GovBench measured leaderboard
Measurement, not certification. Bands are descriptive score ranges, not accreditation. Harness and raw runs published alongside. Scores across different dimension counts are NOT comparable.
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 |
12-dimension harness
| # | model | measured score | score band | provider |
|---|---|---|---|---|
| 1 | meta/llama-3.1-8b-instruct |
57.2% | — | nvidia |
Per-dimension (15-dim harness)
| 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 |
Excluded — failed runs, NOT scores
None.
If a third-party model is absent from this leaderboard, we could not run it. It is never reported as zero.
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 |
12-dimension harness
| # | model | measured score | score band | provider |
|---|---|---|---|---|
| 1 | meta/llama-3.1-8b-instruct |
57.2% | — | nvidia |
Per-dimension (15-dim harness)
| 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 |
Excluded — failed runs, NOT scores
None.
If a third-party model is absent from this leaderboard, we could not run it. It is never reported as zero.