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
It used to be. Was SOTA in General LLM.
GPT-5.4
It used to be. Was SOTA in General LLM.
| Category | Claude 3.5 Sonnet | GPT-5.4 |
|---|---|---|
| General LLM | #181 · Was SOTA · General LLM Margin 96.27659574468085 LMArena leaderboard dataset · Oct 13, 2026 | #30 · Was SOTA · General LLM Margin 15.957446808510639 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #175 · Was SOTA · Reasoning Margin 93.61702127659575 LMArena leaderboard dataset · Oct 13, 2026 | #32 · #32 in Reasoning Margin 17.55319148936171 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #43 · #43 in Math Margin 95.55555555555556 Epoch AI benchmarking hub · Oct 22, 2024 | #9 · #9 in Math Margin 17.777777777777757 Epoch AI benchmarking hub · Mar 5, 2026 |
| Science | #119 · #119 in Science Margin — Epoch AI benchmarking hub · Oct 22, 2024 | #16 · #16 in Science Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
| Coding | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| Coding › Web dev | — | #60 · #60 in Coding › Web dev Margin 47.2 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #163 · Was SOTA · Long context Margin 86.70212765957447 LMArena leaderboard dataset · Oct 13, 2026 | #40 · #40 in Long context Margin 21.276595744680847 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 4.0697674418604635 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | — | #10 · #10 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
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.
General LLM: As of Oct 15, 2026, GPT-5.4 leads Claude 3.5 Sonnet in General LLM at #30 against #181.
Reasoning: As of Oct 15, 2026, GPT-5.4 leads Claude 3.5 Sonnet in Reasoning at #32 against #175.
Math: As of Oct 15, 2026, GPT-5.4 leads Claude 3.5 Sonnet in Math at #9 against #43.
Science: As of Oct 15, 2026, GPT-5.4 leads Claude 3.5 Sonnet in Science at #16 against #119.
Long context: As of Oct 15, 2026, GPT-5.4 leads Claude 3.5 Sonnet in Long context at #40 against #163.
Claude 3.5 Sonnet or 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 or GPT-5.4 for General LLM?
As of Oct 15, 2026, GPT-5.4 leads Claude 3.5 Sonnet in General LLM at #30 against #181.
Claude 3.5 Sonnet or GPT-5.4 for Reasoning?
As of Oct 15, 2026, GPT-5.4 leads Claude 3.5 Sonnet in Reasoning at #32 against #175.
Claude 3.5 Sonnet or GPT-5.4 for Math?
As of Oct 15, 2026, GPT-5.4 leads Claude 3.5 Sonnet in Math at #9 against #43.