Other · model
Inkling-Small benchmark scores
As of 2026-10-07, Inkling-Small (Other) has measured scores on 35 benchmarks and estimated scores on 92 more.
| Benchmark | Score | Source |
|---|---|---|
| AA-GPQA Diamond | 89.5% | measured |
| AA-HLE | 33.3% | measured |
| AA-SciCode | 49.7% | measured |
| AIME26 | 95.5% | measured |
| Artificial Analysis Intelligence Index | 25.7% | measured |
| CritPt | 8.3% | measured |
| GDPval-AA | 31.2% | measured |
| GPQA Diamond | 89.5% | measured |
| HLE | 47.8% | measured |
| IFBench | 82.2% | measured |
| AA-LCR | 75.7% | measured |
| LiveCodeBench v6 | 87.2% | estimated ± 2.1 pp, high confidence |
| AA-Omniscience Accuracy | 33.2% | measured |
| SciCode | 48.7% | measured |
| Terminal-Bench 2.1 | 64.7% | measured |
| BrowseComp | 77.4% | measured |
| HLE w/ tools | 50.3% | estimated ± 4.6 pp, high confidence |
| IFEval | 92.8% | estimated ± 3.5 pp, medium confidence |
| LongBench v2 | 61.5% | estimated ± 5.9 pp, medium confidence |
| VITA-Bench | 48.0% | estimated ± 9.9 pp, low confidence |
| τ²-bench results | 92.2% | estimated ± 13.3 pp, low confidence |
| AA Coding Index | 52.9% | measured |
| AA-MMMU-Pro | 74.0% | measured |
| APEX-Agents | 33.6% | estimated ± 0.6 pp, medium confidence |
| APEX-Agents-AA | 23.2% | estimated ± 4.6 pp, high confidence |
| BioMysteryBench (human-difficult) | 37.1% | estimated ± 5.9 pp, low confidence |
| DeepSearchQA | 87.1% | estimated ± 4.5 pp, high confidence |
| SWE-bench Verified | 80.2% | measured |
| AutomationBench | 28.4% | estimated ± 9.7 pp, low confidence |
| BFCL v4 | 75.3% | estimated ± 2.6 pp, high confidence |
| CyberGym | 75.6% | estimated ± 4.6 pp, high confidence |
| JobBench | 17.9% | estimated ± 3.4 pp, low confidence |
| SWE-bench Pro | 55.9% | measured |
| τ³-bench results | 69.6% | estimated ± 1.8 pp, low confidence |
| WideResearch | 72.4% | estimated ± 3.9 pp, medium confidence |
| AA Agentic Index | 25.0% | measured |
| MMLU-Pro | 85.3% | estimated ± 2.5 pp, medium confidence |
| FrontierMath v2 (Tiers 1-3) | 38.3% | estimated ± 8.4 pp, low confidence |
| GPQA | 89.5% | measured |
| AA-IFBench | 80.3% | estimated ± 8.5 pp, low confidence |
| Gert Labs | 58.5% | estimated ± 7.4 pp, medium confidence |
| AA-AnalystAgent | 9.8% | estimated ± 6.7 pp, low confidence |
| AA EnterpriseOps-Gym | 35.2% | estimated ± 6.7 pp, low confidence |
| AA Harvey LAB | 83.8% | estimated ± 1.2 pp, medium confidence |
| ARC-AGI-1 | 84.0% | measured |
| ARC-AGI-2 | 40.1% | measured |
| CursorBench 3.1 | 43.3% | estimated ± 3.4 pp, low confidence |
| CursorBench 3.2 | 52.0% | estimated ± 3.6 pp, high confidence |
| Terminal-Bench 3.0 | 3.5% | estimated ± 6.9 pp, low confidence |
| FrontierCode 1.1 Main | 25.8% | estimated ± 2.7 pp, medium confidence |
| FrontierSWE v2 | 7.8% | estimated ± 9.0 pp, medium confidence |
| OfficeQA Pro | 50.3% | estimated ± 7.2 pp, low confidence |
| OSWorld-Verified | 69.1% | estimated ± 5.4 pp, medium confidence |
| Vals GPQA Diamond | 83.6% | measured |
| Vals LiveCodeBench | 85.9% | measured |
| Vals MMLU-Pro | 85.6% | measured |
| Vals SWE-bench | 82.2% | measured |
| Terminal-Bench 2.1 (Vals AI) | 55.1% | measured |
| VulcanBench v3 | 84.2% | estimated ± 5.6 pp, low confidence |
| AA AutomationBench | 5.9% | estimated ± 5.7 pp, low confidence |
| GDP.pdf | 9.4% | estimated ± 5.4 pp, medium confidence |
| AA ITBench | 47.2% | estimated ± 3.6 pp, medium confidence |
| AA Tau3 Banking | 22.0% | estimated ± 5.8 pp, medium confidence |
| AA Terminal-Bench 2.1 | 59.7% | estimated ± 3.5 pp, high confidence |
| AA Terminal-Bench 4.0 | 1.6% | estimated ± 8.9 pp, medium confidence |
| CursorBench 4.0 | 17.8% | estimated ± 1.6 pp, medium confidence |
