GPT-6.1 Sol vs Muse Spark
As of Oct 15, 2026, GPT-6.1 Sol leads Muse Spark in 4 of 6 shared categories: Reasoning, Science, Coding › Web dev, and Long context.
| Category | GPT-6.1 Sol | Muse Spark |
|---|---|---|
| General LLM | #18 · #18 in General LLM Margin 9.574468085106389 LMArena leaderboard dataset · Oct 13, 2026 | #12 · Was SOTA · General LLM Margin 6.38297872340425 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #15 · #15 in Reasoning Margin 8.510638297872347 LMArena leaderboard dataset · Oct 13, 2026 | #17 · Was SOTA · Reasoning Margin 9.574468085106389 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #7 · Was SOTA · Math Margin 13.333333333333329 Epoch AI benchmarking hub · Apr 8, 2026 |
| Science | #4 · #4 in Science Margin — Epoch AI benchmarking hub · Sep 29, 2026 | #37 · #37 in Science Margin — Epoch AI benchmarking hub · Apr 8, 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 2.4000000000000057 LMArena leaderboard dataset · Oct 13, 2026 | #12 · #12 in Coding › Web dev Margin — LMArena leaderboard dataset · Jun 5, 2026 |
| Long context | #18 · #18 in Long context Margin 9.574468085106389 LMArena leaderboard dataset · Oct 13, 2026 | #44 · #44 in Long context Margin 23.40425531914893 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #1 · Co-SOTA · Vision Margin 0 Epoch AI benchmarking hub · Sep 29, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 |
| Factuality | #33 · #33 in Factuality Margin 19.767441860465127 LMArena leaderboard dataset · Oct 13, 2026 | #27 · #27 in Factuality Margin 16.279069767441854 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 Spark: price per 1M tokens is unset in the catalog.
GPT-6.1 Sol: closed weights.
Muse Spark: closed weights.
General LLM: As of Oct 15, 2026, Muse Spark leads GPT-6.1 Sol in General LLM at #12 against #18.
Reasoning: As of Oct 15, 2026, GPT-6.1 Sol leads Muse Spark in Reasoning at #15 against #17.
Science: As of Oct 15, 2026, GPT-6.1 Sol leads Muse Spark in Science at #4 against #37.
Coding › Web dev: As of Oct 15, 2026, GPT-6.1 Sol leads Muse Spark in Coding › Web dev at #4 against #12.
Long context: As of Oct 15, 2026, GPT-6.1 Sol leads Muse Spark in Long context at #18 against #44.
Factuality: As of Oct 15, 2026, Muse Spark leads GPT-6.1 Sol in Factuality at #27 against #33.
GPT-6.1 Sol or Muse Spark?
As of Oct 15, 2026, GPT-6.1 Sol leads Muse Spark in 4 of 6 shared categories: Reasoning, Science, Coding › Web dev, and Long context.
GPT-6.1 Sol or Muse Spark for General LLM?
As of Oct 15, 2026, Muse Spark leads GPT-6.1 Sol in General LLM at #12 against #18.
GPT-6.1 Sol or Muse Spark for Reasoning?
As of Oct 15, 2026, GPT-6.1 Sol leads Muse Spark in Reasoning at #15 against #17.
GPT-6.1 Sol or Muse Spark for Science?
As of Oct 15, 2026, GPT-6.1 Sol leads Muse Spark in Science at #4 against #37.