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claude-haiku-4-5vsgpt-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-haiku-4-5

Checking current pricing…

What's different

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

Context window

claude-haiku-4-5

200,000 tokens

gpt-6-astraBetter fit

1,000,000 tokens

Input formats

claude-haiku-4-5

text

gpt-6-astra

text, image

Vision

claude-haiku-4-5

Not supported

gpt-6-astraBetter fit

Supported

Reasoning

claude-haiku-4-5

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-haiku-4-5 · leads in 3

48%

Weak

gpt-6-astra · leads in 26

76%

Moderate

Knowledge & reasoning

  • General knowledge

    claude-haiku-4-544%
    gpt-6-astraLeads87%
  • Logical reasoning

    claude-haiku-4-523%
    gpt-6-astraLeads81%
  • Mathematics

    claude-haiku-4-529%
    gpt-6-astraLeads83%
  • Scientific and technical depth

    claude-haiku-4-526%
    gpt-6-astraLeads81%
  • Planning and task decomposition

    claude-haiku-4-525%
    gpt-6-astraLeads81%

Coding & tools

  • Code generation

    claude-haiku-4-537%
    gpt-6-astraLeads75%
  • Debugging and code review

    claude-haiku-4-531%
    gpt-6-astraLeads82%
  • Agentic coding

    claude-haiku-4-532%
    gpt-6-astraLeads83%
  • Tool and function calling

    claude-haiku-4-549%
    gpt-6-astraLeads82%
  • SQL and query writing

    claude-haiku-4-536%
    gpt-6-astraLeads82%

Writing & language

  • Creative writing

    claude-haiku-4-545%
    gpt-6-astraLeads77%
  • Professional writing

    claude-haiku-4-556%
    gpt-6-astraLeads79%
  • Conversational quality

    claude-haiku-4-553%
    gpt-6-astraLeads80%
  • Multilingual ability

    claude-haiku-4-544%
    gpt-6-astraLeads76%
  • Translation

    claude-haiku-4-545%
    gpt-6-astraLeads81%
  • Summarization

    claude-haiku-4-543%
    gpt-6-astraLeads77%

Data & professional work

  • Data analysis

    claude-haiku-4-533%
    gpt-6-astraLeads84%
  • Professional domains

    claude-haiku-4-539%
    gpt-6-astraLeads81%
  • Information extraction

    claude-haiku-4-550%
    gpt-6-astraLeads82%
  • Classification and labeling

    claude-haiku-4-550%
    gpt-6-astraLeads86%
  • Long-context handling

    claude-haiku-4-541%
    gpt-6-astraLeads84%

Reliability & control

  • Instruction following

    claude-haiku-4-555%
    gpt-6-astraLeads78%
  • Structured output

    claude-haiku-4-570%
    gpt-6-astraLeads84%
  • Factual accuracy

    claude-haiku-4-563%
    gpt-6-astraLeads75%
  • Safety and alignment

    claude-haiku-4-568%
    gpt-6-astraLeads72%
  • Steerability

    claude-haiku-4-559%
    gpt-6-astraLeads77%
  • Output consistency

    claude-haiku-4-5Leads86%
    gpt-6-astra80%

Speed, cost & vision

  • Response speed

    claude-haiku-4-5Leads84%
    gpt-6-astra30%
  • Cost efficiency

    claude-haiku-4-5Leads68%
    gpt-6-astra28%
  • Image understanding

    claude-haiku-4-5No 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-haiku-4-5

100%

gpt-6-astra

95.38%

Average response time

claude-haiku-4-5

4,565.59 ms

gpt-6-astra

13,054.86 ms

P95 API latency

claude-haiku-4-5

30,000 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-haiku-4-5: 100%gpt-6-astra: 100%
23 Sept23 Oct

Average API latency

Both models on the same scale

claude-haiku-4-5: 4,613 msgpt-6-astra: 4,296 ms
23 Sept23 Oct

P95 API latency

Both models on the same scale

claude-haiku-4-5: 30,000 msgpt-6-astra: 10,000 ms
23 Sept23 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

  • gpt-6-astra has a larger context window.
  • gpt-6-astra supports image input while the other model does not.
  • claude-haiku-4-5 recorded higher recent LLM7 stability during this period.
  • claude-haiku-4-5 recorded a lower observed p95 API latency on LLM7 during this period.

Keep exploring