# Claude 3.5 Sonnet vs GPT-5.4

As of Oct 15, 2026, Claude 3.5 Sonnet leads GPT-5.4 in 0 of 5 shared categories.

Claude 3.5 Sonnet: price per 1M tokens is unset in the catalog.

GPT-5.4: $5.625 per 1M blended tokens.

Claude 3.5 Sonnet: closed weights.

GPT-5.4: closed weights.

- Which to pick, General LLM: As of Oct 15, 2026, GPT-5.4 leads Claude 3.5 Sonnet in General LLM at #30 against #181.
- Which to pick, Reasoning: As of Oct 15, 2026, GPT-5.4 leads Claude 3.5 Sonnet in Reasoning at #32 against #175.
- Which to pick, Math: As of Oct 15, 2026, GPT-5.4 leads Claude 3.5 Sonnet in Math at #9 against #43.
- Which to pick, Science: As of Oct 15, 2026, GPT-5.4 leads Claude 3.5 Sonnet in Science at #16 against #119.
- Which to pick, Long context: As of Oct 15, 2026, GPT-5.4 leads Claude 3.5 Sonnet in Long context at #40 against #163.

As of Oct 15, 2026, Claude 3.5 Sonnet is a former state-of-the-art holder in General LLM (since Aug 28, 2024; sources LMArena Text (style-controlled, overall); 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).