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gemini-3.8-flash-highvsgpt-5.6-luna

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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

gemini-3.8-flash-high

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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.

JSON mode

gemini-3.8-flash-high

Not supported

gpt-5.6-lunaBetter 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%+

gemini-3.8-flash-high · leads in 5

67%

Moderate

gpt-5.6-luna · leads in 25

79%

Moderate

Knowledge & reasoning

  • General knowledge

    gemini-3.8-flash-high77%
    gpt-5.6-lunaLeads89%
  • Logical reasoning

    gemini-3.8-flash-high70%
    gpt-5.6-lunaLeads83%
  • Mathematics

    gemini-3.8-flash-high73%
    gpt-5.6-lunaLeads86%
  • Scientific and technical depth

    gemini-3.8-flash-high70%
    gpt-5.6-lunaLeads81%
  • Planning and task decomposition

    gemini-3.8-flash-high67%
    gpt-5.6-lunaLeads83%

Coding & tools

  • Code generation

    gemini-3.8-flash-high50%
    gpt-5.6-lunaLeads78%
  • Debugging and code review

    gemini-3.8-flash-high61%
    gpt-5.6-lunaLeads83%
  • Agentic coding

    gemini-3.8-flash-high64%
    gpt-5.6-lunaLeads82%
  • Tool and function calling

    gemini-3.8-flash-high66%
    gpt-5.6-lunaLeads85%
  • SQL and query writing

    gemini-3.8-flash-high61%
    gpt-5.6-lunaLeads86%

Writing & language

  • Creative writing

    gemini-3.8-flash-high58%
    gpt-5.6-lunaLeads78%
  • Professional writing

    gemini-3.8-flash-high58%
    gpt-5.6-lunaLeads82%
  • Conversational quality

    gemini-3.8-flash-high65%
    gpt-5.6-lunaLeads83%
  • Multilingual ability

    gemini-3.8-flash-highLeads99%
    gpt-5.6-luna77%
  • Translation

    gemini-3.8-flash-high77%
    gpt-5.6-lunaLeads84%
  • Summarization

    gemini-3.8-flash-highLeads76%
    gpt-5.6-luna64%

Data & professional work

  • Data analysis

    gemini-3.8-flash-high75%
    gpt-5.6-lunaLeads81%
  • Professional domains

    gemini-3.8-flash-high66%
    gpt-5.6-lunaLeads80%
  • Information extraction

    gemini-3.8-flash-high48%
    gpt-5.6-lunaLeads86%
  • Classification and labeling

    gemini-3.8-flash-high77%
    gpt-5.6-lunaLeads95%
  • Long-context handling

    gemini-3.8-flash-highLeads89%
    gpt-5.6-luna32%

Reliability & control

  • Instruction following

    gemini-3.8-flash-high43%
    gpt-5.6-lunaLeads81%
  • Structured output

    gemini-3.8-flash-high9%
    gpt-5.6-lunaLeads87%
  • Factual accuracy

    gemini-3.8-flash-high72%
    gpt-5.6-lunaLeads79%
  • Safety and alignment

    gemini-3.8-flash-high68%
    gpt-5.6-lunaLeads72%
  • Steerability

    gemini-3.8-flash-high51%
    gpt-5.6-lunaLeads79%
  • Output consistency

    gemini-3.8-flash-high58%
    gpt-5.6-lunaLeads88%

Speed, cost & vision

  • Response speed

    gemini-3.8-flash-highLeads87%
    gpt-5.6-luna59%
  • Cost efficiency

    gemini-3.8-flash-high75%
    gpt-5.6-lunaLeads94%
  • Image understanding

    gemini-3.8-flash-highLeads86%
    gpt-5.6-luna53%

Latest LLM7 statistics

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

Recent stability

gemini-3.8-flash-high

95.32%

gpt-5.6-luna

82.59%

Average response time

gemini-3.8-flash-high

13,827.75 ms

gpt-5.6-luna

57,896.19 ms

P95 API latency

gemini-3.8-flash-high

60,000 ms

gpt-5.6-luna

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

gemini-3.8-flash-high: 85.7%gpt-5.6-luna: 53.1%
22 Sept21 Oct

Average API latency

Both models on the same scale

gemini-3.8-flash-high: 20,426 msgpt-5.6-luna: 99,082 ms
21 Sept21 Oct

P95 API latency

Both models on the same scale

gemini-3.8-flash-high: 60,000 msgpt-5.6-luna: 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

  • gemini-3.8-flash-high recorded higher recent LLM7 stability during this period.

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