Claude Opus 4.8 vs Claude Sonnet 4
As of Oct 14, 2026, Claude Opus 4.8 leads Claude Sonnet 4 in 5 of 5 shared categories: General LLM, Reasoning, Science, Long context, and Abstraction (ARC).
Claude Opus 4.8
It used to be. Was SOTA in Coding › Web dev.
Claude Sonnet 4
#35 Best current rank: #35 in Math, as of Oct 14, 2026.
| Category | Claude Opus 4.8 | Claude Sonnet 4 |
|---|---|---|
| General LLM | #20 · #20 in General LLM Margin 13.605442176870753 LMArena leaderboard dataset · Oct 13, 2026 | #126 · #126 in General LLM Margin 85.71428571428571 LMArena leaderboard dataset · Oct 13, 2026 |
| Reasoning | #10 · #10 in Reasoning Margin 7.534246575342465 LMArena leaderboard dataset · Oct 13, 2026 | #115 · #115 in Reasoning Margin 79.45205479452055 LMArena leaderboard dataset · Oct 13, 2026 |
| Math | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 | #35 · #35 in Math Margin 77.77777777777777 Epoch AI benchmarking hub · May 22, 2025 |
| Science | #27 · #27 in Science Margin — Epoch AI benchmarking hub · May 28, 2026 | #97 · #97 in Science Margin — Epoch AI benchmarking hub · May 22, 2025 |
| Coding | #12 · #12 in Coding Margin 59.09090909090909 Terminal-Bench Harbor Hub · Oct 6, 2026 | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 13, 2026 |
| 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 | — |
| Long context | #10 · Was SOTA · Long context Margin 6.802721088435391 LMArena leaderboard dataset · Oct 13, 2026 | #94 · #94 in Long context Margin 63.945578231292515 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 | — |
| Abstraction (ARC) | #12 · #12 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · May 28, 2026 | #67 · #67 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · May 22, 2025 |
Claude Opus 4.8: $10 per 1M blended tokens.
Claude Sonnet 4: $6 per 1M blended tokens.
Claude Opus 4.8: closed weights.
Claude Sonnet 4: closed weights.
General LLM: As of Oct 14, 2026, Claude Opus 4.8 leads Claude Sonnet 4 in General LLM at #20 against #126.
Reasoning: As of Oct 14, 2026, Claude Opus 4.8 leads Claude Sonnet 4 in Reasoning at #10 against #115.
Science: As of Oct 14, 2026, Claude Opus 4.8 leads Claude Sonnet 4 in Science at #27 against #97.
Long context: As of Oct 14, 2026, Claude Opus 4.8 leads Claude Sonnet 4 in Long context at #10 against #94.
Abstraction (ARC): As of Oct 14, 2026, Claude Opus 4.8 leads Claude Sonnet 4 in Abstraction (ARC) at #12 against #67.
Claude Opus 4.8 · Claude Sonnet 4
Claude Opus 4.8 or Claude Sonnet 4?
As of Oct 14, 2026, Claude Opus 4.8 leads Claude Sonnet 4 in 5 of 5 shared categories: General LLM, Reasoning, Science, Long context, and Abstraction (ARC).
Claude Opus 4.8 or Claude Sonnet 4 for General LLM?
As of Oct 14, 2026, Claude Opus 4.8 leads Claude Sonnet 4 in General LLM at #20 against #126.
Claude Opus 4.8 or Claude Sonnet 4 for Reasoning?
As of Oct 14, 2026, Claude Opus 4.8 leads Claude Sonnet 4 in Reasoning at #10 against #115.
Claude Opus 4.8 or Claude Sonnet 4 for Science?
As of Oct 14, 2026, Claude Opus 4.8 leads Claude Sonnet 4 in Science at #27 against #97.