Claude Sonnet 4 vs GPT-6 Sol
As of Oct 14, 2026, Claude Sonnet 4 leads GPT-6 Sol in 0 of 5 shared categories.
Claude Sonnet 4
#35 Best current rank: #35 in Math, as of Oct 14, 2026.
GPT-6 Sol
#5 Best current rank: #5 in Coding, as of Oct 14, 2026.
| Category | Claude Sonnet 4 | GPT-6 Sol |
|---|---|---|
| General LLM | #126 · #126 in General LLM Margin 85.71428571428571 LMArena leaderboard dataset · Oct 13, 2026 | #43 · #43 in General LLM Margin 29.25170068027211 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #115 · #115 in Reasoning Margin 79.45205479452055 LMArena leaderboard dataset · Oct 13, 2026 | #39 · #39 in Reasoning Margin 27.397260273972606 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #35 · #35 in Math Margin 77.77777777777777 Epoch AI benchmarking hub · May 22, 2025 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Science | #97 · #97 in Science Margin — Epoch AI benchmarking hub · May 22, 2025 | #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 | — | #7 · #7 in Coding › Web dev Margin 5.607476635514018 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #94 · #94 in Long context Margin 63.945578231292515 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 | — | #70 · #70 in Factuality Margin 52.985074626865675 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #67 · #67 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · May 22, 2025 | #6 · #6 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 22, 2026 |
Claude Sonnet 4: $6 per 1M blended tokens.
GPT-6 Sol: $4.000000000000001 per 1M blended tokens.
Claude Sonnet 4: closed weights.
GPT-6 Sol: closed weights.
General LLM: As of Oct 14, 2026, GPT-6 Sol leads Claude Sonnet 4 in General LLM at #43 against #126.
Reasoning: As of Oct 14, 2026, GPT-6 Sol leads Claude Sonnet 4 in Reasoning at #39 against #115.
Science: As of Oct 14, 2026, GPT-6 Sol leads Claude Sonnet 4 in Science at #8 against #97.
Long context: As of Oct 14, 2026, GPT-6 Sol leads Claude Sonnet 4 in Long context at #49 against #94.
Abstraction (ARC): As of Oct 14, 2026, GPT-6 Sol leads Claude Sonnet 4 in Abstraction (ARC) at #6 against #67.
Claude Sonnet 4 or GPT-6 Sol?
As of Oct 14, 2026, Claude Sonnet 4 leads GPT-6 Sol in 0 of 5 shared categories.
Claude Sonnet 4 or GPT-6 Sol for General LLM?
As of Oct 14, 2026, GPT-6 Sol leads Claude Sonnet 4 in General LLM at #43 against #126.
Claude Sonnet 4 or GPT-6 Sol for Reasoning?
As of Oct 14, 2026, GPT-6 Sol leads Claude Sonnet 4 in Reasoning at #39 against #115.
Claude Sonnet 4 or GPT-6 Sol for Science?
As of Oct 14, 2026, GPT-6 Sol leads Claude Sonnet 4 in Science at #8 against #97.