Compare · 2026-10-14

Claude Opus 4.5 vs GPT-6 Astra

As of Oct 14, 2026, Claude Opus 4.5 leads GPT-6 Astra in 1 of 8 shared categories: Long context.

CategoryClaude Opus 4.5GPT-6 Astra
General LLM
#33 · #33 in General LLM
Margin 22.448979591836732
LMArena leaderboard dataset · Oct 13, 2026
#25 · #25 in General LLM
Margin 17.006802721088434
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#28 · Was SOTA · Reasoning
Margin 19.86301369863014
LMArena leaderboard dataset · Oct 13, 2026
#23 · #23 in Reasoning
Margin 16.438356164383563
LMArena leaderboard dataset · Oct 13, 2026
Math
#16 · #16 in Math
Margin 33.33333333333333
Epoch AI benchmarking hub · Nov 24, 2025
#1 · SOTA · Math
Margin 0
Epoch AI benchmarking hub · Sep 3, 2026
Science
#68 · #68 in Science
Margin —
Epoch AI benchmarking hub · Nov 24, 2025
#2 · #2 in Science
Margin —
Epoch AI benchmarking hub · Sep 3, 2026
Coding
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Nov 24, 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
#53 · Was SOTA · Coding › Web dev
Margin 48.598130841121495
LMArena leaderboard dataset · Oct 13, 2026
#2 · Near-SOTA · Coding › Web dev
Margin 0.9345794392523317
LMArena leaderboard dataset · Oct 13, 2026
Long context
#19 · Was SOTA · Long context
Margin 12.925170068027214
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
#36 · #36 in Factuality
Margin 27.611940298507463
LMArena leaderboard dataset · Oct 13, 2026
#25 · #25 in Factuality
Margin 19.402985074626883
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#49 · #49 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Nov 24, 2025
#1 · #1 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Sep 3, 2026
Price per 1M tokens

Claude Opus 4.5: $10 per 1M blended tokens.

GPT-6 Astra: $20 per 1M blended tokens.

Open weights

Claude Opus 4.5: closed weights.

GPT-6 Astra: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.5 in General LLM at #25 against #33.

Reasoning: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.5 in Reasoning at #23 against #28.

Math: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.5 in Math at #1 against #16.

Science: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.5 in Science at #2 against #68.

Coding › Web dev: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.5 in Coding › Web dev at #2 against #53.

Long context: As of Oct 14, 2026, Claude Opus 4.5 leads GPT-6 Astra in Long context at #19 against #22.

Factuality: As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.5 in Factuality at #25 against #36.

Abstraction (ARC): As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.5 in Abstraction (ARC) at #1 against #49.

Claude Opus 4.5 · GPT-6 Astra

Claude Opus 4.5 or GPT-6 Astra?

As of Oct 14, 2026, Claude Opus 4.5 leads GPT-6 Astra in 1 of 8 shared categories: Long context.

Claude Opus 4.5 or GPT-6 Astra for General LLM?

As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.5 in General LLM at #25 against #33.

Claude Opus 4.5 or GPT-6 Astra for Reasoning?

As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.5 in Reasoning at #23 against #28.

Claude Opus 4.5 or GPT-6 Astra for Math?

As of Oct 14, 2026, GPT-6 Astra leads Claude Opus 4.5 in Math at #1 against #16.