BenchLeader

Claude Opus 4.8 vs Deepseek v4 Pro

Verdict
  • Claude Opus 4.8 leads on quality: 63.3 vs 60.4.
  • Claude Opus 4.8 is stronger in agents & tools, coding, composite, instruction following, knowledge, long context, multimodal.
  • Deepseek v4 Pro (high) is stronger in human preference, reasoning, maths.
MetricClaude Opus 4.8Deepseek v4 Pro (high)
BenchLeader Index63.360.4
Agents & tools score63.7
Coding score65.559.3
Composite score75.1
Human preference score65.766.0
Instruction following score58.6
Knowledge score65.5
Long context score62.7
Multimodal score64.5
Reasoning score64.665.9
Maths score66.2
Blended price $/M$10.00
Output speed54 tok/s
Time to first answer19.3 s
Context window1M
GPQA Diamond90.9%
OTIS Mock AIME95.6%
SimpleBench64.8%
SciCode46.4%
Remote Labor Index8.3%
WeirdML46.5%
FrontierCode46.5%
GSO-Bench47.1%
Epoch Capabilities Index158.3
LMArena Text14731462
LMArena Hard Prompts15041482
LMArena Coding15291505
LMArena WebDev15391581
LMArena Vision1289
AA Intelligence Index42.0
IFBench62.2%
AA-LCR77.7%
AA-Omniscience28.8
Terminal-Bench Hard58.3%
GPQA Diamond (AA)92.0%
Humanity's Last Exam (AA)48.7%
SciCode (AA)54.4%
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 2026-09-13. Best configuration of each model; every score links to its source on the model pages.

Claude Opus 4.8 vs Deepseek v4 Pro: questions

Is Claude Opus 4.8 better than Deepseek v4 Pro?
Claude Opus 4.8 leads on quality: 63.3 vs 60.4. The BenchLeader Index combines every independent quality benchmark; Claude Opus 4.8 is ahead overall as of 2026-09-13, but check the category scores for your use.
Is Claude Opus 4.8 better than Deepseek v4 Pro for coding?
Claude Opus 4.8 scores higher in coding (66 vs 59 on the category index, where 50 is average).