Model comparison
Gemini 3.7 Flash vs o1-mini
Gemini 3.7 Flash is the stronger model overall, scoring 59.8 to 34.0 on the Noometry Index.
Last verified . 22 shared benchmarks.
GoogleSummary
- They share 22 benchmarks with published results for both. Gemini 3.7 Flash scores higher in 9 categories and o1-mini in 0 categories; 9 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Gemini 3.7 Flash leads 70.0 to 8.8.
- The biggest single-benchmark swing is ARC-AGI-2: 84.6% for Gemini 3.7 Flash and 0.8% for o1-mini.
Side by side
| Gemini 3.7 Flash | o1-mini | |
|---|---|---|
| Provider | OpenAI | |
| Noometry Index | 59.8 | 34.0 |
| Released | 2026-08-13 | 2024-09-12 |
| Weights | Proprietary | Proprietary |
| Context window | 1.05M | — |
| Max output | 66K | — |
| Input $ / M tokens | $0.75 | — |
| Output $ / M tokens | $3.75 | — |
| Results tracked | 44 | 39 |
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Category by category
Coding Gemini 3.7 Flash leads
Gemini 3.7 Flash: 56.2 (#22), o1-mini: 35.5 (#224)
| Benchmark | Gemini 3.7 Flash | o1-mini |
|---|---|---|
| LMArena Coding | 1497 | 1362 |
| DeepSWE | 65.5% | — |
| FrontierCode | 43.6% | — |
| Aider Polyglot | — | 32.9% |
| LMArena WebDev | 1592 | — |
| FrontierSWE | 20.3% | — |
| SciCode | 59.8% | — |
| WeirdML | — | 36.3% |
| LiveBench Coding | — | 48% |
| ALE-Bench | 904.3 | — |
| HumanEval+ | — | 89% |
| MBPP+ | — | 78.8% |
Agentic & Tool Use Gemini 3.7 Flash leads
Gemini 3.7 Flash: 42.1 (#19), o1-mini: 24.6 (#118)
| Benchmark | Gemini 3.7 Flash | o1-mini |
|---|---|---|
| APEX-Agents | 67.8% | — |
| Remote Labor Index | 5% | — |
| Cybench | — | 10% |
| GDP.pdf | 23.8% | — |
Reasoning Gemini 3.7 Flash leads
Gemini 3.7 Flash: 70.0 (#15), o1-mini: 8.8 (#346)
| Benchmark | Gemini 3.7 Flash | o1-mini |
|---|---|---|
| ARC-AGI-2 | 84.6% | 0.8% |
| ARC-AGI-1 | 95.5% | 14% |
| LMArena Hard Prompts | 1494 | 1333 |
| Epoch Capabilities Index | 157.27 | 135.82 |
| SimpleBench | — | 18.1% |
| NYT Connections (extended) | 94% | — |
| CritPt | 14.3% | — |
| Chess Puzzles | 47% | — |
| LiveBench Reasoning | — | 72.3% |
| Mystery Game Puzzles | 37% | — |
| DTBench | 96.8% | — |
| LiveBench Data Analysis | — | 57.9% |
| LMCA | 50.4% | — |
| LiveBench | — | 57.8% |
Math Gemini 3.7 Flash leads
Gemini 3.7 Flash: 69.6 (#23), o1-mini: 35.4 (#186)
| Benchmark | Gemini 3.7 Flash | o1-mini |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 97.2% | 46.9% |
| LMArena Math | 1507 | 1358 |
| FrontierMath (Tiers 1-3) | 71.6% | — |
| FrontierMath Tier 4 | 36.6% | — |
| ProofBench | 58% | — |
| LiveBench Math | — | 62% |
| MATH Level 5 | — | 89.2% |
| FrontierMath (Feb 2025 set) | — | 1.7% |
Knowledge Gemini 3.7 Flash leads
Gemini 3.7 Flash: 69.7 (#5), o1-mini: 34.9 (#192)
| Benchmark | Gemini 3.7 Flash | o1-mini |
|---|---|---|
| GPQA Diamond | 94.8% | 62.4% |
| LMArena Expert | 1508 | 1316 |
| SimpleQA Verified | 69.2% | — |
| Confabulations | — | 18.6% |
Multimodal Not comparable
Gemini 3.7 Flash: 37.3 (#73), o1-mini: —
| Benchmark | Gemini 3.7 Flash | o1-mini |
|---|---|---|
| LMArena Vision | 1316 | — |
| Furniture Assembly | 26.7% | — |
Multilingual Gemini 3.7 Flash leads
Gemini 3.7 Flash: 57.6 (#7), o1-mini: 43.6 (#182)
| Benchmark | Gemini 3.7 Flash | o1-mini |
|---|---|---|
| LMArena Non-English | 1484 | 1289 |
| LMArena Chinese | 1548 | 1314 |
| LMArena French | 1505 | 1293 |
| LMArena German | 1498 | 1278 |
| LMArena Japanese | 1512 | 1245 |
| LMArena Korean | 1483 | 1223 |
| LMArena Russian | 1516 | 1283 |
| LMArena Spanish | 1503 | 1303 |
Instruction Following Gemini 3.7 Flash leads
Gemini 3.7 Flash: 77.7 (#15), o1-mini: 66.7 (#206)
| Benchmark | Gemini 3.7 Flash | o1-mini |
|---|---|---|
| LMArena Instruction Following | 1483 | 1304 |
| LiveBench Instruction Following | — | 65.4% |
Long Context Gemini 3.7 Flash leads
Gemini 3.7 Flash: 45.7 (#30), o1-mini: 40.1 (#161)
| Benchmark | Gemini 3.7 Flash | o1-mini |
|---|---|---|
| LMArena Longer Query | 1492 | 1320 |
Writing & Preference Gemini 3.7 Flash leads
Gemini 3.7 Flash: 71.2 (#20), o1-mini: 48.4 (#202)
| Benchmark | Gemini 3.7 Flash | o1-mini |
|---|---|---|
| LMArena Text | 1486 | 1317 |
| LMArena Creative Writing | 1490 | 1244 |
| LMArena Multi-Turn | 1489 | 1314 |
| Short-Story Creative Writing | — | 64.9% |
| EQ-Bench Creative Writing | 1723 | — |
| LiveBench Language | — | 40.9% |
Frequently asked questions
Is Gemini 3.7 Flash better than o1-mini?
Gemini 3.7 Flash is the stronger model overall, scoring 59.8 to 34.0 on the Noometry Index.
Is Gemini 3.7 Flash or o1-mini better for coding?
Gemini 3.7 Flash scores higher on coding benchmarks: 56.2 versus 35.5 in the Noometry coding category.
How many benchmarks do Gemini 3.7 Flash and o1-mini share?
22 benchmarks have published results for both models. Gemini 3.7 Flash has 44 scored results on Noometry and o1-mini has 39.