anthropic/claude-opus-4-8
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Chat comparison
anthropic/claude-opus-4-8vsgpt-6.1-sol
Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.
Current pricing
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gpt-6.1-sol
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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%+
anthropic/claude-opus-4-8 · leads in 13
84%
Strong
gpt-6.1-sol · leads in 15
86%
Strong
Knowledge & reasoning
General knowledge
anthropic/claude-opus-4-888%gpt-6.1-solLeads96%Logical reasoning
anthropic/claude-opus-4-8Leads91%gpt-6.1-sol89%Mathematics
anthropic/claude-opus-4-888%gpt-6.1-solLeads95%Scientific and technical depth
anthropic/claude-opus-4-8Leads93%gpt-6.1-sol90%Planning and task decomposition
anthropic/claude-opus-4-8Leads90%gpt-6.1-sol88%
Coding & tools
Code generation
anthropic/claude-opus-4-882%gpt-6.1-solLeads86%Debugging and code review
anthropic/claude-opus-4-890%gpt-6.1-solLeads92%Agentic coding
anthropic/claude-opus-4-890%gpt-6.1-solLeads93%Tool and function calling
anthropic/claude-opus-4-8Leads92%gpt-6.1-sol90%SQL and query writing
anthropic/claude-opus-4-888%gpt-6.1-solLeads94%
Writing & language
Creative writing
anthropic/claude-opus-4-8Leads89%gpt-6.1-sol82%Professional writing
anthropic/claude-opus-4-8Leads93%gpt-6.1-sol87%Conversational quality
anthropic/claude-opus-4-8Leads92%gpt-6.1-sol88%Multilingual ability
anthropic/claude-opus-4-873%gpt-6.1-solLeads86%Translation
anthropic/claude-opus-4-889%gpt-6.1-solLeads92%Summarization
anthropic/claude-opus-4-884%gpt-6.1-solLeads87%
Data & professional work
Data analysis
anthropic/claude-opus-4-889%gpt-6.1-solLeads95%Professional domains
anthropic/claude-opus-4-8Leads94%gpt-6.1-sol89%Information extraction
anthropic/claude-opus-4-891%gpt-6.1-solLeads96%Classification and labeling
anthropic/claude-opus-4-884%gpt-6.1-solLeads100%Long-context handling
anthropic/claude-opus-4-858%gpt-6.1-solLeads89%
Reliability & control
Instruction following
anthropic/claude-opus-4-8Leads93%gpt-6.1-sol88%Structured output
anthropic/claude-opus-4-899%gpt-6.1-sol99%Factual accuracy
anthropic/claude-opus-4-8Leads98%gpt-6.1-sol86%Safety and alignment
anthropic/claude-opus-4-8Leads96%gpt-6.1-sol79%Steerability
anthropic/claude-opus-4-8Leads95%gpt-6.1-sol84%Output consistency
anthropic/claude-opus-4-897%gpt-6.1-sol97%
Speed, cost & vision
Response speed
anthropic/claude-opus-4-811%gpt-6.1-solLeads40%Cost efficiency
anthropic/claude-opus-4-818%gpt-6.1-solLeads49%Image understanding
anthropic/claude-opus-4-8Leads79%gpt-6.1-sol68%
Latest LLM7 statistics
Recent aggregated percentages and response-time metrics from LLM7, not a global model benchmark or traffic disclosure.
Recent stability
anthropic/claude-opus-4-8
97.2%
gpt-6.1-sol
98.17%
Average response time
anthropic/claude-opus-4-8
7,987.25 ms
gpt-6.1-sol
18,340.6 ms
P95 API latency
anthropic/claude-opus-4-8
30,000 ms
gpt-6.1-sol
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
anthropic/claude-opus-4-8: 97%gpt-6.1-sol: 91.7%
Average API latency
Both models on the same scale
anthropic/claude-opus-4-8: 8,328 msgpt-6.1-sol: 24,176 ms
P95 API latency
Both models on the same scale
anthropic/claude-opus-4-8: 30,000 msgpt-6.1-sol: 60,000 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
- The recent stability rates are too close to distinguish meaningfully.
- anthropic/claude-opus-4-8 recorded a lower observed p95 API latency on LLM7 during this period.