Claude Opus 4.8 vs GPT-5.4 Pro
As of Oct 14, 2026, Claude Opus 4.8 leads GPT-5.4 Pro in 0 of 2 shared categories.
Claude Opus 4.8
It used to be. Was SOTA in Coding › Web dev.
GPT-5.4 Pro
It used to be. Was SOTA in Math.
| Category | Claude Opus 4.8 | GPT-5.4 Pro |
|---|---|---|
| General LLM | #20 · #20 in General LLM Margin 13.605442176870753 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Reasoning | #10 · #10 in Reasoning Margin 7.534246575342465 LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
| Math | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #6 · Was SOTA · Math Margin 11.111111111111114 Epoch AI benchmarking hub · Mar 5, 2026 |
| Science | #27 · #27 in Science Margin — Epoch AI benchmarking hub · May 28, 2026 | #6 · #6 in Science Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
| Coding | #12 · #12 in Coding Margin 59.09090909090909 Terminal-Bench Harbor Hub · Oct 6, 2026 | — |
| Coding › Agentic | #12 · #12 in Coding › Agentic Margin 59.09090909090909 Terminal-Bench Harbor Hub · Oct 6, 2026 | — |
| Coding › Web dev | #33 · Was SOTA · Coding › Web dev Margin 29.90654205607477 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Long context | #10 · Was SOTA · Long context Margin 6.802721088435391 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Vision | #13 · #13 in Vision Margin 36.842105263157904 Epoch AI benchmarking hub · May 28, 2026 | — |
| Factuality | #21 · #21 in Factuality Margin 16.417910447761187 LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
| Abstraction (ARC) | #12 · #12 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · May 28, 2026 | #8 · #8 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
Claude Opus 4.8: $10 per 1M blended tokens.
GPT-5.4 Pro: $67.5 per 1M blended tokens.
Claude Opus 4.8: closed weights.
GPT-5.4 Pro: closed weights.
Science: As of Oct 14, 2026, GPT-5.4 Pro leads Claude Opus 4.8 in Science at #6 against #27.
Abstraction (ARC): As of Oct 14, 2026, GPT-5.4 Pro leads Claude Opus 4.8 in Abstraction (ARC) at #8 against #12.
Claude Opus 4.8 or GPT-5.4 Pro?
As of Oct 14, 2026, Claude Opus 4.8 leads GPT-5.4 Pro in 0 of 2 shared categories.
Claude Opus 4.8 or GPT-5.4 Pro for Science?
As of Oct 14, 2026, GPT-5.4 Pro leads Claude Opus 4.8 in Science at #6 against #27.
Claude Opus 4.8 or GPT-5.4 Pro for Abstraction (ARC)?
As of Oct 14, 2026, GPT-5.4 Pro leads Claude Opus 4.8 in Abstraction (ARC) at #8 against #12.