Claude 3.7 Sonnet vs GPT-5.4 Pro
As of Oct 14, 2026, Claude 3.7 Sonnet leads GPT-5.4 Pro in 0 of 3 shared categories.
Claude 3.7 Sonnet
It used to be. Was SOTA in Long context.
GPT-5.4 Pro
It used to be. Was SOTA in Math.
| Category | Claude 3.7 Sonnet | GPT-5.4 Pro |
|---|---|---|
| General LLM | #143 · #143 in General LLM Margin 97.27891156462584 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Reasoning | #135 · #135 in Reasoning Margin 93.15068493150685 LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
| Math | #33 · #33 in Math Margin 73.33333333333334 Epoch AI benchmarking hub · Feb 24, 2025 | #6 · Was SOTA · Math Margin 11.111111111111114 Epoch AI benchmarking hub · Mar 5, 2026 |
| Science | #98 · #98 in Science Margin — Epoch AI benchmarking hub · Feb 24, 2025 | #6 · #6 in Science Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
| Coding | #— · Not enough data Margin — Epoch AI benchmarking hub · Feb 24, 2025 | — |
| Long context | #109 · Was SOTA · Long context Margin 74.14965986394559 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Vision | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 | — |
| Factuality | — | #— · Not enough data Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
| Abstraction (ARC) | #80 · #80 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Feb 24, 2025 | #8 · #8 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 Pro: $67.5 per 1M blended tokens.
Claude 3.7 Sonnet: closed weights.
GPT-5.4 Pro: closed weights.
Math: As of Oct 14, 2026, GPT-5.4 Pro leads Claude 3.7 Sonnet in Math at #6 against #33.
Science: As of Oct 14, 2026, GPT-5.4 Pro leads Claude 3.7 Sonnet in Science at #6 against #98.
Abstraction (ARC): As of Oct 14, 2026, GPT-5.4 Pro leads Claude 3.7 Sonnet in Abstraction (ARC) at #8 against #80.
Claude 3.7 Sonnet · GPT-5.4 Pro
Claude 3.7 Sonnet or GPT-5.4 Pro?
As of Oct 14, 2026, Claude 3.7 Sonnet leads GPT-5.4 Pro in 0 of 3 shared categories.
Claude 3.7 Sonnet or GPT-5.4 Pro for Math?
As of Oct 14, 2026, GPT-5.4 Pro leads Claude 3.7 Sonnet in Math at #6 against #33.
Claude 3.7 Sonnet or GPT-5.4 Pro for Science?
As of Oct 14, 2026, GPT-5.4 Pro leads Claude 3.7 Sonnet in Science at #6 against #98.
Claude 3.7 Sonnet or GPT-5.4 Pro for Abstraction (ARC)?
As of Oct 14, 2026, GPT-5.4 Pro leads Claude 3.7 Sonnet in Abstraction (ARC) at #8 against #80.