gpt-5.6-luna
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Chat comparison
gpt-5.6-lunavsgpt-6-astra
Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.
Current pricing
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gpt-6-astra
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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-5.6-luna · leads in 22
79%
Moderate
gpt-6-astra · leads in 6
76%
Moderate
Knowledge & reasoning
General knowledge
gpt-5.6-lunaLeads89%gpt-6-astra87%Logical reasoning
gpt-5.6-lunaLeads83%gpt-6-astra81%Mathematics
gpt-5.6-lunaLeads86%gpt-6-astra83%Scientific and technical depth
gpt-5.6-luna81%gpt-6-astra81%Planning and task decomposition
gpt-5.6-lunaLeads83%gpt-6-astra81%
Coding & tools
Code generation
gpt-5.6-lunaLeads78%gpt-6-astra75%Debugging and code review
gpt-5.6-lunaLeads83%gpt-6-astra82%Agentic coding
gpt-5.6-luna82%gpt-6-astraLeads83%Tool and function calling
gpt-5.6-lunaLeads85%gpt-6-astra82%SQL and query writing
gpt-5.6-lunaLeads86%gpt-6-astra82%
Writing & language
Creative writing
gpt-5.6-lunaLeads78%gpt-6-astra77%Professional writing
gpt-5.6-lunaLeads82%gpt-6-astra79%Conversational quality
gpt-5.6-lunaLeads83%gpt-6-astra80%Multilingual ability
gpt-5.6-lunaLeads77%gpt-6-astra76%Translation
gpt-5.6-lunaLeads84%gpt-6-astra81%Summarization
gpt-5.6-luna64%gpt-6-astraLeads77%
Data & professional work
Data analysis
gpt-5.6-luna81%gpt-6-astraLeads84%Professional domains
gpt-5.6-luna80%gpt-6-astraLeads81%Information extraction
gpt-5.6-lunaLeads86%gpt-6-astra82%Classification and labeling
gpt-5.6-lunaLeads95%gpt-6-astra86%Long-context handling
gpt-5.6-luna32%gpt-6-astraLeads84%
Reliability & control
Instruction following
gpt-5.6-lunaLeads81%gpt-6-astra78%Structured output
gpt-5.6-lunaLeads87%gpt-6-astra84%Factual accuracy
gpt-5.6-lunaLeads79%gpt-6-astra75%Safety and alignment
gpt-5.6-luna72%gpt-6-astra72%Steerability
gpt-5.6-lunaLeads79%gpt-6-astra77%Output consistency
gpt-5.6-lunaLeads88%gpt-6-astra80%
Speed, cost & vision
Response speed
gpt-5.6-lunaLeads59%gpt-6-astra30%Cost efficiency
gpt-5.6-lunaLeads94%gpt-6-astra28%Image understanding
gpt-5.6-luna53%gpt-6-astraLeads61%
Latest LLM7 statistics
Recent aggregated percentages and response-time metrics from LLM7, not a global model benchmark or traffic disclosure.
Recent stability
gpt-5.6-luna
82.59%
gpt-6-astra
95.42%
Average response time
gpt-5.6-luna
57,896.19 ms
gpt-6-astra
14,182.07 ms
P95 API latency
gpt-5.6-luna
60,000 ms
gpt-6-astra
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
gpt-5.6-luna: 53.1%gpt-6-astra: 100%
Average API latency
Both models on the same scale
gpt-5.6-luna: 99,082 msgpt-6-astra: 4,296 ms
P95 API latency
Both models on the same scale
gpt-5.6-luna: 60,000 msgpt-6-astra: 10,000 ms
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
- gpt-6-astra recorded higher recent LLM7 stability during this period.