Claude Sonnet 4 vs Grok 4.6
As of Oct 14, 2026, Claude Sonnet 4 leads Grok 4.6 in 0 of 5 shared categories.
Claude Sonnet 4
#35 Best current rank: #35 in Math, as of Oct 14, 2026.
Grok 4.6
#10 Best recorded rank: #10 in Science, as of Oct 14, 2026.
| Category | Claude Sonnet 4 | Grok 4.6 |
|---|---|---|
| General LLM | #126 · #126 in General LLM Margin 85.71428571428571 LMArena leaderboard dataset · Oct 13, 2026 | #48 · #48 in General LLM Margin 32.65306122448979 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #115 · #115 in Reasoning Margin 79.45205479452055 LMArena leaderboard dataset · Oct 13, 2026 | #44 · #44 in Reasoning Margin 30.821917808219183 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 | #10 · #10 in Science Margin — Epoch AI benchmarking hub · Aug 12, 2026 |
| Coding | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #14 · #14 in Coding Margin 68.18181818181819 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Agentic | — | #14 · #14 in Coding › Agentic Margin 68.18181818181819 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Web dev | — | #20 · #20 in Coding › Web dev Margin 17.757009345794387 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #94 · #94 in Long context Margin 63.945578231292515 LMArena leaderboard dataset · Oct 13, 2026 | #41 · #41 in Long context Margin 27.89115646258503 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 | #24 · #24 in Vision Margin 65.78947368421052 Epoch AI benchmarking hub · Aug 12, 2026 |
| Factuality | — | #51 · #51 in Factuality Margin 38.80597014925373 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #67 · #67 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · May 22, 2025 | #20 · #20 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Aug 12, 2026 |
Claude Sonnet 4: $6 per 1M blended tokens.
Grok 4.6: $3 per 1M blended tokens.
Claude Sonnet 4: closed weights.
Grok 4.6: closed weights.
General LLM: As of Oct 14, 2026, Grok 4.6 leads Claude Sonnet 4 in General LLM at #48 against #126.
Reasoning: As of Oct 14, 2026, Grok 4.6 leads Claude Sonnet 4 in Reasoning at #44 against #115.
Science: As of Oct 14, 2026, Grok 4.6 leads Claude Sonnet 4 in Science at #10 against #97.
Long context: As of Oct 14, 2026, Grok 4.6 leads Claude Sonnet 4 in Long context at #41 against #94.
Abstraction (ARC): As of Oct 14, 2026, Grok 4.6 leads Claude Sonnet 4 in Abstraction (ARC) at #20 against #67.
Claude Sonnet 4 or Grok 4.6?
As of Oct 14, 2026, Claude Sonnet 4 leads Grok 4.6 in 0 of 5 shared categories.
Claude Sonnet 4 or Grok 4.6 for General LLM?
As of Oct 14, 2026, Grok 4.6 leads Claude Sonnet 4 in General LLM at #48 against #126.
Claude Sonnet 4 or Grok 4.6 for Reasoning?
As of Oct 14, 2026, Grok 4.6 leads Claude Sonnet 4 in Reasoning at #44 against #115.
Claude Sonnet 4 or Grok 4.6 for Science?
As of Oct 14, 2026, Grok 4.6 leads Claude Sonnet 4 in Science at #10 against #97.