Claude Opus 4 vs GPT-6 Astra
As of Oct 14, 2026, Claude Opus 4 leads GPT-6 Astra in 0 of 6 shared categories.
Claude Opus 4
It used to be. Was SOTA in Reasoning.
GPT-6 Astra
Yes. SOTA in Math and co-SOTA in Vision.
| Category | Claude Opus 4 | GPT-6 Astra |
|---|---|---|
| General LLM | #102 · #102 in General LLM Margin 69.38775510204081 LMArena leaderboard dataset · Oct 13, 2026 | #25 · #25 in General LLM Margin 17.006802721088434 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #97 · Was SOTA · Reasoning Margin 67.12328767123287 LMArena leaderboard dataset · Oct 13, 2026 | #23 · #23 in Reasoning Margin 16.438356164383563 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #29 · #29 in Math Margin 62.22222222222222 Epoch AI benchmarking hub · May 22, 2025 | #1 · SOTA · Math Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 |
| Science | #91 · #91 in Science Margin — Epoch AI benchmarking hub · May 22, 2025 | #2 · #2 in Science Margin — Epoch AI benchmarking hub · Sep 3, 2026 |
| Coding | #— · Not enough data Margin — Epoch AI benchmarking hub · May 22, 2025 | #2 · Near-SOTA · Coding Margin 13.63636363636364 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Agentic | — | #2 · Near-SOTA · Coding › Agentic Margin 13.63636363636364 Terminal-Bench Harbor Hub · Oct 6, 2026 |
| Coding › Web dev | — | #2 · Near-SOTA · Coding › Web dev Margin 0.9345794392523317 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #70 · #70 in Long context Margin 47.61904761904762 LMArena leaderboard dataset · Oct 13, 2026 | #22 · #22 in Long context Margin 14.965986394557817 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 | #1 · Co-SOTA · Vision Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 |
| Factuality | — | #25 · #25 in Factuality Margin 19.402985074626883 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | #69 · #69 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · May 22, 2025 | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 3, 2026 |
Claude Opus 4: price per 1M tokens is unset in the catalog.
GPT-6 Astra: $20 per 1M blended tokens.
Claude Opus 4: closed weights.
GPT-6 Astra: closed weights.
General LLM: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4 in General LLM at #25 against #102.
Reasoning: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4 in Reasoning at #23 against #97.
Math: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4 in Math at #1 against #29.
Science: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4 in Science at #2 against #91.
Long context: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4 in Long context at #22 against #70.
Abstraction (ARC): As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4 in Abstraction (ARC) at #1 against #69.
Claude Opus 4 or GPT-6 Astra?
As of Oct 14, 2026, Claude Opus 4 leads GPT-6 Astra in 0 of 6 shared categories.
Claude Opus 4 or GPT-6 Astra for General LLM?
As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4 in General LLM at #25 against #102.
Claude Opus 4 or GPT-6 Astra for Reasoning?
As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4 in Reasoning at #23 against #97.
Claude Opus 4 or GPT-6 Astra for Math?
As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4 in Math at #1 against #29.