Claude Sonnet 4.6 vs Grok 4.6
As of Oct 15, 2026, Claude Sonnet 4.6 leads Grok 4.6 in 5 of 8 shared categories: General LLM, Reasoning, Long context, Vision, and Factuality.
Claude Sonnet 4.6
It used to be. Was SOTA in Long context.
Grok 4.6
#10 Best recorded rank: #10 in Science, as of Oct 15, 2026.
| Category | Claude Sonnet 4.6 | Grok 4.6 |
|---|---|---|
| General LLM | #32 · #32 in General LLM Margin 21.768707482993193 LMArena leaderboard dataset · Oct 13, 2026 | #48 · #48 in General LLM Margin 32.65306122448979 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #20 · #20 in Reasoning Margin 14.38356164383562 LMArena leaderboard dataset · Oct 13, 2026 | #44 · #44 in Reasoning Margin 30.821917808219183 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 | #50 · #50 in Science Margin — Epoch AI benchmarking hub · Feb 17, 2026 | #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 | #41 · #41 in Coding › Web dev Margin 37.38317757009346 LMArena leaderboard dataset · Oct 13, 2026 | #20 · #20 in Coding › Web dev Margin 17.757009345794387 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #20 · Was SOTA · Long context Margin 13.605442176870753 LMArena leaderboard dataset · Oct 13, 2026 | #41 · #41 in Long context Margin 27.89115646258503 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #23 · Was SOTA · Vision Margin 63.1578947368421 Epoch AI benchmarking hub · Feb 17, 2026 | #24 · #24 in Vision Margin 65.78947368421052 Epoch AI benchmarking hub · Aug 12, 2026 |
| Factuality | #34 · #34 in Factuality Margin 26.11940298507463 LMArena leaderboard dataset · Oct 13, 2026 | #51 · #51 in Factuality Margin 38.80597014925373 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #23 · #23 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Feb 17, 2026 | #20 · #20 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Aug 12, 2026 |
Claude Sonnet 4.6: $6 per 1M blended tokens.
Grok 4.6: $3 per 1M blended tokens.
Claude Sonnet 4.6: closed weights.
Grok 4.6: closed weights.
General LLM: As of Oct 15, 2026, Claude Sonnet 4.6 leads Grok 4.6 in General LLM at #32 against #48.
Reasoning: As of Oct 15, 2026, Claude Sonnet 4.6 leads Grok 4.6 in Reasoning at #20 against #44.
Science: As of Oct 15, 2026, Grok 4.6 leads Claude Sonnet 4.6 in Science at #10 against #50.
Coding › Web dev: As of Oct 15, 2026, Grok 4.6 leads Claude Sonnet 4.6 in Coding › Web dev at #20 against #41.
Long context: As of Oct 15, 2026, Claude Sonnet 4.6 leads Grok 4.6 in Long context at #20 against #41.
Vision: As of Oct 15, 2026, Claude Sonnet 4.6 leads Grok 4.6 in Vision at #23 against #24.
Factuality: As of Oct 15, 2026, Claude Sonnet 4.6 leads Grok 4.6 in Factuality at #34 against #51.
Abstraction (ARC): As of Oct 15, 2026, Grok 4.6 leads Claude Sonnet 4.6 in Abstraction (ARC) at #20 against #23.
Claude Sonnet 4.6 or Grok 4.6?
As of Oct 15, 2026, Claude Sonnet 4.6 leads Grok 4.6 in 5 of 8 shared categories: General LLM, Reasoning, Long context, Vision, and Factuality.
Claude Sonnet 4.6 or Grok 4.6 for General LLM?
As of Oct 15, 2026, Claude Sonnet 4.6 leads Grok 4.6 in General LLM at #32 against #48.
Claude Sonnet 4.6 or Grok 4.6 for Reasoning?
As of Oct 15, 2026, Claude Sonnet 4.6 leads Grok 4.6 in Reasoning at #20 against #44.
Claude Sonnet 4.6 or Grok 4.6 for Science?
As of Oct 15, 2026, Grok 4.6 leads Claude Sonnet 4.6 in Science at #10 against #50.