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codestral-latestvsmuse-spark-1.3

Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.

Current pricing

See the cost difference clearly

codestral-latest

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muse-spark-1.3

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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.

Reasoning

codestral-latest

Not supported

muse-spark-1.3Better 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%+

codestral-latest · leads in 10

28%

Weak

muse-spark-1.3 · leads in 19

29%

Weak

Knowledge & reasoning

  • General knowledge

    codestral-latest9%
    muse-spark-1.3Leads16%
  • Logical reasoning

    codestral-latest10%
    muse-spark-1.3Leads35%
  • Mathematics

    codestral-latest25%
    muse-spark-1.3Leads29%
  • Scientific and technical depth

    codestral-latest15%
    muse-spark-1.3Leads23%
  • Planning and task decomposition

    codestral-latest11%
    muse-spark-1.3Leads39%

Coding & tools

  • Code generation

    codestral-latestLeads85%
    muse-spark-1.324%
  • Debugging and code review

    codestral-latestLeads60%
    muse-spark-1.333%
  • Agentic coding

    codestral-latestLeads44%
    muse-spark-1.342%
  • Tool and function calling

    codestral-latest33%
    muse-spark-1.3Leads37%
  • SQL and query writing

    codestral-latestLeads60%
    muse-spark-1.331%

Writing & language

  • Creative writing

    codestral-latest7%
    muse-spark-1.3Leads32%
  • Professional writing

    codestral-latest8%
    muse-spark-1.3Leads26%
  • Conversational quality

    codestral-latest7%
    muse-spark-1.3Leads21%
  • Multilingual ability

    codestral-latestLeads32%
    muse-spark-1.326%
  • Translation

    codestral-latest11%
    muse-spark-1.3Leads22%
  • Summarization

    codestral-latest7%
    muse-spark-1.3Leads13%

Data & professional work

  • Data analysis

    codestral-latest13%
    muse-spark-1.3Leads28%
  • Professional domains

    codestral-latest5%
    muse-spark-1.3Leads24%
  • Information extraction

    codestral-latest16%
    muse-spark-1.3Leads30%
  • Classification and labeling

    codestral-latest15%
    muse-spark-1.3Leads29%
  • Long-context handling

    codestral-latestLeads15%
    muse-spark-1.36%

Reliability & control

  • Instruction following

    codestral-latest21%
    muse-spark-1.3Leads30%
  • Structured output

    codestral-latestLeads44%
    muse-spark-1.340%
  • Factual accuracy

    codestral-latest17%
    muse-spark-1.3Leads20%
  • Safety and alignment

    codestral-latest14%
    muse-spark-1.3Leads25%
  • Steerability

    codestral-latest14%
    muse-spark-1.3Leads30%
  • Output consistency

    codestral-latestLeads52%
    muse-spark-1.337%

Speed, cost & vision

  • Response speed

    codestral-latestLeads85%
    muse-spark-1.344%
  • Cost efficiency

    codestral-latestLeads82%
    muse-spark-1.355%
  • Image understanding

    codestral-latestNo image input
    muse-spark-1.3No image input

Latest LLM7 statistics

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

Recent stability

codestral-latest

98.36%

muse-spark-1.3

0%

Average response time

codestral-latest

3,439.06 ms

muse-spark-1.3

117,086.75 ms

Side-by-side trends

Shared charts make the observed differences easier to read. Metrics without enough history stay hidden.

Average API latency

Both models on the same scale

codestral-latest: 4,108 msmuse-spark-1.3: 263,946 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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