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Step 5 PreviewMuse Spark 1.1 vs Muse Spark
- Muse Spark 1.1 and Muse Spark are level on LMArena’s text leaderboard (1478 and 1474).
- On the 5 Vals AI benchmarks both have taken, Muse Spark 1.1 wins 4 and Muse Spark wins 1 (Muse Spark 1.1: SWE-bench, Vibe Code Bench, GPQA Diamond).
LatestMuse Spark 1.1 1478Muse Spark 1474
Side by side
Models (2/6)
- Muse Spark 1.1
- Muse Spark
| Benchmark | Muse Spark 1.1 | Muse Spark |
|---|---|---|
| The model | ||
| Lab | Meta | Meta |
| Released | 2026-07-16 | — |
| Weights | Proprietary | Proprietary |
| Context window | 1M | — |
| Input, per 1M tokens | $1.25 | — |
| Output, per 1M tokens | $4.25 | — |
| LMArena, people’s votes | ||
| LMArena TextMillions of people compare two anonymous models side by side and vote for the better answer | 1478#22 of 351 | 1474#26 of 351 |
| LMArena WebDevPeople ask two anonymous models to build the same web app, try both and vote for the better one | 1543#47 of 124 | — |
| LMArena VisionSide-by-side votes on prompts that include an image | 1293#26 of 146 | 1306#15 of 146 |
| LMArena CodingLMArena’s text votes on prompts that ask for code | 1498#28 of 346 | 1481#56 of 346 |
| LMArena MathLMArena’s text votes on math prompts | 1481#33 of 339 | 1456#65 of 339 |
| LMArena Creative writingLMArena’s text votes on stories, poems and other creative writing | 1435#57 of 349 | 1459#26 of 349 |
| LMArena Hard promptsLMArena’s text votes on the hardest prompts | 1485#27 of 351 | 1474#41 of 351 |
| LMArena Instruction followingLMArena’s text votes on prompts with specific instructions to follow | 1456#45 of 351 | 1443#58 of 351 |
| Vals AI, coding | ||
| SWE-benchReal GitHub issues from open-source projects | 82.00%#20 of 85 | 74.40%#45 of 85 |
| Vibe Code BenchBuilding complete web apps from a plain-language brief, graded on whether the app works | 72.16%#40 of 115 | 19.67%#84 of 115 |
| LiveCodeBenchFresh competitive programming problems, collected after models’ training cut-offs to avoid contamination | 85.91%#29 of 143 | — |
| Vals AI, law | ||
| Legal Research BenchAgentic US legal research | 37.98%#39 of 85 | — |
| Vals AI, medicine | ||
| MedCodeAssigning the right medical billing codes from clinical notes | — | 51.31%#16 of 107 |
| Vals AI, reasoning | ||
| GPQA DiamondGraduate-level questions in biology, physics and chemistry that experts answer well and search does not | 91.16%#23 of 138 | 89.65%#28 of 138 |
| MMLU-ProHarder, reasoning-focused multiple choice across 14 subjects, from law to engineering | 88.73%#17 of 138 | 87.32%#30 of 138 |
| AIMEProblems from the American Invitational Mathematics Examination, a qualifier for the US Math Olympiad | — | 96.88%#3 of 96 |
| MMMUCollege-level questions that need both an image and text | 86.59%#18 of 93 | 87.40%#16 of 93 |
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Questions
Which is better, Muse Spark 1.1 or Muse Spark?
Muse Spark 1.1 and Muse Spark are level on LMArena’s text leaderboard (1478 and 1474). On the 5 Vals AI benchmarks both have taken, Muse Spark 1.1 wins 4 and Muse Spark wins 1 (Muse Spark 1.1: SWE-bench, Vibe Code Bench, GPQA Diamond).