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claude-haiku-4-5vsminimax-m2.7

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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

minimax-m2.7

180,000 tokens

Streaming

claude-haiku-4-5Better fit

Supported

minimax-m2.7

Not supported

Reasoning

claude-haiku-4-5

Not supported

minimax-m2.7Better 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 19

48%

Weak

minimax-m2.7 · leads in 10

41%

Weak

Knowledge & reasoning

  • General knowledge

    claude-haiku-4-5Leads44%
    minimax-m2.727%
  • Logical reasoning

    claude-haiku-4-523%
    minimax-m2.7Leads42%
  • Mathematics

    claude-haiku-4-529%
    minimax-m2.7Leads40%
  • Scientific and technical depth

    claude-haiku-4-526%
    minimax-m2.7Leads29%
  • Planning and task decomposition

    claude-haiku-4-525%
    minimax-m2.7Leads44%

Coding & tools

  • Code generation

    claude-haiku-4-5Leads37%
    minimax-m2.730%
  • Debugging and code review

    claude-haiku-4-531%
    minimax-m2.7Leads37%
  • Agentic coding

    claude-haiku-4-532%
    minimax-m2.7Leads46%
  • Tool and function calling

    claude-haiku-4-5Leads49%
    minimax-m2.744%
  • SQL and query writing

    claude-haiku-4-536%
    minimax-m2.7Leads37%

Writing & language

  • Creative writing

    claude-haiku-4-5Leads45%
    minimax-m2.730%
  • Professional writing

    claude-haiku-4-5Leads56%
    minimax-m2.730%
  • Conversational quality

    claude-haiku-4-5Leads53%
    minimax-m2.736%
  • Multilingual ability

    claude-haiku-4-544%
    minimax-m2.7Leads60%
  • Translation

    claude-haiku-4-5Leads45%
    minimax-m2.742%
  • Summarization

    claude-haiku-4-5Leads43%
    minimax-m2.731%

Data & professional work

  • Data analysis

    claude-haiku-4-533%
    minimax-m2.7Leads36%
  • Professional domains

    claude-haiku-4-5Leads39%
    minimax-m2.728%
  • Information extraction

    claude-haiku-4-5Leads50%
    minimax-m2.742%
  • Classification and labeling

    claude-haiku-4-5Leads50%
    minimax-m2.743%
  • Long-context handling

    claude-haiku-4-5Leads41%
    minimax-m2.735%

Reliability & control

  • Instruction following

    claude-haiku-4-5Leads55%
    minimax-m2.739%
  • Structured output

    claude-haiku-4-5Leads70%
    minimax-m2.747%
  • Factual accuracy

    claude-haiku-4-5Leads63%
    minimax-m2.731%
  • Safety and alignment

    claude-haiku-4-5Leads68%
    minimax-m2.730%
  • Steerability

    claude-haiku-4-5Leads59%
    minimax-m2.737%
  • Output consistency

    claude-haiku-4-5Leads86%
    minimax-m2.748%

Speed, cost & vision

  • Response speed

    claude-haiku-4-5Leads84%
    minimax-m2.772%
  • Cost efficiency

    claude-haiku-4-568%
    minimax-m2.7Leads87%
  • Image understanding

    claude-haiku-4-5No image input
    minimax-m2.7No 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%

minimax-m2.7

89.62%

Average response time

claude-haiku-4-5

5,956.97 ms

minimax-m2.7

22,830.99 ms

P95 API latency

claude-haiku-4-5

30,000 ms

minimax-m2.7

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%minimax-m2.7: 92.9%
21 Sept21 Oct

Average API latency

Both models on the same scale

claude-haiku-4-5: 3,702 msminimax-m2.7: 19,194 ms
21 Sept21 Oct

P95 API latency

Both models on the same scale

claude-haiku-4-5: 30,000 msminimax-m2.7: 60,000 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.
  • 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.

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