GPT-6.1 Sol vs Muse Wonder
As of Oct 14, 2026, GPT-6.1 Sol leads Muse Wonder in 2 of 6 shared categories: Coding › Web dev and Vision.
GPT-6.1 Sol
Yes. SOTA in co-SOTA in Vision.
Muse Wonder
Too new. Too new to call. The crown still needs confirming evidence.
| Category | GPT-6.1 Sol | Muse Wonder |
|---|---|---|
| General LLM | #18 · #18 in General LLM Margin 12.244897959183675 LMArena leaderboard dataset · Oct 13, 2026 | #1 · Pending · General LLM Margin 0.6802721088435391 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #15 · #15 in Reasoning Margin 10.958904109589042 LMArena leaderboard dataset · Oct 13, 2026 | #1 · Pending · Reasoning Margin 0.6849315068493098 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | — |
| Science | #4 · #4 in Science Margin — Epoch AI benchmarking hub · Sep 29, 2026 | — |
| Coding | #2 · Near-SOTA · Coding Margin 13.63636363636364 Terminal-Bench Harbor Hub · Oct 6, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Coding › Agentic | #2 · Near-SOTA · Coding › Agentic Margin 13.63636363636364 Terminal-Bench Harbor Hub · Oct 6, 2026 | — |
| Coding › Web dev | #4 · Near-SOTA · Coding › Web dev Margin 2.803738317757009 LMArena leaderboard dataset · Oct 13, 2026 | #12 · #12 in Coding › Web dev Margin 10.280373831775705 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #17 · #17 in Long context Margin 11.564625850340136 LMArena leaderboard dataset · Oct 13, 2026 | #7 · #7 in Long context Margin 4.761904761904745 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #1 · Co-SOTA · Vision Margin 0 Epoch AI benchmarking hub · Sep 29, 2026 | #2 · Pending · Vision Margin 7.89473684210526 Epoch AI benchmarking hub · Oct 12, 2026 |
| Factuality | #29 · #29 in Factuality Margin 22.388059701492537 LMArena leaderboard dataset · Oct 13, 2026 | #1 · Pending · Factuality Margin 1.492537313432834 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 29, 2026 | — |
GPT-6.1 Sol: $4.000000000000001 per 1M blended tokens.
Muse Wonder: $8.000000000000002 per 1M blended tokens.
GPT-6.1 Sol: closed weights.
Muse Wonder: closed weights.
General LLM: As of Oct 14, 2026, Muse Wonder leads GPT-6.1 Sol in General LLM at #1 against #18.
Reasoning: As of Oct 14, 2026, Muse Wonder leads GPT-6.1 Sol in Reasoning at #1 against #15.
Coding › Web dev: As of Oct 14, 2026, GPT-6.1 Sol leads Muse Wonder in Coding › Web dev at #4 against #12.
Long context: As of Oct 14, 2026, Muse Wonder leads GPT-6.1 Sol in Long context at #7 against #17.
Vision: As of Oct 14, 2026, GPT-6.1 Sol leads Muse Wonder in Vision at #1 against #2.
Factuality: As of Oct 14, 2026, Muse Wonder leads GPT-6.1 Sol in Factuality at #1 against #29.
GPT-6.1 Sol or Muse Wonder?
As of Oct 14, 2026, GPT-6.1 Sol leads Muse Wonder in 2 of 6 shared categories: Coding › Web dev and Vision.
GPT-6.1 Sol or Muse Wonder for General LLM?
As of Oct 14, 2026, Muse Wonder leads GPT-6.1 Sol in General LLM at #1 against #18.
GPT-6.1 Sol or Muse Wonder for Reasoning?
As of Oct 14, 2026, Muse Wonder leads GPT-6.1 Sol in Reasoning at #1 against #15.
GPT-6.1 Sol or Muse Wonder for Coding › Web dev?
As of Oct 14, 2026, GPT-6.1 Sol leads Muse Wonder in Coding › Web dev at #4 against #12.