Gemma 4 31B vs GPT-6 Sol
As of Oct 14, 2026, Gemma 4 31B leads GPT-6 Sol in 2 of 5 shared categories: Long context and Factuality.
Gemma 4 31B
Yes. Yes on General LLM (≤32B); Reasoning (≤32B). Not the overall leader.
GPT-6 Sol
#5 Best current rank: #5 in Coding, as of Oct 14, 2026.
| Category | Gemma 4 31B | GPT-6 Sol |
|---|---|---|
| General LLM | #54 · #54 in General LLM Margin 36.734693877551024 LMArena leaderboard dataset · Oct 13, 2026 | #43 · #43 in General LLM Margin 29.25170068027211 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #50 · #50 in Reasoning Margin 34.93150684931507 LMArena leaderboard dataset · Oct 13, 2026 | #39 · #39 in Reasoning Margin 27.397260273972606 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Science | — | #8 · #8 in Science Margin — Epoch AI benchmarking hub · Sep 22, 2026 |
| Coding | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #5 · #5 in Coding Margin 27.272727272727266 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Agentic | — | #5 · #5 in Coding › Agentic Margin 27.272727272727266 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Web dev | #80 · #80 in Coding › Web dev Margin 73.83177570093457 LMArena leaderboard dataset · Oct 13, 2026 | #7 · #7 in Coding › Web dev Margin 5.607476635514018 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #45 · #45 in Long context Margin 30.612244897959187 LMArena leaderboard dataset · Oct 13, 2026 | #49 · #49 in Long context Margin 33.33333333333333 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 | #9 · #9 in Vision Margin 26.315789473684205 Epoch AI benchmarking hub · Sep 22, 2026 |
| Factuality | #49 · #49 in Factuality Margin 37.3134328358209 LMArena leaderboard dataset · Oct 13, 2026 | #70 · #70 in Factuality Margin 52.985074626865675 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | — | #6 · #6 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 22, 2026 |
Gemma 4 31B: price per 1M tokens is unset in the catalog.
GPT-6 Sol: $4.000000000000001 per 1M blended tokens.
Gemma 4 31B: open weights.
GPT-6 Sol: closed weights.
General LLM: As of Oct 14, 2026, GPT-6 Sol leads Gemma 4 31B in General LLM at #43 against #54.
Reasoning: As of Oct 14, 2026, GPT-6 Sol leads Gemma 4 31B in Reasoning at #39 against #50.
Coding › Web dev: As of Oct 14, 2026, GPT-6 Sol leads Gemma 4 31B in Coding › Web dev at #7 against #80.
Long context: As of Oct 14, 2026, Gemma 4 31B leads GPT-6 Sol in Long context at #45 against #49.
Factuality: As of Oct 14, 2026, Gemma 4 31B leads GPT-6 Sol in Factuality at #49 against #70.
Gemma 4 31B or GPT-6 Sol?
As of Oct 14, 2026, Gemma 4 31B leads GPT-6 Sol in 2 of 5 shared categories: Long context and Factuality.
Gemma 4 31B or GPT-6 Sol for General LLM?
As of Oct 14, 2026, GPT-6 Sol leads Gemma 4 31B in General LLM at #43 against #54.
Gemma 4 31B or GPT-6 Sol for Reasoning?
As of Oct 14, 2026, GPT-6 Sol leads Gemma 4 31B in Reasoning at #39 against #50.
Gemma 4 31B or GPT-6 Sol for Coding › Web dev?
As of Oct 14, 2026, GPT-6 Sol leads Gemma 4 31B in Coding › Web dev at #7 against #80.