Claude 3.7 Sonnet vs GPT-5.4
As of Oct 14, 2026, Claude 3.7 Sonnet leads GPT-5.4 in 0 of 6 shared categories.
Claude 3.7 Sonnet
It used to be. Was SOTA in Long context.
GPT-5.4
It used to be. Was SOTA in General LLM.
| Category | Claude 3.7 Sonnet | GPT-5.4 |
|---|---|---|
| General LLM | #143 · #143 in General LLM Margin 97.27891156462584 LMArena leaderboard dataset · Oct 13, 2026 | #28 · Was SOTA · General LLM Margin 19.04761904761905 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #135 · #135 in Reasoning Margin 93.15068493150685 LMArena leaderboard dataset · Oct 13, 2026 | #29 · #29 in Reasoning Margin 20.54794520547945 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #33 · #33 in Math Margin 73.33333333333334 Epoch AI benchmarking hub · Feb 24, 2025 | #9 · #9 in Math Margin 17.777777777777757 Epoch AI benchmarking hub · Mar 5, 2026 |
| Science | #98 · #98 in Science Margin — Epoch AI benchmarking hub · Feb 24, 2025 | #16 · #16 in Science Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
| Coding | #— · Not enough data Margin — Epoch AI benchmarking hub · Feb 24, 2025 | #— · Not enough data Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
| Coding › Web dev | — | #55 · #55 in Coding › Web dev Margin 50.467289719626166 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #109 · Was SOTA · Long context Margin 74.14965986394559 LMArena leaderboard dataset · Oct 13, 2026 | #34 · #34 in Long context Margin 23.12925170068027 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 |
| Factuality | — | #6 · Was SOTA · Factuality Margin 5.22388059701494 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #80 · #80 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Feb 24, 2025 | #10 · #10 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
Claude 3.7 Sonnet: price per 1M tokens is unset in the catalog.
GPT-5.4: $5.625 per 1M blended tokens.
Claude 3.7 Sonnet: closed weights.
GPT-5.4: closed weights.
General LLM: As of Oct 14, 2026, GPT-5.4 leads Claude 3.7 Sonnet in General LLM at #28 against #143.
Reasoning: As of Oct 14, 2026, GPT-5.4 leads Claude 3.7 Sonnet in Reasoning at #29 against #135.
Math: As of Oct 14, 2026, GPT-5.4 leads Claude 3.7 Sonnet in Math at #9 against #33.
Science: As of Oct 14, 2026, GPT-5.4 leads Claude 3.7 Sonnet in Science at #16 against #98.
Long context: As of Oct 14, 2026, GPT-5.4 leads Claude 3.7 Sonnet in Long context at #34 against #109.
Abstraction (ARC): As of Oct 14, 2026, GPT-5.4 leads Claude 3.7 Sonnet in Abstraction (ARC) at #10 against #80.
Claude 3.7 Sonnet or GPT-5.4?
As of Oct 14, 2026, Claude 3.7 Sonnet leads GPT-5.4 in 0 of 6 shared categories.
Claude 3.7 Sonnet or GPT-5.4 for General LLM?
As of Oct 14, 2026, GPT-5.4 leads Claude 3.7 Sonnet in General LLM at #28 against #143.
Claude 3.7 Sonnet or GPT-5.4 for Reasoning?
As of Oct 14, 2026, GPT-5.4 leads Claude 3.7 Sonnet in Reasoning at #29 against #135.
Claude 3.7 Sonnet or GPT-5.4 for Math?
As of Oct 14, 2026, GPT-5.4 leads Claude 3.7 Sonnet in Math at #9 against #33.