| CWE-bench v1 | 41.0% | estimated ± 6.9 pp, medium confidence |
| DeepSWE | 18.8% | estimated ± 6.4 pp, low confidence |
| HLE w/o tools | 31.6% | measured |
| OSWorld 2.0 | 19.4% | estimated ± 5.5 pp, low confidence |
| PostTrainBench v1.1 | 26.1% | estimated ± 2.7 pp, high confidence |
| Toolathlon-Verified | 54.4% | measured |
| Vibe Code Bench | 48.9% | estimated ± 8.1 pp, medium confidence |
| CharXiv | 81.3% | measured |
| CharXiv w/o tools | 77.4% | measured |
| ExploitGym | 0.0% | estimated ± 6.1 pp, low confidence |
| C-Eval | 93.3% | estimated ± 0.8 pp, low confidence |
| Claw-Eval | 71.1% | estimated ± 5.7 pp, medium confidence |
| DeepPlanning | 49.9% | estimated ± 13.1 pp, low confidence |
| HMMT Feb 2025 | 96.9% | estimated ± 1.8 pp, low confidence |
| HMMT Feb 2026 | 90.2% | measured |
| MathVision | 80.8% | estimated ± 2.1 pp, low confidence |
| MCP Atlas | 79.6% | measured |
| MCP-Tasks | 77.1% | estimated ± 0.6 pp, low confidence |
| MMAnswerBench | 83.6% | estimated ± 1.3 pp, high confidence |
| MMLU-Redux | 95.9% | estimated ± 1.1 pp, medium confidence |
| MMMU-Pro | 74.0% | measured |
| NL2Repo | 47.4% | estimated ± 4.7 pp, high confidence |
| QwenClawBench | 65.6% | estimated ± 2.6 pp, medium confidence |
| ScreenSpot Pro | 74.1% | estimated ± 7.1 pp, medium confidence |
| SuperGPQA | 77.0% | estimated ± 7.5 pp, medium confidence |
| Terminal-Bench 2.0 | 62.8% | estimated ± 5.9 pp, medium confidence |
| Toolathlon | 50.4% | estimated ± 3.5 pp, high confidence |
| VideoMMMU | 84.1% | estimated ± 1.0 pp, high confidence |
| ERQA | 66.7% | estimated ± 3.7 pp, high confidence |
| HealthBench Hard | 0.8% | estimated ± 5.1 pp, low confidence |
| LiveCodeBench Pro | 80.5% | estimated ± 6.0 pp, low confidence |
| MedXpertQA (MM) | 60.8% | estimated ± 2.4 pp, high confidence |
| MedXpertQA (Text) | 52.3% | estimated ± 4.5 pp, medium confidence |
| MMLU-Pro (Arcee) | 86.7% | estimated ± 3.4 pp, low confidence |
| React Native Evals | 85.1% | estimated ± 2.4 pp, medium confidence |
| ResearchClawBench | 19.1% | estimated ± 1.8 pp, medium confidence |
| SWE-Rebench | 61.8% | estimated ± 3.6 pp, medium confidence |
| ARC-AGI-3 | 0.0% | estimated ± 2.1 pp, medium confidence |
| BioMysteryBench (human-solvable) | 82.3% | estimated ± 0.6 pp, low confidence |
| DRACO | 74.3% | estimated ± 3.0 pp, medium confidence |
| FrontierCode 1.1 Extended | 34.2% | estimated ± 2.4 pp, low confidence |
| HealthBench (raw) | 42.6% | estimated ± 6.4 pp, low confidence |
| HealthBench (length-adjusted) | 52.7% | estimated ± 2.5 pp, low confidence |
| HealthBench Professional | 54.4% | estimated ± 1.3 pp, low confidence |
| HealthBench Professional (raw) | 53.4% | estimated ± 5.0 pp, low confidence |
| HLE-Verified | 35.3% | estimated ± 0.7 pp, low confidence |
| LABBench2 | 59.7% | estimated ± 1.3 pp, low confidence |
| AIME 2025 | 96.1% | estimated ± 1.5 pp, medium confidence |
| MMMU | 82.2% | estimated ± 0.9 pp, high confidence |
| LiveCodeBench | 100.0% | estimated ± 8.9 pp, low confidence |
| OpenHarmony Bench | 53.1% | estimated ± 2.4 pp, high confidence |
| IMOAnswerBench | 83.7% | estimated ± 5.9 pp, medium confidence |
| SimpleVQA | 67.2% | estimated ± 7.8 pp, low confidence |
| MMMLU | 89.6% | estimated ± 1.1 pp, medium confidence |
| MMLU | 91.8% | estimated ± 1.1 pp, medium confidence |
| MMMU-Pro w/ Python | 75.6% | estimated ± 0.6 pp, high confidence |
| MATH-500 | 97.7% | estimated ± 3.1 pp, medium confidence |
| MathVision w/ Python | 76.8% | estimated ± 0.9 pp, low confidence |
| RealWorldQA | 85.4% | estimated ± 1.1 pp, medium confidence |
| Video-MME (with subtitle) | 87.7% | estimated ± 0.9 pp, medium confidence |
| OmniDocBench 1.5 | 75.8% | estimated ± 5.9 pp, low confidence |