Calibration
Terminal-Bench 2.1 → Terminal-Bench 2.1 (Vals AI)
Terminal-Bench 2.1 (Vals AI) is estimated from Terminal-Bench 2.1 with a linear curve fitted on 29 models measured on both: y = 0.7724·x + 0.0597, R² = 0.59, cross-validated error 7.4 pp. It is used for 28 estimates.
| Estimated model | Terminal-Bench 2.1 | Terminal-Bench 2.1 (Vals AI) | Source |
|---|---|---|---|
| A.X K2 | 36.0% | 33.8% | estimated ± 7.4 pp, low confidence |
| Apodex 1.1 | 70.8% | 60.6% | estimated ± 7.4 pp, medium confidence |
| Atria Dawn Preview | 78.3% | 66.4% | estimated ± 7.4 pp, medium confidence |
| Claude Mythos 5 | 88.0% | 73.9% | estimated ± 7.4 pp, medium confidence |
| dots3-note Preview | 75.1% | 64.0% | estimated ± 7.4 pp, medium confidence |
| Ember-1 | 82.0% | 69.3% | estimated ± 7.4 pp, medium confidence |
| Granite 4.2 30B | 29.2% | 28.5% | estimated ± 7.4 pp, low confidence |
| Granite 4.2 8B | 20.6% | 21.8% | estimated ± 7.4 pp, low confidence |
| K-EXAONE 2.0 | 43.8% | 39.8% | estimated ± 7.4 pp, low confidence |
| Laguna S 2.1 | 70.2% | 60.2% | estimated ± 7.4 pp, medium confidence |
| MAI-Code-1.1-Flash | 62.9% | 54.5% | estimated ± 7.4 pp, medium confidence |
| MiniCPM5-2B | 8.6% | 12.6% | estimated ± 7.4 pp, low confidence |
| Nemotron 3.5 Lightning 30B A3B NVFP4 | 23.5% | 24.1% | estimated ± 7.4 pp, low confidence |
| Ornith-1.0-35B | 64.2% | 55.6% | estimated ± 7.4 pp, medium confidence |
| Ornith-1.0-397B | 77.5% | 65.8% | estimated ± 7.4 pp, medium confidence |
| Ornith-1.0-9B | 43.1% | 39.3% | estimated ± 7.4 pp, low confidence |
| Ornith-1.5-9B | 46.2% | 41.6% | estimated ± 7.4 pp, low confidence |
| Pokee-Isaac 28B | 65.1% | 56.2% | estimated ± 7.4 pp, medium confidence |
| Quasar 438B | 69.3% | 59.5% | estimated ± 7.4 pp, medium confidence |
| Beam | 80.1% | 67.8% | estimated ± 7.4 pp, medium confidence |
| Sakana Fugu | 80.2% | 67.9% | estimated ± 7.4 pp, medium confidence |
| Sakana Fugu-Ultra | 82.1% | 69.4% | estimated ± 7.4 pp, medium confidence |
| Seed 2.1 Pro | 71.0% | 60.8% | estimated ± 7.4 pp, medium confidence |
| Seed 2.1 Turbo | 67.6% | 58.2% | estimated ± 7.4 pp, medium confidence |
| Solar Pro 4 | 57.0% | 50.0% | estimated ± 7.4 pp, medium confidence |
| Step 3.7 Flash | 59.5% | 51.9% | estimated ± 7.4 pp, medium confidence |
| SWE-1.7 | 81.5% | 68.9% | estimated ± 7.4 pp, medium confidence |
| Ternary Bonsai 2 27B | 52.8% | 46.7% | estimated ± 7.4 pp, low confidence |