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anthropic/claude-sonnet-4-6vsgpt-6.1-sol

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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-sonnet-4-6

Checking current pricing…

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-sonnet-4-6 · leads in 6

79%

Moderate

gpt-6.1-sol · leads in 23

86%

Strong

Knowledge & reasoning

  • General knowledge

    anthropic/claude-sonnet-4-681%
    gpt-6.1-solLeads96%

  • Logical reasoning

    anthropic/claude-sonnet-4-684%
    gpt-6.1-solLeads89%

  • Mathematics

    anthropic/claude-sonnet-4-681%
    gpt-6.1-solLeads95%

  • Scientific and technical depth

    anthropic/claude-sonnet-4-682%
    gpt-6.1-solLeads90%

  • Planning and task decomposition

    anthropic/claude-sonnet-4-684%
    gpt-6.1-solLeads88%

Coding & tools

  • Code generation

    anthropic/claude-sonnet-4-678%
    gpt-6.1-solLeads86%

  • Debugging and code review

    anthropic/claude-sonnet-4-684%
    gpt-6.1-solLeads92%

  • Agentic coding

    anthropic/claude-sonnet-4-684%
    gpt-6.1-solLeads93%

  • Tool and function calling

    anthropic/claude-sonnet-4-687%
    gpt-6.1-solLeads90%

  • SQL and query writing

    anthropic/claude-sonnet-4-683%
    gpt-6.1-solLeads94%

Writing & language

  • Creative writing

    anthropic/claude-sonnet-4-6Leads84%
    gpt-6.1-sol82%

  • Professional writing

    anthropic/claude-sonnet-4-6Leads89%
    gpt-6.1-sol87%

  • Conversational quality

    anthropic/claude-sonnet-4-687%
    gpt-6.1-solLeads88%

  • Multilingual ability

    anthropic/claude-sonnet-4-667%
    gpt-6.1-solLeads86%

  • Translation

    anthropic/claude-sonnet-4-683%
    gpt-6.1-solLeads92%

  • Summarization

    anthropic/claude-sonnet-4-674%
    gpt-6.1-solLeads87%

Data & professional work

  • Data analysis

    anthropic/claude-sonnet-4-683%
    gpt-6.1-solLeads95%

  • Professional domains

    anthropic/claude-sonnet-4-686%
    gpt-6.1-solLeads89%

  • Information extraction

    anthropic/claude-sonnet-4-687%
    gpt-6.1-solLeads96%

  • Classification and labeling

    anthropic/claude-sonnet-4-683%
    gpt-6.1-solLeads100%

  • Long-context handling

    anthropic/claude-sonnet-4-648%
    gpt-6.1-solLeads89%

Reliability & control

  • Instruction following

    anthropic/claude-sonnet-4-6Leads89%
    gpt-6.1-sol88%

  • Structured output

    anthropic/claude-sonnet-4-697%
    gpt-6.1-solLeads99%

  • Factual accuracy

    anthropic/claude-sonnet-4-6Leads93%
    gpt-6.1-sol86%

  • Safety and alignment

    anthropic/claude-sonnet-4-6Leads91%
    gpt-6.1-sol79%

  • Steerability

    anthropic/claude-sonnet-4-6Leads90%
    gpt-6.1-sol84%

  • Output consistency

    anthropic/claude-sonnet-4-697%
    gpt-6.1-sol97%

Speed, cost & vision

  • Response speed

    anthropic/claude-sonnet-4-625%
    gpt-6.1-solLeads40%

  • Cost efficiency

    anthropic/claude-sonnet-4-624%
    gpt-6.1-solLeads49%

  • Image understanding

    anthropic/claude-sonnet-4-661%
    gpt-6.1-solLeads68%

Latest LLM7 statistics

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

Recent stability

anthropic/claude-sonnet-4-6

98.39%

gpt-6.1-sol

98.17%

Average response time

anthropic/claude-sonnet-4-6

25,849.29 ms

gpt-6.1-sol

18,340.6 ms

P95 API latency

anthropic/claude-sonnet-4-6

60,000 ms

gpt-6.1-sol

60,000 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-sonnet-4-6: 100%gpt-6.1-sol: 91.7%
25 Sept21 Oct

Average API latency

Both models on the same scale

anthropic/claude-sonnet-4-6: 2,425 msgpt-6.1-sol: 24,176 ms
25 Sept21 Oct

P95 API latency

Both models on the same scale

anthropic/claude-sonnet-4-6: 5,000 msgpt-6.1-sol: 60,000 ms
25 Sept21 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-sonnet-4-6About gpt-6.1-solanthropic/claude-opus-4-6 vs anthropic/claude-sonnet-4-6anthropic/claude-sonnet-4-6 vs anthropic/claude-sonnet-5-5anthropic/claude-sonnet-4-6 vs nemotron-3-nano:30bgpt-6.1-sol vs mistral-large-3:675banthropic/claude-opus-4-8 vs gpt-6.1-solclaude-opus-4-8 vs gpt-6.1-sol