Comparing 2 models
Gemini 3.7 Flash vs Muse Spark 1.2
Benchmarks through
Verdict
Gemini 3.7 Flash places higher on 8 of the 9 tasks where both are ranked. Gemini 3.7 Flash costs 1.7x less per input token.
- Choose Gemini 3.7 Flash for OCR & Documents (#2), Marketing Copy (#2), Business Writing (#2).
- Choose Muse Spark 1.2 for Image Understanding (#3).
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 3.7 Flash | Muse Spark 1.2 | Source |
|---|---|---|---|
| Design Arena Coding | 1309 Elo | 1313 Elo | source · 2026-10-20 |
| Design Arena Full-stack Agent | 1209 Elo | 1210 Elo | source · 2026-10-14 |
| Design Arena UI | 1301 Elo | 1301 Elo | source · 2026-10-20 |
| Design Arena Web-app Agent | 1221 Elo | 1222 Elo | source · 2026-10-20 |
| Design Arena Website | 1304 Elo | 1313 Elo | source · 2026-10-20 |
| LiveBench Agentic Coding | 58.3% | 57.6% | source · 2026-10-18 |
| LiveBench Coding | 78.9% | 77.5% | source · 2026-10-18 |
| LiveBench Data Analysis | 68.0% | 76.5% | source · 2026-10-18 |
| LiveBench Instruction Following | 79.9% | 74.3% | source · 2026-10-18 |
| LiveBench Language | 85.5% | 78.6% | source · 2026-10-18 |
| LiveBench Math | 93.5% | 91.2% | source · 2026-10-18 |
| LiveBench Reasoning | 87.8% | 90% | source · 2026-10-18 |
| LMArena Agent | -1.1 | -6.7 | source · 2026-10-19 |
| LMArena Agent Bash Recovery | -5.4 | 5.8 | source · 2026-10-08 |
| LMArena Agent Steerability | -4.1 | -8.5 | source · 2026-10-19 |
| LMArena Agent Task Outcome | -2 | -8.5 | source · 2026-10-19 |
| LMArena Agent Tool Hallucination | 0.5 | 0.3 | source · 2026-10-19 |
| LMArena Creative Writing | 1489 Elo | 1440 Elo | source · 2026-10-15 |
| LMArena Instruction Following | 1484 Elo | 1462 Elo | source · 2026-10-15 |
| LMArena Long Query | 1492 Elo | 1476 Elo | source · 2026-10-15 |
| LMArena Math | 1510 Elo | 1476 Elo | source · 2026-10-15 |
| LMArena Text | 1488 Elo | 1493 Elo | source · 2026-10-15 |
| LMArena Text Factuality | 1475 Elo | 1481 Elo | source · 2026-10-15 |
| LMArena Vision | 1295 Elo | 1293 Elo | source · 2026-10-19 |
| LMArena Vision Diagrams | 1320 Elo | 1316 Elo | source · 2026-10-19 |
| LMArena Vision OCR | 1308 Elo | 1307 Elo | source · 2026-10-19 |
| LMArena WebDev | 1591 Elo | 1534 Elo | source · 2026-10-19 |
| SimpleQA Verified (Epoch AI) | 69.2% ± 1.5 | 60.3% ± 1.6 | source · 2026-08-27 |
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.