Claude Opus 4.1 vs GPT-6 Astra
As of Oct 14, 2026, Claude Opus 4.1 leads GPT-6 Astra in 0 of 7 shared categories.
Claude Opus 4.1
It used to be. Was SOTA in General LLM.
GPT-6 Astra
Yes. SOTA in Math and co-SOTA in Vision.
| Category | Claude Opus 4.1 | GPT-6 Astra |
|---|---|---|
| General LLM | #57 · Was SOTA · General LLM Margin 38.775510204081634 LMArena leaderboard dataset · Oct 13, 2026 | #25 · #25 in General LLM Margin 17.006802721088434 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #47 · Was SOTA · Reasoning Margin 32.87671232876713 LMArena leaderboard dataset · Oct 13, 2026 | #23 · #23 in Reasoning Margin 16.438356164383563 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #27 · #27 in Math Margin 57.77777777777778 Epoch AI benchmarking hub · Aug 5, 2025 | #1 · SOTA · Math Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 |
| Science | #83 · #83 in Science Margin — Epoch AI benchmarking hub · Aug 5, 2025 | #2 · #2 in Science Margin — Epoch AI benchmarking hub · Sep 3, 2026 |
| Coding | #— · Not enough data Margin — Epoch AI benchmarking hub · Aug 5, 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 | #76 · Was SOTA · Coding › Web dev Margin 70.09345794392523 LMArena leaderboard dataset · Oct 13, 2026 | #2 · Near-SOTA · Coding › Web dev Margin 0.9345794392523317 LMArena leaderboard dataset · Oct 13, 2026 |
| Long context | #44 · Was SOTA · Long context Margin 29.931972789115648 LMArena leaderboard dataset · Oct 13, 2026 | #22 · #22 in Long context Margin 14.965986394557817 LMArena leaderboard dataset · Oct 13, 2026 |
| Vision | — | #1 · Co-SOTA · Vision Margin 0 Epoch AI benchmarking hub · Sep 3, 2026 |
| Factuality | #74 · #74 in Factuality Margin 55.97014925373134 LMArena leaderboard dataset · Oct 13, 2026 | #25 · #25 in Factuality Margin 19.402985074626883 LMArena leaderboard dataset · Oct 13, 2026 |
| Abstraction (ARC) | — | #1 · #1 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Sep 3, 2026 |
Claude Opus 4.1: $29.999999999999996 per 1M blended tokens.
GPT-6 Astra: $20 per 1M blended tokens.
Claude Opus 4.1: closed weights.
GPT-6 Astra: closed weights.
General LLM: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.1 in General LLM at #25 against #57.
Reasoning: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.1 in Reasoning at #23 against #47.
Math: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.1 in Math at #1 against #27.
Science: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.1 in Science at #2 against #83.
Coding › Web dev: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.1 in Coding › Web dev at #2 against #76.
Long context: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.1 in Long context at #22 against #44.
Factuality: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.1 in Factuality at #25 against #74.
Claude Opus 4.1 or GPT-6 Astra?
As of Oct 14, 2026, Claude Opus 4.1 leads GPT-6 Astra in 0 of 7 shared categories.
Claude Opus 4.1 or GPT-6 Astra for General LLM?
As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.1 in General LLM at #25 against #57.
Claude Opus 4.1 or GPT-6 Astra for Reasoning?
As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.1 in Reasoning at #23 against #47.
Claude Opus 4.1 or GPT-6 Astra for Math?
As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.1 in Math at #1 against #27.