GPT-6 Sol vs Grok 4.6
As of Oct 14, 2026, GPT-6 Sol leads Grok 4.6 in 8 of 10 shared categories: General LLM, Reasoning, Science, Coding, Coding › Agentic, Coding › Web dev, Vision, and Abstraction (ARC).
GPT-6 Sol
#5 Best current rank: #5 in Coding, as of Oct 14, 2026.
Grok 4.6
#10 Best recorded rank: #10 in Science, as of Oct 14, 2026.
| Category | GPT-6 Sol | Grok 4.6 |
|---|---|---|
| General LLM | #43 · #43 in General LLM Margin 29.25170068027211 LMArena leaderboard dataset · Oct 13, 2026 | #48 · #48 in General LLM Margin 32.65306122448979 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #39 · #39 in Reasoning Margin 27.397260273972606 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 | #8 · #8 in Science Margin — Epoch AI benchmarking hub · Sep 22, 2026 | #10 · #10 in Science Margin — Epoch AI benchmarking hub · Aug 12, 2026 |
| Coding | #5 · #5 in Coding Margin 27.272727272727266 Terminal-Bench Harbor Hub · Oct 6, 2026 | #14 · #14 in Coding Margin 68.18181818181819 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Agentic | #5 · #5 in Coding › Agentic Margin 27.272727272727266 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 | #7 · #7 in Coding › Web dev Margin 5.607476635514018 LMArena leaderboard dataset · Oct 13, 2026 | #20 · #20 in Coding › Web dev Margin 17.757009345794387 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #49 · #49 in Long context Margin 33.33333333333333 LMArena leaderboard dataset · Oct 13, 2026 | #41 · #41 in Long context Margin 27.89115646258503 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #9 · #9 in Vision Margin 26.315789473684205 Epoch AI benchmarking hub · Sep 22, 2026 | #24 · #24 in Vision Margin 65.78947368421052 Epoch AI benchmarking hub · Aug 12, 2026 |
| Factuality | #70 · #70 in Factuality Margin 52.985074626865675 LMArena leaderboard dataset · Oct 13, 2026 | #51 · #51 in Factuality Margin 38.80597014925373 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #6 · #6 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 22, 2026 | #20 · #20 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Aug 12, 2026 |
GPT-6 Sol: $4.000000000000001 per 1M blended tokens.
Grok 4.6: $3 per 1M blended tokens.
GPT-6 Sol: closed weights.
Grok 4.6: closed weights.
General LLM: As of Oct 14, 2026, GPT-6 Sol leads Grok 4.6 in General LLM at #43 against #48.
Reasoning: As of Oct 14, 2026, GPT-6 Sol leads Grok 4.6 in Reasoning at #39 against #44.
Science: As of Oct 14, 2026, GPT-6 Sol leads Grok 4.6 in Science at #8 against #10.
Coding: As of Oct 14, 2026, GPT-6 Sol leads Grok 4.6 in Coding at #5 against #14.
Coding › Agentic: As of Oct 14, 2026, GPT-6 Sol leads Grok 4.6 in Coding › Agentic at #5 against #14.
Coding › Web dev: As of Oct 14, 2026, GPT-6 Sol leads Grok 4.6 in Coding › Web dev at #7 against #20.
Long context: As of Oct 14, 2026, Grok 4.6 leads GPT-6 Sol in Long context at #41 against #49.
Vision: As of Oct 14, 2026, GPT-6 Sol leads Grok 4.6 in Vision at #9 against #24.
Factuality: As of Oct 14, 2026, Grok 4.6 leads GPT-6 Sol in Factuality at #51 against #70.
Abstraction (ARC): As of Oct 14, 2026, GPT-6 Sol leads Grok 4.6 in Abstraction (ARC) at #6 against #20.
GPT-6 Sol or Grok 4.6?
As of Oct 14, 2026, GPT-6 Sol leads Grok 4.6 in 8 of 10 shared categories: General LLM, Reasoning, Science, Coding, Coding › Agentic, Coding › Web dev, Vision, and Abstraction (ARC).
GPT-6 Sol or Grok 4.6 for General LLM?
As of Oct 14, 2026, GPT-6 Sol leads Grok 4.6 in General LLM at #43 against #48.
GPT-6 Sol or Grok 4.6 for Reasoning?
As of Oct 14, 2026, GPT-6 Sol leads Grok 4.6 in Reasoning at #39 against #44.
GPT-6 Sol or Grok 4.6 for Science?
As of Oct 14, 2026, GPT-6 Sol leads Grok 4.6 in Science at #8 against #10.