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claude-sonnet-5vsgpt-6-astra

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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

claude-sonnet-5

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What's different

Only capabilities that differ between these models are listed. Green highlights the broader supported option or larger context window.

Input formats

claude-sonnet-5

text

gpt-6-astra

text, image

Vision

claude-sonnet-5

Not supported

gpt-6-astraBetter fit

Supported

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%+

claude-sonnet-5 · leads in 24

82%

Strong

gpt-6-astra · leads in 5

76%

Moderate

Knowledge & reasoning

  • General knowledge

    claude-sonnet-581%
    gpt-6-astraLeads87%
  • Logical reasoning

    claude-sonnet-5Leads83%
    gpt-6-astra81%
  • Mathematics

    claude-sonnet-582%
    gpt-6-astraLeads83%
  • Scientific and technical depth

    claude-sonnet-5Leads82%
    gpt-6-astra81%
  • Planning and task decomposition

    claude-sonnet-5Leads84%
    gpt-6-astra81%

Coding & tools

  • Code generation

    claude-sonnet-5Leads79%
    gpt-6-astra75%
  • Debugging and code review

    claude-sonnet-5Leads86%
    gpt-6-astra82%
  • Agentic coding

    claude-sonnet-5Leads88%
    gpt-6-astra83%
  • Tool and function calling

    claude-sonnet-5Leads85%
    gpt-6-astra82%
  • SQL and query writing

    claude-sonnet-5Leads85%
    gpt-6-astra82%

Writing & language

  • Creative writing

    claude-sonnet-5Leads84%
    gpt-6-astra77%
  • Professional writing

    claude-sonnet-5Leads90%
    gpt-6-astra79%
  • Conversational quality

    claude-sonnet-5Leads88%
    gpt-6-astra80%
  • Multilingual ability

    claude-sonnet-572%
    gpt-6-astraLeads76%
  • Translation

    claude-sonnet-5Leads85%
    gpt-6-astra81%
  • Summarization

    claude-sonnet-5Leads87%
    gpt-6-astra77%

Data & professional work

  • Data analysis

    claude-sonnet-583%
    gpt-6-astraLeads84%
  • Professional domains

    claude-sonnet-5Leads86%
    gpt-6-astra81%
  • Information extraction

    claude-sonnet-5Leads87%
    gpt-6-astra82%
  • Classification and labeling

    claude-sonnet-585%
    gpt-6-astraLeads86%
  • Long-context handling

    claude-sonnet-5Leads90%
    gpt-6-astra84%

Reliability & control

  • Instruction following

    claude-sonnet-5Leads87%
    gpt-6-astra78%
  • Structured output

    claude-sonnet-5Leads93%
    gpt-6-astra84%
  • Factual accuracy

    claude-sonnet-5Leads91%
    gpt-6-astra75%
  • Safety and alignment

    claude-sonnet-5Leads88%
    gpt-6-astra72%
  • Steerability

    claude-sonnet-5Leads90%
    gpt-6-astra77%
  • Output consistency

    claude-sonnet-5Leads96%
    gpt-6-astra80%

Speed, cost & vision

  • Response speed

    claude-sonnet-5Leads31%
    gpt-6-astra30%
  • Cost efficiency

    claude-sonnet-5Leads40%
    gpt-6-astra28%
  • Image understanding

    claude-sonnet-5No image input
    gpt-6-astra61%

Latest LLM7 statistics

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

Recent stability

claude-sonnet-5

96.99%

gpt-6-astra

95.42%

Average response time

claude-sonnet-5

18,802.22 ms

gpt-6-astra

14,182.07 ms

P95 API latency

claude-sonnet-5

60,000 ms

gpt-6-astra

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

claude-sonnet-5: 100%gpt-6-astra: 100%
21 Sept21 Oct

Average API latency

Both models on the same scale

claude-sonnet-5: 12,393 msgpt-6-astra: 4,296 ms
21 Sept21 Oct

P95 API latency

Both models on the same scale

claude-sonnet-5: 60,000 msgpt-6-astra: 10,000 ms
21 Sept21 Oct

Estimate your workload

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

Checking current pricing…
Checking current pricing…

Quick take

  • gpt-6-astra supports image input while the other model does not.
  • claude-sonnet-5 recorded higher recent LLM7 stability during this period.

Keep exploring