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anthropic/claude-opus-4-7vsanthropic/claude-opus-4-8

Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.

Current pricing

See the cost difference clearly

anthropic/claude-opus-4-7

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anthropic/claude-opus-4-8

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Capability scores

AI-estimated ratings on 30 criteria from head-to-head comparisons against 86 other text models in the LLM7 catalog, judged by TypeSafe Jev from public information (2026-10-20). Each score is the win rate against the field, relative to the strongest model for that criterion (100%). Not a benchmark.

Below 50%50–79%80–94%95%+

anthropic/claude-opus-4-7 · leads in 0

83%

Strong

anthropic/claude-opus-4-8 · leads in 29

84%

Strong

Knowledge & reasoning

  • General knowledge

    anthropic/claude-opus-4-787%
    anthropic/claude-opus-4-8Leads88%

  • Logical reasoning

    anthropic/claude-opus-4-789%
    anthropic/claude-opus-4-8Leads91%

  • Mathematics

    anthropic/claude-opus-4-787%
    anthropic/claude-opus-4-8Leads88%

  • Scientific and technical depth

    anthropic/claude-opus-4-792%
    anthropic/claude-opus-4-8Leads93%

  • Planning and task decomposition

    anthropic/claude-opus-4-789%
    anthropic/claude-opus-4-8Leads90%

Coding & tools

  • Code generation

    anthropic/claude-opus-4-781%
    anthropic/claude-opus-4-8Leads82%

  • Debugging and code review

    anthropic/claude-opus-4-789%
    anthropic/claude-opus-4-8Leads90%

  • Agentic coding

    anthropic/claude-opus-4-788%
    anthropic/claude-opus-4-8Leads90%

  • Tool and function calling

    anthropic/claude-opus-4-791%
    anthropic/claude-opus-4-8Leads92%

  • SQL and query writing

    anthropic/claude-opus-4-787%
    anthropic/claude-opus-4-8Leads88%

Writing & language

  • Creative writing

    anthropic/claude-opus-4-788%
    anthropic/claude-opus-4-8Leads89%

  • Professional writing

    anthropic/claude-opus-4-792%
    anthropic/claude-opus-4-8Leads93%

  • Conversational quality

    anthropic/claude-opus-4-791%
    anthropic/claude-opus-4-8Leads92%

  • Multilingual ability

    anthropic/claude-opus-4-772%
    anthropic/claude-opus-4-8Leads73%

  • Translation

    anthropic/claude-opus-4-788%
    anthropic/claude-opus-4-8Leads89%

  • Summarization

    anthropic/claude-opus-4-782%
    anthropic/claude-opus-4-8Leads84%

Data & professional work

  • Data analysis

    anthropic/claude-opus-4-788%
    anthropic/claude-opus-4-8Leads89%

  • Professional domains

    anthropic/claude-opus-4-793%
    anthropic/claude-opus-4-8Leads94%

  • Information extraction

    anthropic/claude-opus-4-790%
    anthropic/claude-opus-4-8Leads91%

  • Classification and labeling

    anthropic/claude-opus-4-783%
    anthropic/claude-opus-4-8Leads84%

  • Long-context handling

    anthropic/claude-opus-4-756%
    anthropic/claude-opus-4-8Leads58%

Reliability & control

  • Instruction following

    anthropic/claude-opus-4-792%
    anthropic/claude-opus-4-8Leads93%

  • Structured output

    anthropic/claude-opus-4-798%
    anthropic/claude-opus-4-8Leads99%

  • Factual accuracy

    anthropic/claude-opus-4-797%
    anthropic/claude-opus-4-8Leads98%

  • Safety and alignment

    anthropic/claude-opus-4-795%
    anthropic/claude-opus-4-8Leads96%

  • Steerability

    anthropic/claude-opus-4-794%
    anthropic/claude-opus-4-8Leads95%

  • Output consistency

    anthropic/claude-opus-4-796%
    anthropic/claude-opus-4-8Leads97%

Speed, cost & vision

  • Response speed

    anthropic/claude-opus-4-711%
    anthropic/claude-opus-4-811%

  • Cost efficiency

    anthropic/claude-opus-4-717%
    anthropic/claude-opus-4-8Leads18%

  • Image understanding

    anthropic/claude-opus-4-775%
    anthropic/claude-opus-4-8Leads79%

Latest LLM7 statistics

Recent aggregated percentages and response-time metrics from LLM7, not a global model benchmark or traffic disclosure.

Recent stability

anthropic/claude-opus-4-7

97.14%

anthropic/claude-opus-4-8

97.2%

Average response time

anthropic/claude-opus-4-7

7,419.7 ms

anthropic/claude-opus-4-8

7,987.25 ms

P95 API latency

anthropic/claude-opus-4-7

30,000 ms

anthropic/claude-opus-4-8

30,000 ms

Side-by-side trends

Shared charts make the observed differences easier to read. Metrics without enough history stay hidden.

Request success rate

Both models on the same scale

anthropic/claude-opus-4-7: 96.9%anthropic/claude-opus-4-8: 97%
27 Sept19 Oct

Average API latency

Both models on the same scale

anthropic/claude-opus-4-7: 7,629 msanthropic/claude-opus-4-8: 8,328 ms
27 Sept19 Oct

P95 API latency

Both models on the same scale

anthropic/claude-opus-4-7: 30,000 msanthropic/claude-opus-4-8: 30,000 ms
27 Sept19 Oct

Estimate your workload

Published rates are loaded from the pricing API; per-request quotes are billed from actual provider usage.

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Quick take

  • The recent stability rates are too close to distinguish meaningfully.

Keep exploring

About anthropic/claude-opus-4-7About anthropic/claude-opus-4-8anthropic/claude-opus-4-7 vs mistral-Small-24B-Instruct-2501anthropic/claude-opus-4-7 vs seed-2.0-minianthropic/claude-opus-4-7 vs gpt-5.6-solanthropic/claude-opus-4-8 vs L3-8B-Lunaris-v1-Turboanthropic/claude-opus-4-8 vs mistral-large-3:675banthropic/claude-opus-4-8 vs glm-5.2