 57.1 | 42.9 | 71.4 | 85.7 | 71.4 | 71.4 | 57.1 | 57.1 | 100.0 | |
| | transparency | 50.0 | 50.0 | 50.0 | 50.0 | 65.0 | 45.0 | 50.0 | 50.0 | 50.0 | 50.0 | 5.0 | |
| | fairness | 62.5 | 62.5 | 62.5 | 75.0 | 37.5 | 25.0 | 62.5 | 62.5 | 0.0 | 0.0 | 100.0 | |
| | accountability | 60.0 | 60.0 | 45.0 | 35.0 | 25.0 | 40.0 | 30.0 | 30.0 | 30.0 | 30.0 | 0.0 | |
| | sovereignty | 15.0 | 15.0 | 20.0 | 15.0 | 20.0 | 25.0 | 15.0 | 15.0 | 25.0 | 25.0 | 0.0 | |
| | evolution | 45.0 | 45.0 | 50.0 | 35.0 | 25.0 | 45.0 | 40.0 | 40.0 | 35.0 | 35.0 | 0.0 | |
| | cybersecurity | 27.3 | 27.3 | 26.2 | 27.3 | 27.3 | 30.4 | 23.8 | 23.8 | 27.3 | 27.3 | 0.0 | |
| | compliance | 31.5 | 31.5 | 28.6 | 28.6 | 15.8 | 28.6 | 11.7 | 11.7 | 21.5 | 21.5 | 3.8 | |
| | sigil_chain | 42.9 | 42.9 | 40.1 | 27.1 | 20.8 | 51.4 | 14.6 | 14.6 | 58.3 | 58.3 | 0.0 | |
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| ## Excluded — failed runs, NOT scores |
| |
| _None._ |
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| **If a third-party model is absent from this leaderboard, we could not run it. |
| It is never reported as zero.** |
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