Compare · 2026-10-14

Claude Opus 4.7 vs O1 Preview

As of Oct 14, 2026, Claude Opus 4.7 leads O1 Preview in 5 of 5 shared categories: General LLM, Reasoning, Science, Long context, and Abstraction (ARC).

CategoryClaude Opus 4.7O1 Preview
General LLM
#5 · Near-SOTA · General LLM
Margin 3.401360544217681
LMArena leaderboard dataset · Oct 13, 2026
#129 · Was SOTA · General LLM
Margin 87.75510204081633
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#4 · Near-SOTA · Reasoning
Margin 3.4246575342465775
LMArena leaderboard dataset · Oct 13, 2026
#137 · Was SOTA · Reasoning
Margin 94.52054794520548
LMArena leaderboard dataset · Oct 13, 2026
Math
#10 · #10 in Math
Margin 20
Epoch AI benchmarking hub · Apr 16, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Science
#34 · #34 in Science
Margin —
Epoch AI benchmarking hub · Apr 16, 2026
#125 · #125 in Science
Margin —
Epoch AI benchmarking hub · Sep 12, 2024
Coding
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Apr 16, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Coding › Web dev
#32 · Was SOTA · Coding › Web dev
Margin 28.971962616822424
LMArena leaderboard dataset · Oct 13, 2026
—
Long context
#4 · Near-SOTA · Long context
Margin 2.7210884353741562
LMArena leaderboard dataset · Oct 13, 2026
#135 · Was SOTA · Long context
Margin 91.83673469387755
LMArena leaderboard dataset · Oct 13, 2026
Vision
#20 · Was SOTA · Vision
Margin 55.26315789473684
Epoch AI benchmarking hub · Apr 16, 2026
—
Factuality
#12 · #12 in Factuality
Margin 9.701492537313428
LMArena leaderboard dataset · Oct 13, 2026
—
Abstraction (ARC)
#11 · #11 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Apr 16, 2026
#73 · #73 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Sep 12, 2024
Price per 1M tokens

Claude Opus 4.7: $10 per 1M blended tokens.

O1 Preview: price per 1M tokens is unset in the catalog.

Open weights

Claude Opus 4.7: closed weights.

O1 Preview: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, Claude Opus 4.7 leads O1 Preview in General LLM at #5 against #129.

Reasoning: As of Oct 14, 2026, Claude Opus 4.7 leads O1 Preview in Reasoning at #4 against #137.

Science: As of Oct 14, 2026, Claude Opus 4.7 leads O1 Preview in Science at #34 against #125.

Long context: As of Oct 14, 2026, Claude Opus 4.7 leads O1 Preview in Long context at #4 against #135.

Abstraction (ARC): As of Oct 14, 2026, Claude Opus 4.7 leads O1 Preview in Abstraction (ARC) at #11 against #73.

Claude Opus 4.7 · O1 Preview

Claude Opus 4.7 or O1 Preview?

As of Oct 14, 2026, Claude Opus 4.7 leads O1 Preview in 5 of 5 shared categories: General LLM, Reasoning, Science, Long context, and Abstraction (ARC).

Claude Opus 4.7 or O1 Preview for General LLM?

As of Oct 14, 2026, Claude Opus 4.7 leads O1 Preview in General LLM at #5 against #129.

Claude Opus 4.7 or O1 Preview for Reasoning?

As of Oct 14, 2026, Claude Opus 4.7 leads O1 Preview in Reasoning at #4 against #137.

Claude Opus 4.7 or O1 Preview for Science?

As of Oct 14, 2026, Claude Opus 4.7 leads O1 Preview in Science at #34 against #125.