GPT-6.1 Sol vs Grok 4.6
As of Oct 14, 2026, GPT-6.1 Sol leads Grok 4.6 in 10 of 10 shared categories: General LLM, Reasoning, Science, Coding, Coding › Agentic, Coding › Web dev, Long context, Vision, Factuality, and Abstraction (ARC).
GPT-6.1 Sol
Yes. SOTA in co-SOTA in Vision.
Grok 4.6
#10 Best recorded rank: #10 in Science, as of Oct 14, 2026.
| Category | GPT-6.1 Sol | Grok 4.6 |
|---|---|---|
| General LLM | #18 · #18 in General LLM Margin 12.244897959183675 LMArena leaderboard dataset · Oct 13, 2026 | #48 · #48 in General LLM Margin 32.65306122448979 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #15 · #15 in Reasoning Margin 10.958904109589042 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 | #4 · #4 in Science Margin — Epoch AI benchmarking hub · Sep 29, 2026 | #10 · #10 in Science Margin — Epoch AI benchmarking hub · Aug 12, 2026 |
| Coding | #2 · Near-SOTA · Coding Margin 13.63636363636364 Terminal-Bench Harbor Hub · Oct 6, 2026 | #14 · #14 in Coding Margin 68.18181818181819 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Agentic | #2 · Near-SOTA · Coding › Agentic Margin 13.63636363636364 Terminal-Bench Harbor Hub · Oct 6, 2026 | #14 · #14 in Coding › Agentic Margin 68.18181818181819 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Web dev | #4 · Near-SOTA · Coding › Web dev Margin 2.803738317757009 LMArena leaderboard dataset · Oct 13, 2026 | #20 · #20 in Coding › Web dev Margin 17.757009345794387 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #17 · #17 in Long context Margin 11.564625850340136 LMArena leaderboard dataset · Oct 13, 2026 | #41 · #41 in Long context Margin 27.89115646258503 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #1 · Co-SOTA · Vision Margin 0 Epoch AI benchmarking hub · Sep 29, 2026 | #24 · #24 in Vision Margin 65.78947368421052 Epoch AI benchmarking hub · Aug 12, 2026 |
| Factuality | #29 · #29 in Factuality Margin 22.388059701492537 LMArena leaderboard dataset · Oct 13, 2026 | #51 · #51 in Factuality Margin 38.80597014925373 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 29, 2026 | #20 · #20 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Aug 12, 2026 |
GPT-6.1 Sol: $4.000000000000001 per 1M blended tokens.
Grok 4.6: $3 per 1M blended tokens.
GPT-6.1 Sol: closed weights.
Grok 4.6: closed weights.
General LLM: As of Oct 14, 2026, GPT-6.1 Sol leads Grok 4.6 in General LLM at #18 against #48.
Reasoning: As of Oct 14, 2026, GPT-6.1 Sol leads Grok 4.6 in Reasoning at #15 against #44.
Science: As of Oct 14, 2026, GPT-6.1 Sol leads Grok 4.6 in Science at #4 against #10.
Coding: As of Oct 14, 2026, GPT-6.1 Sol leads Grok 4.6 in Coding at #2 against #14.
Coding › Agentic: As of Oct 14, 2026, GPT-6.1 Sol leads Grok 4.6 in Coding › Agentic at #2 against #14.
Coding › Web dev: As of Oct 14, 2026, GPT-6.1 Sol leads Grok 4.6 in Coding › Web dev at #4 against #20.
Long context: As of Oct 14, 2026, GPT-6.1 Sol leads Grok 4.6 in Long context at #17 against #41.
Vision: As of Oct 14, 2026, GPT-6.1 Sol leads Grok 4.6 in Vision at #1 against #24.
Factuality: As of Oct 14, 2026, GPT-6.1 Sol leads Grok 4.6 in Factuality at #29 against #51.
Abstraction (ARC): As of Oct 14, 2026, GPT-6.1 Sol leads Grok 4.6 in Abstraction (ARC) at #1 against #20.
GPT-6.1 Sol or Grok 4.6?
As of Oct 14, 2026, GPT-6.1 Sol leads Grok 4.6 in 10 of 10 shared categories: General LLM, Reasoning, Science, Coding, Coding › Agentic, Coding › Web dev, Long context, Vision, Factuality, and Abstraction (ARC).
GPT-6.1 Sol or Grok 4.6 for General LLM?
As of Oct 14, 2026, GPT-6.1 Sol leads Grok 4.6 in General LLM at #18 against #48.
GPT-6.1 Sol or Grok 4.6 for Reasoning?
As of Oct 14, 2026, GPT-6.1 Sol leads Grok 4.6 in Reasoning at #15 against #44.
GPT-6.1 Sol or Grok 4.6 for Science?
As of Oct 14, 2026, GPT-6.1 Sol leads Grok 4.6 in Science at #4 against #10.