Google · model
Gemini 3.1 Flash-Lite benchmark scores
As of 2026-10-07, Gemini 3.1 Flash-Lite (Google) has measured scores on 9 benchmarks and estimated scores on 64 more.
| Benchmark | Score | Source |
|---|---|---|
| AA-GPQA Diamond | 81.9% | estimated ± 4.2 pp, high confidence |
| AA-HLE | 23.4% | estimated ± 7.4 pp, medium confidence |
| AA-SciCode | 45.7% | estimated ± 3.8 pp, medium confidence |
| Artificial Analysis Intelligence Index | 20.5% | estimated ± 7.9 pp, medium confidence |
| CritPt | 3.4% | estimated ± 6.6 pp, medium confidence |
| GDPval-AA | 15.6% | estimated ± 8.8 pp, medium confidence |
| GPQA Diamond | 85.5% | estimated ± 1.7 pp, medium confidence |
| HLE | 43.5% | estimated ± 9.8 pp, low confidence |
| AA-Omniscience Accuracy | 33.7% | estimated ± 7.7 pp, medium confidence |
| SciCode | 37.0% | estimated ± 2.9 pp, low confidence |
| Terminal-Bench 2.1 | 16.9% | estimated ± 6.9 pp, low confidence |
| BrowseComp | 58.7% | estimated ± 5.7 pp, medium confidence |
| AA Coding Index | 43.1% | estimated ± 5.8 pp, medium confidence |
| APEX-Agents-AA | 10.6% | estimated ± 11.4 pp, low confidence |
| SWE-bench Verified | 71.7% | estimated ± 4.4 pp, medium confidence |
| CyberGym | 30.2% | estimated ± 10.0 pp, low confidence |
| SWE-bench Pro | 0.0% | estimated ± 2.1 pp, high confidence |
| τ³-bench results | 97.0% | estimated ± 8.9 pp, low confidence |
| WideResearch | 54.2% | estimated ± 5.9 pp, low confidence |
| JevBench 1.4 | 14.3% | measured |
| AA Agentic Index | 10.2% | estimated ± 6.4 pp, medium confidence |
| GPQA | 90.0% | estimated ± 1.6 pp, high confidence |
| Gert Labs | 38.5% | measured |
| ApprenticeBench | 0.0% | estimated ± 3.1 pp, low confidence |
| ARC-AGI-1 | 71.5% | estimated ± 5.9 pp, medium confidence |
| ARC-AGI-2 | 22.4% | estimated ± 12.6 pp, low confidence |
| CursorBench 3.1 | 36.5% | estimated ± 5.8 pp, low confidence |
| CursorBench 3.2 | 48.6% | estimated ± 5.4 pp, low confidence |
| Terminal-Bench 3.0 | 0.2% | estimated ± 6.9 pp, low confidence |
| FrontierCode 1.1 Main | 0.0% | estimated ± 4.3 pp, low confidence |
| FrontierSWE v2 | 4.7% | estimated ± 9.5 pp, low confidence |
| OSWorld-Verified | 53.8% | estimated ± 5.9 pp, medium confidence |
| Vals GPQA Diamond | 81.1% | measured |
| Vals LiveCodeBench | 80.1% | measured |
| Vals MMLU-Pro | 86.2% | measured |
| Vals SWE-bench | 62.8% | measured |
| Terminal-Bench 2.1 (Vals AI) | 34.1% | measured |
| VulcanBench v3 | 80.9% | estimated ± 5.6 pp, low confidence |
| AA Terminal-Bench 2.1 | 14.0% | estimated ± 4.4 pp, medium confidence |
| AA Terminal-Bench 4.0 | 0.0% | estimated ± 14.0 pp, low confidence |
| CursorBench 4.0 | 21.4% | estimated ± 4.4 pp, low confidence |
| DeepSWE | 56.3% | estimated ± 7.2 pp, low confidence |
| HLE w/o tools | 34.2% | estimated ± 5.1 pp, medium confidence |
| OSWorld 2.0 | 0.0% | estimated ± 4.5 pp, low confidence |
| PostTrainBench v1.1 | 15.8% | estimated ± 2.7 pp, high confidence |
| Vibe Code Bench | 0.0% | measured |
| CharXiv | 73.2% | measured |
| CharXiv w/o tools | 77.2% | estimated ± 2.3 pp, medium confidence |
| Claw-Eval | 54.5% | estimated ± 6.8 pp, low confidence |
| MathVision | 81.9% | estimated ± 2.6 pp, high confidence |
| MCP Atlas | 43.5% | estimated ± 14.8 pp, low confidence |
| MMMU-Pro | 75.4% | estimated ± 3.2 pp, high confidence |
| NL2Repo | 38.5% | estimated ± 4.7 pp, medium confidence |
| ScreenSpot Pro | 58.3% | estimated ± 7.1 pp, medium confidence |
| Terminal-Bench 2.0 | 44.2% | estimated ± 5.9 pp, medium confidence |
| Toolathlon | 33.8% | estimated ± 7.2 pp, low confidence |
| VideoMMMU | 84.0% | estimated ± 1.5 pp, high confidence |
| ERQA | 62.1% | estimated ± 3.7 pp, high confidence |
| MedXpertQA (MM) | 72.3% | estimated ± 6.4 pp, low confidence |
| React Native Evals | 55.8% | estimated ± 2.4 pp, low confidence |
| ResearchClawBench | 14.0% | estimated ± 2.2 pp, medium confidence |
| SWE-Rebench | 0.0% | estimated ± 6.5 pp, low confidence |
| ARC-AGI-3 | 0.0% | estimated ± 9.2 pp, low confidence |
| FrontierCode 1.1 Extended | 8.8% | estimated ± 2.4 pp, low confidence |
| HealthBench Professional | 56.3% | estimated ± 1.3 pp, medium confidence |
| HLE-Verified | 0.0% | estimated ± 4.6 pp, low confidence |
| LABBench2 | 81.0% | estimated ± 1.8 pp, low confidence |
| OpenHarmony Bench | 48.9% | estimated ± 3.2 pp, medium confidence |
| SimpleVQA | 62.6% | estimated ± 7.8 pp, low confidence |
| MathVision w/ Python | 76.8% | estimated ± 0.9 pp, low confidence |
| RealWorldQA | 83.7% | estimated ± 1.1 pp, low confidence |
| Video-MME (with subtitle) | 86.0% | estimated ± 0.9 pp, low confidence |
| OmniDocBench 1.5 | 80.7% | estimated ± 7.4 pp, low confidence |