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claude-haiku-4-5vsgpt-oss:20b

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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

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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.

Context window

claude-haiku-4-5Better fit

200,000 tokens

gpt-oss:20b

128,000 tokens

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 28

48%

Weak

gpt-oss:20b · leads in 1

30%

Weak

Knowledge & reasoning

  • General knowledge

    claude-haiku-4-5Leads44%
    gpt-oss:20b26%
  • Logical reasoning

    claude-haiku-4-5Leads23%
    gpt-oss:20b14%
  • Mathematics

    claude-haiku-4-5Leads29%
    gpt-oss:20b23%
  • Scientific and technical depth

    claude-haiku-4-5Leads26%
    gpt-oss:20b24%
  • Planning and task decomposition

    claude-haiku-4-5Leads25%
    gpt-oss:20b15%

Coding & tools

  • Code generation

    claude-haiku-4-5Leads37%
    gpt-oss:20b32%
  • Debugging and code review

    claude-haiku-4-5Leads31%
    gpt-oss:20b26%
  • Agentic coding

    claude-haiku-4-5Leads32%
    gpt-oss:20b26%
  • Tool and function calling

    claude-haiku-4-5Leads49%
    gpt-oss:20b30%
  • SQL and query writing

    claude-haiku-4-5Leads36%
    gpt-oss:20b27%

Writing & language

  • Creative writing

    claude-haiku-4-5Leads45%
    gpt-oss:20b26%
  • Professional writing

    claude-haiku-4-5Leads56%
    gpt-oss:20b24%
  • Conversational quality

    claude-haiku-4-5Leads53%
    gpt-oss:20b21%
  • Multilingual ability

    claude-haiku-4-5Leads44%
    gpt-oss:20b28%
  • Translation

    claude-haiku-4-5Leads45%
    gpt-oss:20b25%
  • Summarization

    claude-haiku-4-5Leads43%
    gpt-oss:20b21%

Data & professional work

  • Data analysis

    claude-haiku-4-5Leads33%
    gpt-oss:20b22%
  • Professional domains

    claude-haiku-4-5Leads39%
    gpt-oss:20b19%
  • Information extraction

    claude-haiku-4-5Leads50%
    gpt-oss:20b30%
  • Classification and labeling

    claude-haiku-4-5Leads50%
    gpt-oss:20b31%
  • Long-context handling

    claude-haiku-4-5Leads41%
    gpt-oss:20b26%

Reliability & control

  • Instruction following

    claude-haiku-4-5Leads55%
    gpt-oss:20b23%
  • Structured output

    claude-haiku-4-5Leads70%
    gpt-oss:20b46%
  • Factual accuracy

    claude-haiku-4-5Leads63%
    gpt-oss:20b25%
  • Safety and alignment

    claude-haiku-4-5Leads68%
    gpt-oss:20b24%
  • Steerability

    claude-haiku-4-5Leads59%
    gpt-oss:20b23%
  • Output consistency

    claude-haiku-4-5Leads86%
    gpt-oss:20b51%

Speed, cost & vision

  • Response speed

    claude-haiku-4-5Leads84%
    gpt-oss:20b69%
  • Cost efficiency

    claude-haiku-4-568%
    gpt-oss:20bLeads80%
  • Image understanding

    claude-haiku-4-5No image input
    gpt-oss:20bNo image input

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

96.36%

gpt-oss:20b

99.11%

Average response time

claude-haiku-4-5

5,956.97 ms

gpt-oss:20b

2,686.07 ms

P95 API latency

claude-haiku-4-5

30,000 ms

gpt-oss:20b

10,000 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-oss:20b: 99.3%
21 Sept21 Oct

Average API latency

Both models on the same scale

claude-haiku-4-5: 3,702 msgpt-oss:20b: 2,509 ms
21 Sept21 Oct

P95 API latency

Both models on the same scale

claude-haiku-4-5: 30,000 msgpt-oss:20b: 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.

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Quick take

  • claude-haiku-4-5 has a larger context window.
  • gpt-oss:20b recorded higher recent LLM7 stability during this period.
  • gpt-oss:20b recorded a lower observed p95 API latency on LLM7 during this period.

Keep exploring