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gemini-3.6-flash-highvsgemma4:31b

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

Current pricing

See the cost difference clearly

gemini-3.6-flash-high

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.

Input formats

gemini-3.6-flash-high

text, json

gemma4:31b

text

Reasoning

gemini-3.6-flash-highBetter fit

Supported

gemma4:31b

Not 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%+

gemini-3.6-flash-high · leads in 28

71%

Moderate

gemma4:31b · leads in 1

34%

Weak

Knowledge & reasoning

  • General knowledge

    gemini-3.6-flash-highLeads73%
    gemma4:31b33%
  • Logical reasoning

    gemini-3.6-flash-highLeads70%
    gemma4:31b19%
  • Mathematics

    gemini-3.6-flash-highLeads73%
    gemma4:31b31%
  • Scientific and technical depth

    gemini-3.6-flash-highLeads68%
    gemma4:31b34%
  • Planning and task decomposition

    gemini-3.6-flash-highLeads67%
    gemma4:31b17%

Coding & tools

  • Code generation

    gemini-3.6-flash-highLeads65%
    gemma4:31b33%
  • Debugging and code review

    gemini-3.6-flash-highLeads69%
    gemma4:31b29%
  • Agentic coding

    gemini-3.6-flash-highLeads69%
    gemma4:31b26%
  • Tool and function calling

    gemini-3.6-flash-highLeads76%
    gemma4:31b29%
  • SQL and query writing

    gemini-3.6-flash-highLeads73%
    gemma4:31b34%

Writing & language

  • Creative writing

    gemini-3.6-flash-highLeads56%
    gemma4:31b33%
  • Professional writing

    gemini-3.6-flash-highLeads64%
    gemma4:31b31%
  • Conversational quality

    gemini-3.6-flash-highLeads65%
    gemma4:31b23%
  • Multilingual ability

    gemini-3.6-flash-highLeads99%
    gemma4:31b44%
  • Translation

    gemini-3.6-flash-highLeads77%
    gemma4:31b32%
  • Summarization

    gemini-3.6-flash-highLeads53%
    gemma4:31b31%

Data & professional work

  • Data analysis

    gemini-3.6-flash-highLeads77%
    gemma4:31b29%
  • Professional domains

    gemini-3.6-flash-highLeads65%
    gemma4:31b26%
  • Information extraction

    gemini-3.6-flash-highLeads78%
    gemma4:31b35%
  • Classification and labeling

    gemini-3.6-flash-highLeads85%
    gemma4:31b38%
  • Long-context handling

    gemini-3.6-flash-high37%
    gemma4:31bLeads39%

Reliability & control

  • Instruction following

    gemini-3.6-flash-highLeads70%
    gemma4:31b29%
  • Structured output

    gemini-3.6-flash-highLeads87%
    gemma4:31b46%
  • Factual accuracy

    gemini-3.6-flash-highLeads73%
    gemma4:31b34%
  • Safety and alignment

    gemini-3.6-flash-highLeads69%
    gemma4:31b31%
  • Steerability

    gemini-3.6-flash-highLeads62%
    gemma4:31b28%
  • Output consistency

    gemini-3.6-flash-highLeads77%
    gemma4:31b57%

Speed, cost & vision

  • Response speed

    gemini-3.6-flash-highLeads91%
    gemma4:31b48%
  • Cost efficiency

    gemini-3.6-flash-highLeads84%
    gemma4:31b59%
  • Image understanding

    gemini-3.6-flash-highNo image input
    gemma4:31bNo image input

Latest LLM7 statistics

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

Recent stability

gemini-3.6-flash-high

99.2%

gemma4:31b

99.73%

Average response time

gemini-3.6-flash-high

9,446.51 ms

gemma4:31b

6,204.99 ms

P95 API latency

gemini-3.6-flash-high

30,000 ms

gemma4:31b

30,000 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

gemini-3.6-flash-high: 85.7%gemma4:31b: 100%
21 Sept21 Oct

Average API latency

Both models on the same scale

gemini-3.6-flash-high: 24,682 msgemma4:31b: 6,773 ms
21 Sept21 Oct

P95 API latency

Both models on the same scale

gemini-3.6-flash-high: 60,000 msgemma4:31b: 30,000 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

  • The recent stability rates are too close to distinguish meaningfully.

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