Compare · 2026-10-14

Claude Opus 4.8 vs GPT-5

As of Oct 14, 2026, Claude Opus 4.8 leads GPT-5 in 7 of 7 shared categories: General LLM, Reasoning, Science, Coding › Web dev, Long context, Factuality, and Abstraction (ARC).

CategoryClaude Opus 4.8GPT-5
General LLM
#20 · #20 in General LLM
Margin 13.605442176870753
LMArena leaderboard dataset · Oct 13, 2026
#76 · Was SOTA · General LLM
Margin 51.70068027210884
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#10 · #10 in Reasoning
Margin 7.534246575342465
LMArena leaderboard dataset · Oct 13, 2026
#78 · Was SOTA · Reasoning
Margin 54.10958904109589
LMArena leaderboard dataset · Oct 13, 2026
Math
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#15 · Was SOTA · Math
Margin 31.111111111111114
Epoch AI benchmarking hub · Aug 7, 2025
Science
#27 · #27 in Science
Margin —
Epoch AI benchmarking hub · May 28, 2026
#54 · #54 in Science
Margin —
Epoch AI benchmarking hub · Aug 7, 2025
Coding
#12 · #12 in Coding
Margin 59.09090909090909
Terminal-Bench Harbor Hub · Oct 6, 2026
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Aug 7, 2025
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
#66 · #66 in Coding › Web dev
Margin 60.74766355140187
LMArena leaderboard dataset · Oct 13, 2026
Long context
#10 · Was SOTA · Long context
Margin 6.802721088435391
LMArena leaderboard dataset · Oct 13, 2026
#107 · Was SOTA · Long context
Margin 72.78911564625851
LMArena leaderboard dataset · Oct 13, 2026
Vision
#13 · #13 in Vision
Margin 36.842105263157904
Epoch AI benchmarking hub · May 28, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
Factuality
#21 · #21 in Factuality
Margin 16.417910447761187
LMArena leaderboard dataset · Oct 13, 2026
#93 · #93 in Factuality
Margin 70.14925373134328
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#12 · #12 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · May 28, 2026
#34 · #34 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Aug 7, 2025
Price per 1M tokens

Claude Opus 4.8: $10 per 1M blended tokens.

GPT-5: $3.4375000000000004 per 1M blended tokens.

Open weights

Claude Opus 4.8: closed weights.

GPT-5: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, Claude Opus 4.8 leads GPT-5 in General LLM at #20 against #76.

Reasoning: As of Oct 14, 2026, Claude Opus 4.8 leads GPT-5 in Reasoning at #10 against #78.

Science: As of Oct 14, 2026, Claude Opus 4.8 leads GPT-5 in Science at #27 against #54.

Coding › Web dev: As of Oct 14, 2026, Claude Opus 4.8 leads GPT-5 in Coding › Web dev at #33 against #66.

Long context: As of Oct 14, 2026, Claude Opus 4.8 leads GPT-5 in Long context at #10 against #107.

Factuality: As of Oct 14, 2026, Claude Opus 4.8 leads GPT-5 in Factuality at #21 against #93.

Abstraction (ARC): As of Oct 14, 2026, Claude Opus 4.8 leads GPT-5 in Abstraction (ARC) at #12 against #34.

Claude Opus 4.8 · GPT-5

Claude Opus 4.8 or GPT-5?

As of Oct 14, 2026, Claude Opus 4.8 leads GPT-5 in 7 of 7 shared categories: General LLM, Reasoning, Science, Coding › Web dev, Long context, Factuality, and Abstraction (ARC).

Claude Opus 4.8 or GPT-5 for General LLM?

As of Oct 14, 2026, Claude Opus 4.8 leads GPT-5 in General LLM at #20 against #76.

Claude Opus 4.8 or GPT-5 for Reasoning?

As of Oct 14, 2026, Claude Opus 4.8 leads GPT-5 in Reasoning at #10 against #78.

Claude Opus 4.8 or GPT-5 for Science?

As of Oct 14, 2026, Claude Opus 4.8 leads GPT-5 in Science at #27 against #54.