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Step 5 PreviewClaude Opus 4.7 vs Muse Spark 1.2
- Claude Opus 4.7 rates higher on LMArena’s text leaderboard: 1490 against 1482.
- Muse Spark 1.2 is cheaper: $1.25 / $4.25 per million input / output tokens, against $5 / $25 for Claude Opus 4.7.
- On the 7 Vals AI benchmarks both have taken, Claude Opus 4.7 wins 2 and Muse Spark 1.2 wins 5 (Claude Opus 4.7: MedCode, MMLU-Pro).
LatestClaude Opus 4.7 1490Muse Spark 1.2 1482
Side by side
Models (2/6)
- Claude Opus 4.7
- Muse Spark 1.2
| Benchmark | Claude Opus 4.7 | Muse Spark 1.2 |
|---|---|---|
| The model | ||
| Lab | Anthropic | Meta |
| Released | 2026-04-16 | 2026-08-05 |
| Weights | Proprietary | Proprietary |
| Context window | 1M | 1M |
| Input, per 1M tokens | $5 | $1.25 |
| Output, per 1M tokens | $25 | $4.25 |
| LMArena, people’s votes | ||
| LMArena TextMillions of people compare two anonymous models side by side and vote for the better answer | 1490#13 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 | 1558#41 of 124 | 1533#52 of 124 |
| LMArena VisionSide-by-side votes on prompts that include an image | 1317#5 of 146 | 1304#17 of 146 |
| LMArena CodingLMArena’s text votes on prompts that ask for code | 1518#9 of 346 | 1505#18 of 346 |
| LMArena MathLMArena’s text votes on math prompts | 1498#17 of 339 | 1483#31 of 339 |
| LMArena Creative writingLMArena’s text votes on stories, poems and other creative writing | 1486#11 of 349 | 1435#56 of 349 |
| LMArena Hard promptsLMArena’s text votes on the hardest prompts | 1506#11 of 351 | 1490#20 of 351 |
| LMArena Instruction followingLMArena’s text votes on prompts with specific instructions to follow | 1498#9 of 351 | 1463#39 of 351 |
| Vals AI, coding | ||
| Terminal-Bench 4.0Frontier-difficulty tasks an agent completes in a real terminal | — | 6.06%#46 of 55 |
| SWE-benchReal GitHub issues from open-source projects | 82.00%#21 of 85 | 86.60%#14 of 85 |
| Vibe Code BenchBuilding complete web apps from a plain-language brief, graded on whether the app works | 71.00%#41 of 115 | 79.10%#27 of 115 |
| LiveCodeBenchFresh competitive programming problems, collected after models’ training cut-offs to avoid contamination | 85.07%#36 of 143 | — |
| Vals AI, finance | ||
| Tax Agent BenchAgentic research into US corporate tax questions | 23.74%#43 of 76 | 32.80%#17 of 76 |
| Vals AI, law | ||
| Legal Research BenchAgentic US legal research | 38.46%#35 of 85 | 43.75%#22 of 85 |
| Vals AI, medicine | ||
| MedCodeAssigning the right medical billing codes from clinical notes | 54.86%#7 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 | 90.15%#26 of 138 | — |
| MMLU-ProHarder, reasoning-focused multiple choice across 14 subjects, from law to engineering | 89.87%#8 of 138 | 88.28%#20 of 138 |
| AIMEProblems from the American Invitational Mathematics Examination, a qualifier for the US Math Olympiad | 96.25%#7 of 96 | — |
| MMMUCollege-level questions that need both an image and text | 85.55%#24 of 93 | 86.13%#22 of 93 |
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Questions
Which is better, Claude Opus 4.7 or Muse Spark 1.2?
Claude Opus 4.7 rates higher on LMArena’s text leaderboard: 1490 against 1482. Muse Spark 1.2 is cheaper: $1.25 / $4.25 per million input / output tokens, against $5 / $25 for Claude Opus 4.7. On the 7 Vals AI benchmarks both have taken, Claude Opus 4.7 wins 2 and Muse Spark 1.2 wins 5 (Claude Opus 4.7: MedCode, MMLU-Pro).
Which is cheaper, Claude Opus 4.7 or Muse Spark 1.2?
Muse Spark 1.2 is cheaper: $1.25 / $4.25 per million input / output tokens, against $5 / $25 for Claude Opus 4.7.