Compare · 2026-10-14
Claude Opus 5 vs GPT-5.4 Pro
As of Oct 14, 2026, Claude Opus 5 leads GPT-5.4 Pro in 1 of 2 shared categories: Abstraction (ARC).
| Category | Claude Opus 5 | GPT-5.4 Pro |
|---|---|---|
| General LLM | #11 · Was SOTA · General LLM Margin 7.482993197278915 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Reasoning | #9 · Was SOTA · Reasoning Margin 6.849315068493155 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 | #12 · #12 in Science Margin — Epoch AI benchmarking hub · Jul 24, 2026 | #6 · #6 in Science Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
| Coding | #4 · #4 in Coding Margin 22.727272727272734 Terminal-Bench Harbor Hub · Oct 6, 2026 | — |
| Coding › Agentic | #4 · #4 in Coding › Agentic Margin 22.727272727272734 Terminal-Bench Harbor Hub · Oct 6, 2026 | — |
| Coding › Web dev | #6 · Was SOTA · Coding › Web dev Margin 4.672897196261687 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Long context | #9 · Was SOTA · Long context Margin 6.122448979591837 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Vision | #12 · #12 in Vision Margin 36.8421052631579 Epoch AI benchmarking hub · Jul 24, 2026 | — |
| Factuality | #4 · Near-SOTA · Factuality Margin 3.731343283582092 LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
| Abstraction (ARC) | #3 · #3 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Jul 24, 2026 | #8 · #8 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Mar 5, 2026 |
Price per 1M tokens
Claude Opus 5: $10 per 1M blended tokens.
GPT-5.4 Pro: $67.5 per 1M blended tokens.
Open weights
Claude Opus 5: closed weights.
GPT-5.4 Pro: closed weights.
Which to pick
Science: As of Oct 14, 2026, GPT-5.4 Pro leads Claude Opus 5 in Science at #6 against #12.
Abstraction (ARC): As of Oct 14, 2026, Claude Opus 5 leads GPT-5.4 Pro in Abstraction (ARC) at #3 against #8.
Claude Opus 5 or GPT-5.4 Pro?
As of Oct 14, 2026, Claude Opus 5 leads GPT-5.4 Pro in 1 of 2 shared categories: Abstraction (ARC).
Claude Opus 5 or GPT-5.4 Pro for Science?
As of Oct 14, 2026, GPT-5.4 Pro leads Claude Opus 5 in Science at #6 against #12.
Claude Opus 5 or GPT-5.4 Pro for Abstraction (ARC)?
As of Oct 14, 2026, Claude Opus 5 leads GPT-5.4 Pro in Abstraction (ARC) at #3 against #8.