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Step 5 PreviewGemini 3.7 Flash vs Muse Spark 1.2
- Gemini 3.7 Flash rates higher on LMArena’s text leaderboard: 1490 against 1482.
- Gemini 3.7 Flash is cheaper: $0.75 / $3.75 per million input / output tokens, against $1.25 / $4.25 for Muse Spark 1.2.
- On the 8 Vals AI benchmarks both have taken, Gemini 3.7 Flash wins 4 and Muse Spark 1.2 wins 4 (Gemini 3.7 Flash: Terminal-Bench 4.0, MedCode, MMLU-Pro).
LatestMuse Spark 1.2 1482
Side by side
Models (2/6)
- Gemini 3.7 Flash
- Muse Spark 1.2
| Benchmark | Gemini 3.7 Flash | Muse Spark 1.2 |
|---|---|---|
| The model | ||
| Lab | Meta | |
| Released | 2026-08-13 | 2026-08-05 |
| Weights | Proprietary | Proprietary |
| Context window | 1M | 1M |
| Input, per 1M tokens | $0.75 | $1.25 |
| Output, per 1M tokens | $3.75 | $4.25 |
| LMArena, people’s votes | ||
| LMArena TextMillions of people compare two anonymous models side by side and vote for the better answer | 1490#14 of 351 | 1482#17 of 351 |
| LMArena WebDevPeople ask two anonymous models to build the same web app, try both and vote for the better one | 1590#33 of 124 | 1533#52 of 124 |
| LMArena VisionSide-by-side votes on prompts that include an image | 1314#8 of 146 | 1304#17 of 146 |
| LMArena CodingLMArena’s text votes on prompts that ask for code | 1501#24 of 346 | 1505#18 of 346 |
| LMArena MathLMArena’s text votes on math prompts | 1510#10 of 339 | 1483#31 of 339 |
| LMArena Creative writingLMArena’s text votes on stories, poems and other creative writing | 1489#9 of 349 | 1435#56 of 349 |
| LMArena Hard promptsLMArena’s text votes on the hardest prompts | 1497#15 of 351 | 1490#20 of 351 |
| LMArena Instruction followingLMArena’s text votes on prompts with specific instructions to follow | 1486#15 of 351 | 1463#39 of 351 |
| Vals AI, coding | ||
| Terminal-Bench 4.0Frontier-difficulty tasks an agent completes in a real terminal | 12.12%#37 of 55 | 6.06%#46 of 55 |
| SWE-benchReal GitHub issues from open-source projects | 80.80%#22 of 85 | 86.60%#14 of 85 |
| Vibe Code BenchBuilding complete web apps from a plain-language brief, graded on whether the app works | 70.39%#43 of 115 | 79.10%#27 of 115 |
| LiveCodeBenchFresh competitive programming problems, collected after models’ training cut-offs to avoid contamination | 88.65%#5 of 143 | — |
| Vals AI, finance | ||
| Tax Agent BenchAgentic research into US corporate tax questions | 22.80%#44 of 76 | 32.80%#17 of 76 |
| Vals AI, law | ||
| Legal Research BenchAgentic US legal research | 34.62%#45 of 85 | 43.75%#22 of 85 |
| Vals AI, medicine | ||
| MedCodeAssigning the right medical billing codes from clinical notes | 53.39%#9 of 107 | 49.35%#24 of 107 |
| Vals AI, reasoning | ||
| GPQA DiamondGraduate-level questions in biology, physics and chemistry that experts answer well and search does not | 93.94%#5 of 138 | — |
| MMLU-ProHarder, reasoning-focused multiple choice across 14 subjects, from law to engineering | 90.12%#6 of 138 | 88.28%#20 of 138 |
| MMMUCollege-level questions that need both an image and text | 88.96%#5 of 93 | 86.13%#22 of 93 |
| Terminal-Bench ScienceExpert-written scientific research workflows, run by an agent in a terminal | 7.14%#20 of 42 | — |
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Questions
Which is better, Gemini 3.7 Flash or Muse Spark 1.2?
Gemini 3.7 Flash rates higher on LMArena’s text leaderboard: 1490 against 1482. Gemini 3.7 Flash is cheaper: $0.75 / $3.75 per million input / output tokens, against $1.25 / $4.25 for Muse Spark 1.2. On the 8 Vals AI benchmarks both have taken, Gemini 3.7 Flash wins 4 and Muse Spark 1.2 wins 4 (Gemini 3.7 Flash: Terminal-Bench 4.0, MedCode, MMLU-Pro).
Which is cheaper, Gemini 3.7 Flash or Muse Spark 1.2?
Gemini 3.7 Flash is cheaper: $0.75 / $3.75 per million input / output tokens, against $1.25 / $4.25 for Muse Spark 1.2.