# Claude 3.7 Sonnet vs GPT-5.4

As of Oct 15, 2026, Claude 3.7 Sonnet leads GPT-5.4 in 0 of 6 shared categories.

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.

- Which to pick, General LLM: As of Oct 15, 2026, GPT-5.4 leads Claude 3.7 Sonnet in General LLM at #28 against #143.
- Which to pick, Reasoning: As of Oct 15, 2026, GPT-5.4 leads Claude 3.7 Sonnet in Reasoning at #29 against #135.
- Which to pick, Math: As of Oct 15, 2026, GPT-5.4 leads Claude 3.7 Sonnet in Math at #9 against #33.
- Which to pick, Science: As of Oct 15, 2026, GPT-5.4 leads Claude 3.7 Sonnet in Science at #16 against #98.
- Which to pick, Long context: As of Oct 15, 2026, GPT-5.4 leads Claude 3.7 Sonnet in Long context at #34 against #109.
- Which to pick, Abstraction (ARC): As of Oct 15, 2026, GPT-5.4 leads Claude 3.7 Sonnet in Abstraction (ARC) at #10 against #80.

As of Oct 15, 2026, Claude 3.7 Sonnet is a former state-of-the-art holder in Long context (since Mar 11, 2025; sources LMArena Text (style-controlled, longer query); methodology v1.0).

As of Oct 15, 2026, GPT-5.4 is a former state-of-the-art holder in General LLM (since Apr 10, 2026; sources LMArena Text (style-controlled, overall); methodology v1.0).