GPT-5.4 vs Grok 4.1
As of Oct 14, 2026, GPT-5.4 leads Grok 4.1 in 4 of 4 shared categories: General LLM, Reasoning, Long context, and Factuality.
GPT-5.4
It used to be. Was SOTA in General LLM.
Grok 4.1
#42 Best current rank: #42 in General LLM, as of Oct 14, 2026.
| Category | GPT-5.4 | Grok 4.1 |
|---|---|---|
| General LLM | #28 · Was SOTA · General LLM Margin 19.04761904761905 LMArena leaderboard dataset · Oct 13, 2026 | #42 · #42 in General LLM Margin 28.57142857142857 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #29 · #29 in Reasoning Margin 20.54794520547945 LMArena leaderboard dataset · Oct 13, 2026 | #54 · #54 in Reasoning Margin 37.67123287671233 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #9 · #9 in Math Margin 17.777777777777757 Epoch AI benchmarking hub · Mar 5, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Science | #16 · #16 in Science Margin — Epoch AI benchmarking hub · Mar 5, 2026 | — |
| Coding | #— · Not enough data Margin — Epoch AI benchmarking hub · Mar 5, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Coding › Web dev | #55 · #55 in Coding › Web dev Margin 50.467289719626166 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Long context | #34 · #34 in Long context Margin 23.12925170068027 LMArena leaderboard dataset · Oct 13, 2026 | #67 · #67 in Long context Margin 45.57823129251702 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 | — |
| Factuality | #6 · Was SOTA · Factuality Margin 5.22388059701494 LMArena leaderboard dataset · Oct 13, 2026 | #81 · #81 in Factuality Margin 61.19402985074627 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #10 · #10 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Mar 5, 2026 | — |
GPT-5.4: $5.625 per 1M blended tokens.
Grok 4.1: price per 1M tokens is unset in the catalog.
GPT-5.4: closed weights.
Grok 4.1: closed weights.
General LLM: As of Oct 14, 2026, GPT-5.4 leads Grok 4.1 in General LLM at #28 against #42.
Reasoning: As of Oct 14, 2026, GPT-5.4 leads Grok 4.1 in Reasoning at #29 against #54.
Long context: As of Oct 14, 2026, GPT-5.4 leads Grok 4.1 in Long context at #34 against #67.
Factuality: As of Oct 14, 2026, GPT-5.4 leads Grok 4.1 in Factuality at #6 against #81.
GPT-5.4 or Grok 4.1?
As of Oct 14, 2026, GPT-5.4 leads Grok 4.1 in 4 of 4 shared categories: General LLM, Reasoning, Long context, and Factuality.
GPT-5.4 or Grok 4.1 for General LLM?
As of Oct 14, 2026, GPT-5.4 leads Grok 4.1 in General LLM at #28 against #42.
GPT-5.4 or Grok 4.1 for Reasoning?
As of Oct 14, 2026, GPT-5.4 leads Grok 4.1 in Reasoning at #29 against #54.
GPT-5.4 or Grok 4.1 for Long context?
As of Oct 14, 2026, GPT-5.4 leads Grok 4.1 in Long context at #34 against #67.