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gpt-6-lunavsgpt-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

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%+

gpt-6-luna · leads in 26

52%

Moderate

gpt-oss:20b · leads in 3

30%

Weak

Knowledge & reasoning

  • General knowledge

    gpt-6-lunaLeads72%
    gpt-oss:20b26%
  • Logical reasoning

    gpt-6-lunaLeads28%
    gpt-oss:20b14%
  • Mathematics

    gpt-6-lunaLeads42%
    gpt-oss:20b23%
  • Scientific and technical depth

    gpt-6-lunaLeads46%
    gpt-oss:20b24%
  • Planning and task decomposition

    gpt-6-lunaLeads29%
    gpt-oss:20b15%

Coding & tools

  • Code generation

    gpt-6-lunaLeads49%
    gpt-oss:20b32%
  • Debugging and code review

    gpt-6-lunaLeads39%
    gpt-oss:20b26%
  • Agentic coding

    gpt-6-lunaLeads35%
    gpt-oss:20b26%
  • Tool and function calling

    gpt-6-lunaLeads52%
    gpt-oss:20b30%
  • SQL and query writing

    gpt-6-lunaLeads48%
    gpt-oss:20b27%

Writing & language

  • Creative writing

    gpt-6-lunaLeads54%
    gpt-oss:20b26%
  • Professional writing

    gpt-6-lunaLeads59%
    gpt-oss:20b24%
  • Conversational quality

    gpt-6-lunaLeads54%
    gpt-oss:20b21%
  • Multilingual ability

    gpt-6-lunaLeads61%
    gpt-oss:20b28%
  • Translation

    gpt-6-lunaLeads57%
    gpt-oss:20b25%
  • Summarization

    gpt-6-lunaLeads37%
    gpt-oss:20b21%

Data & professional work

  • Data analysis

    gpt-6-lunaLeads39%
    gpt-oss:20b22%
  • Professional domains

    gpt-6-lunaLeads49%
    gpt-oss:20b19%
  • Information extraction

    gpt-6-lunaLeads57%
    gpt-oss:20b30%
  • Classification and labeling

    gpt-6-lunaLeads62%
    gpt-oss:20b31%
  • Long-context handling

    gpt-6-luna22%
    gpt-oss:20bLeads26%

Reliability & control

  • Instruction following

    gpt-6-lunaLeads55%
    gpt-oss:20b23%
  • Structured output

    gpt-6-lunaLeads70%
    gpt-oss:20b46%
  • Factual accuracy

    gpt-6-lunaLeads59%
    gpt-oss:20b25%
  • Safety and alignment

    gpt-6-lunaLeads59%
    gpt-oss:20b24%
  • Steerability

    gpt-6-lunaLeads53%
    gpt-oss:20b23%
  • Output consistency

    gpt-6-lunaLeads80%
    gpt-oss:20b51%

Speed, cost & vision

  • Response speed

    gpt-6-luna59%
    gpt-oss:20bLeads69%
  • Cost efficiency

    gpt-6-luna71%
    gpt-oss:20bLeads80%
  • Image understanding

    gpt-6-lunaNo 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

gpt-6-luna

92.86%

gpt-oss:20b

99.11%

Average response time

gpt-6-luna

47,470.23 ms

gpt-oss:20b

2,686.07 ms

P95 API latency

gpt-6-luna

60,000 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

gpt-6-luna: 92.6%gpt-oss:20b: 99.3%
16 Oct21 Oct

Average API latency

Both models on the same scale

gpt-6-luna: 48,342 msgpt-oss:20b: 2,509 ms
16 Oct21 Oct

P95 API latency

Both models on the same scale

gpt-6-luna: 60,000 msgpt-oss:20b: 10,000 ms
16 Oct21 Oct

Estimate your workload

Published rates are loaded from the pricing API; per-request quotes are billed from actual provider usage.

Checking current pricing…
Checking current pricing…

Quick take

  • 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