Comparing 2 models
Gemini 3.1 Pro Preview vs Gemini 3.7 Flash
Benchmarks through
Verdict
Gemini 3.7 Flash places higher on 10 of the 10 tasks where both are ranked. Gemini 3.7 Flash costs 2.7x less per input token.
- Choose Gemini 3.7 Flash for Creative Writing (#2), Fast Summaries (#2), Marketing Copy (#2).
Built from the published task rankings below; ranks come from each task's own weighted benchmarks, so a win on one task says nothing about another.
Measured head to head
Benchmarks both models were run on
| Evaluation | Gemini 3.1 Pro Preview | Gemini 3.7 Flash | Source |
|---|---|---|---|
| Design Arena Coding | 1233 Elo | 1311 Elo | source · 2026-10-16 |
| Design Arena Full-stack Agent | 1068 Elo | 1209 Elo | source · 2026-10-14 |
| Design Arena UI | 1226 Elo | 1301 Elo | source · 2026-10-16 |
| Design Arena Web-app Agent | 1119 Elo | 1215 Elo | source · 2026-10-14 |
| Design Arena Website | 1235 Elo | 1306 Elo | source · 2026-10-16 |
| FACTS Grounding | 65.7% | 75.5% | source · 2026-10-16 |
| FrontierMath Tiers 1-3 (Epoch AI) | 59.6% ± 2.9 | 71.6% ± 2.7 | source · 2026-06-11 |
| GPQA Diamond (Epoch AI) | 94.4% ± 1.6 | 94.8% ± 1.3 | source · 2026-08-06 |
| GPQA Diamond (Epoch AI) | 94.1% ± 1.7 | 94.8% ± 1.3 | source · 2026-02-20 |
| LiveBench Agentic Coding | 44.1% | 58.3% | source · 2026-10-16 |
| LiveBench Coding | 76.5% | 78.9% | source · 2026-10-16 |
| LiveBench Data Analysis | 78.5% | 68.0% | source · 2026-10-16 |
| LiveBench Instruction Following | 79.1% | 79.9% | source · 2026-10-16 |
| LiveBench Language | 85.4% | 85.5% | source · 2026-10-16 |
| LiveBench Math | 91.0% | 93.5% | source · 2026-10-16 |
| LiveBench Reasoning | 84% | 87.8% | source · 2026-10-16 |
| LMArena Agent | -3.5 | -0.4 | source · 2026-10-14 |
| LMArena Agent Bash Recovery | -23.3 | -5.4 | source · 2026-10-08 |
| LMArena Agent Steerability | -6.2 | -3.2 | source · 2026-10-14 |
| LMArena Agent Task Outcome | -10.1 | -0.8 | source · 2026-10-14 |
| LMArena Agent Tool Hallucination | -0.2 | 0.4 | source · 2026-10-14 |
| LMArena Creative Writing | 1482 Elo | 1489 Elo | source · 2026-10-15 |
| LMArena Instruction Following | 1466 Elo | 1484 Elo | source · 2026-10-15 |
| LMArena Long Query | 1483 Elo | 1492 Elo | source · 2026-10-15 |
| LMArena Math | 1485 Elo | 1510 Elo | source · 2026-10-15 |
| LMArena Text | 1487 Elo | 1488 Elo | source · 2026-10-15 |
| LMArena Text Factuality | 1472 Elo | 1475 Elo | source · 2026-10-15 |
| LMArena Vision | 1280 Elo | 1297 Elo | source · 2026-10-09 |
| LMArena Vision Diagrams | 1309 Elo | 1321 Elo | source · 2026-10-09 |
| LMArena Vision OCR | 1294 Elo | 1311 Elo | source · 2026-10-09 |
| LMArena WebDev | 1447 Elo | 1590 Elo | source · 2026-10-13 |
| LMArena WebDev Image-to-Web | 1481 Elo | 1603 Elo | source · 2026-10-09 |
| OTIS Mock AIME (Epoch AI) | 95.6% ± 3.1 | 97.2% ± 1.9 | source · 2026-08-06 |
| OTIS Mock AIME (Epoch AI) | 95.6% ± 3.1 | 97.2% ± 1.9 | source · 2026-02-20 |
| SimpleQA Verified (Epoch AI) | 73.5% ± 1.4 | 69.2% ± 1.5 | source · 2026-08-10 |
Values are as published by each evaluator, in its own units; rows from different evaluators are not on a common scale.
task evidence
How they place when the question changes
Lower ranks are better. “Best” marks the strongest option in this shortlist for that task.