BenchLeader

Claude Opus 4.8 vs Claude Sonnet 5

Verdict
  • Claude Opus 4.8 leads on quality: 64.8 vs 61.4.
  • Claude Opus 4.8 is stronger in agents & tools, coding, composite, instruction following, knowledge, long context, multimodal.
  • Claude Sonnet 5 (high) is stronger in human preference, reasoning.
  • Claude Sonnet 5 (high) is 2.5× cheaper ($4.00 vs $10.00 per 1M blended).
MetricClaude Opus 4.8Claude Sonnet 5 (high)
BenchLeader Index64.861.4
Agents & tools score65.061.8
Coding score65.661.6
Composite score82.169.5
Human preference score65.866.2
Instruction following score61.8
Knowledge score66.562.4
Long context score65.464.8
Multimodal score64.563.1
Reasoning score64.666.8
Blended price $/M$10.00$4.00
Output speed56 tok/s60 tok/s
Time to first answer29.3 s10.0 s
Context window1M1M
SimpleBench64.8%
SciCode48.6%
Remote Labor Index8.3%
WeirdML68.8%
FrontierCode46.5%
GSO-Bench47.1%
Epoch Capabilities Index158.3
LMArena Text14731462
LMArena Hard Prompts15031490
LMArena Coding15271521
LMArena WebDev15401538
LMArena Vision12891278
LMArena Agent6.3
AA Intelligence Index42.032.0
IFBench62.2%
AA-LCR77.7%76.7%
AA-Omniscience28.8-3.7
Terminal-Bench Hard58.3%
GPQA Diamond (AA)92.0%
Humanity's Last Exam (AA)48.7%35.7%
SciCode (AA)54.4%54.3%
τ²-Bench Telecom (AA)94.4%
LiveCodeBench87.8%
MMLU-Pro89.6%
LegalBench83.6%
CorpFin66.7%
TaxEval75.6%
Terminal-Bench 2.1 (Vals)71.9%
SWE-bench (Vals)88.6%
GPQA Diamond (Vals)92.4%
Vals Index60.9
HiL-Bench35.3%
EQ-Bench 41281

Data as of 2026-09-10. Best configuration of each model; every score links to its source on the model pages.

Claude Opus 4.8 vs Claude Sonnet 5: questions

Is Claude Opus 4.8 better than Claude Sonnet 5?
Claude Opus 4.8 leads on quality: 64.8 vs 61.4. The BenchLeader Index combines every independent quality benchmark; Claude Opus 4.8 is ahead overall as of 2026-09-10, but check the category scores for your use.
Is Claude Opus 4.8 better than Claude Sonnet 5 for coding?
Claude Opus 4.8 scores higher in coding (66 vs 62 on the category index, where 50 is average).
Is Claude Opus 4.8 better than Claude Sonnet 5 for agentic tasks?
Claude Opus 4.8 scores higher in agentic tasks (65 vs 62 on the category index, where 50 is average).
Which is cheaper, Claude Opus 4.8 or Claude Sonnet 5?
Claude Sonnet 5 is cheaper: $4.00 against $10.00 per million tokens, blended at three input tokens per output token.
Which is faster, Claude Opus 4.8 or Claude Sonnet 5?
Claude Sonnet 5 streams faster: 60 against 56 output tokens per second.
Which has the larger context window?
Both accept 1M tokens of context.