Gemini 3.1 Pro Preview vs Muse Spark 1.3
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Muse Spark 1.3 in 1 of 6 shared categories: Long context.
Gemini 3.1 Pro Preview
Yes. Yes on Math (best per dollar). Not the overall leader.
Muse Spark 1.3
Yes. Yes on Coding › Web dev (best per dollar); Vision (best per dollar). Not the overall leader.
| Category | Gemini 3.1 Pro Preview | Muse Spark 1.3 |
|---|---|---|
| General LLM | #15 · Was SOTA · General LLM Margin 10.204081632653057 LMArena leaderboard dataset · Oct 13, 2026 | #9 · #9 in General LLM Margin 6.122448979591837 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #14 · Was SOTA · Reasoning Margin 10.273972602739732 LMArena leaderboard dataset · Oct 13, 2026 | #8 · #8 in Reasoning Margin 6.164383561643831 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #3 · Near-SOTA · Math Margin 4.444444444444443 Epoch AI benchmarking hub · Feb 19, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Science | #7 · #7 in Science Margin — Epoch AI benchmarking hub · Feb 19, 2026 | — |
| Coding | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #18 · #18 in Coding Margin 86.36363636363636 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Agentic | — | #18 · #18 in Coding › Agentic Margin 86.36363636363636 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Web dev | #58 · #58 in Coding › Web dev Margin 53.271028037383175 LMArena leaderboard dataset · Oct 13, 2026 | #10 · #10 in Coding › Web dev Margin 8.411214953271028 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #12 · Was SOTA · Long context Margin 8.163265306122454 LMArena leaderboard dataset · Oct 13, 2026 | #15 · #15 in Long context Margin 10.204081632653057 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #25 · Was SOTA · Vision Margin 68.42105263157896 Epoch AI benchmarking hub · Feb 19, 2026 | #8 · #8 in Vision Margin 23.684210526315795 Epoch AI benchmarking hub · Sep 2, 2026 |
| Factuality | #18 · #18 in Factuality Margin 14.179104477611943 LMArena leaderboard dataset · Oct 13, 2026 | #11 · #11 in Factuality Margin 8.955223880597018 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #2 · #2 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Feb 19, 2026 | — |
Gemini 3.1 Pro Preview: $4.5 per 1M blended tokens.
Muse Spark 1.3: $2.0000000000000004 per 1M blended tokens.
Gemini 3.1 Pro Preview: closed weights.
Muse Spark 1.3: closed weights.
General LLM: As of Oct 14, 2026, Muse Spark 1.3 leads Gemini 3.1 Pro Preview in General LLM at #9 against #15.
Reasoning: As of Oct 14, 2026, Muse Spark 1.3 leads Gemini 3.1 Pro Preview in Reasoning at #8 against #14.
Coding › Web dev: As of Oct 14, 2026, Muse Spark 1.3 leads Gemini 3.1 Pro Preview in Coding › Web dev at #10 against #58.
Long context: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Muse Spark 1.3 in Long context at #12 against #15.
Vision: As of Oct 14, 2026, Muse Spark 1.3 leads Gemini 3.1 Pro Preview in Vision at #8 against #25.
Factuality: As of Oct 14, 2026, Muse Spark 1.3 leads Gemini 3.1 Pro Preview in Factuality at #11 against #18.
Gemini 3.1 Pro Preview · Muse Spark 1.3
Gemini 3.1 Pro Preview or Muse Spark 1.3?
As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Muse Spark 1.3 in 1 of 6 shared categories: Long context.
Gemini 3.1 Pro Preview or Muse Spark 1.3 for General LLM?
As of Oct 14, 2026, Muse Spark 1.3 leads Gemini 3.1 Pro Preview in General LLM at #9 against #15.
Gemini 3.1 Pro Preview or Muse Spark 1.3 for Reasoning?
As of Oct 14, 2026, Muse Spark 1.3 leads Gemini 3.1 Pro Preview in Reasoning at #8 against #14.
Gemini 3.1 Pro Preview or Muse Spark 1.3 for Coding › Web dev?
As of Oct 14, 2026, Muse Spark 1.3 leads Gemini 3.1 Pro Preview in Coding › Web dev at #10 against #58.