Grok 4.6 vs O1
As of Oct 15, 2026, Grok 4.6 leads O1 in 5 of 5 shared categories: General LLM, Reasoning, Science, Long context, and Abstraction (ARC).
Grok 4.6
#10 Best recorded rank: #10 in Science, as of Oct 15, 2026.
O1
It used to be. Was SOTA in General LLM.
| Category | Grok 4.6 | O1 |
|---|---|---|
| General LLM | #61 · #61 in General LLM Margin 32.44680851063829 LMArena leaderboard dataset · Oct 13, 2026 | #146 · Was SOTA · General LLM Margin 77.65957446808511 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #55 · #55 in Reasoning Margin 29.787234042553195 LMArena leaderboard dataset · Oct 13, 2026 | #153 · Was SOTA · Reasoning Margin 81.91489361702128 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #34 · #34 in Math Margin 75.55555555555556 Epoch AI benchmarking hub · Dec 17, 2024 |
| Science | #10 · #10 in Science Margin — Epoch AI benchmarking hub · Aug 12, 2026 | #77 · #77 in Science Margin — Epoch AI benchmarking hub · Dec 17, 2024 |
| Coding | #14 · #14 in Coding Margin 68.18181818181819 Terminal-Bench Harbor Hub · Oct 6, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Coding › Agentic | #14 · #14 in Coding › Agentic Margin 68.18181818181819 Terminal-Bench Harbor Hub · Oct 6, 2026 | — |
| Coding › Web dev | #22 · #22 in Coding › Web dev Margin 16.799999999999997 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Long context | #48 · #48 in Long context Margin 25.531914893617028 LMArena leaderboard dataset · Oct 13, 2026 | #143 · Was SOTA · Long context Margin 76.06382978723404 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #24 · #24 in Vision Margin 65.78947368421052 Epoch AI benchmarking hub · Aug 12, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 |
| Factuality | #62 · #62 in Factuality Margin 36.627906976744185 LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — Epoch AI benchmarking hub · Dec 17, 2024 |
| Abstraction (ARC) | #20 · #20 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Aug 12, 2026 | #57 · #57 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Dec 17, 2024 |
Grok 4.6: $3 per 1M blended tokens.
O1: $26.25 per 1M blended tokens.
Grok 4.6: closed weights.
O1: closed weights.
General LLM: As of Oct 15, 2026, Grok 4.6 leads O1 in General LLM at #61 against #146.
Reasoning: As of Oct 15, 2026, Grok 4.6 leads O1 in Reasoning at #55 against #153.
Science: As of Oct 15, 2026, Grok 4.6 leads O1 in Science at #10 against #77.
Long context: As of Oct 15, 2026, Grok 4.6 leads O1 in Long context at #48 against #143.
Abstraction (ARC): As of Oct 15, 2026, Grok 4.6 leads O1 in Abstraction (ARC) at #20 against #57.
Grok 4.6 or O1?
As of Oct 15, 2026, Grok 4.6 leads O1 in 5 of 5 shared categories: General LLM, Reasoning, Science, Long context, and Abstraction (ARC).
Grok 4.6 or O1 for General LLM?
As of Oct 15, 2026, Grok 4.6 leads O1 in General LLM at #61 against #146.
Grok 4.6 or O1 for Reasoning?
As of Oct 15, 2026, Grok 4.6 leads O1 in Reasoning at #55 against #153.
Grok 4.6 or O1 for Science?
As of Oct 15, 2026, Grok 4.6 leads O1 in Science at #10 against #77.