claude-sonnet-4-6
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Chat comparison
claude-sonnet-4-6vsgpt-6.1-sol
Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.
Current pricing
See the cost difference clearly
gpt-6.1-sol
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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.
Input formats
claude-sonnet-4-6
text, image
gpt-6.1-sol
text, image, json
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%+
claude-sonnet-4-6 · leads in 8
84%
Strong
gpt-6.1-sol · leads in 18
86%
Strong
Knowledge & reasoning
General knowledge
claude-sonnet-4-682%gpt-6.1-solLeads96%Logical reasoning
claude-sonnet-4-684%gpt-6.1-solLeads89%Mathematics
claude-sonnet-4-682%gpt-6.1-solLeads95%Scientific and technical depth
claude-sonnet-4-681%gpt-6.1-solLeads90%Planning and task decomposition
claude-sonnet-4-684%gpt-6.1-solLeads88%
Coding & tools
Code generation
claude-sonnet-4-679%gpt-6.1-solLeads86%Debugging and code review
claude-sonnet-4-686%gpt-6.1-solLeads92%Agentic coding
claude-sonnet-4-689%gpt-6.1-solLeads93%Tool and function calling
claude-sonnet-4-686%gpt-6.1-solLeads90%SQL and query writing
claude-sonnet-4-686%gpt-6.1-solLeads94%
Writing & language
Creative writing
claude-sonnet-4-6Leads84%gpt-6.1-sol82%Professional writing
claude-sonnet-4-6Leads89%gpt-6.1-sol87%Conversational quality
claude-sonnet-4-688%gpt-6.1-sol88%Multilingual ability
claude-sonnet-4-673%gpt-6.1-solLeads86%Translation
claude-sonnet-4-686%gpt-6.1-solLeads92%Summarization
claude-sonnet-4-6Leads89%gpt-6.1-sol87%
Data & professional work
Data analysis
claude-sonnet-4-687%gpt-6.1-solLeads95%Professional domains
claude-sonnet-4-685%gpt-6.1-solLeads89%Information extraction
claude-sonnet-4-690%gpt-6.1-solLeads96%Classification and labeling
claude-sonnet-4-691%gpt-6.1-solLeads100%Long-context handling
claude-sonnet-4-6Leads91%gpt-6.1-sol89%
Reliability & control
Instruction following
claude-sonnet-4-688%gpt-6.1-sol88%Structured output
claude-sonnet-4-693%gpt-6.1-solLeads99%Factual accuracy
claude-sonnet-4-6Leads92%gpt-6.1-sol86%Safety and alignment
claude-sonnet-4-6Leads87%gpt-6.1-sol79%Steerability
claude-sonnet-4-6Leads89%gpt-6.1-sol84%Output consistency
claude-sonnet-4-697%gpt-6.1-sol97%
Speed, cost & vision
Response speed
claude-sonnet-4-640%gpt-6.1-sol40%Cost efficiency
claude-sonnet-4-6Leads68%gpt-6.1-sol49%Image understanding
claude-sonnet-4-662%gpt-6.1-solLeads68%
Latest LLM7 statistics
Recent aggregated percentages and response-time metrics from LLM7, not a global model benchmark or traffic disclosure.
Recent stability
claude-sonnet-4-6
97.48%
gpt-6.1-sol
98.17%
Average response time
claude-sonnet-4-6
17,871.29 ms
gpt-6.1-sol
18,340.6 ms
P95 API latency
claude-sonnet-4-6
60,000 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
claude-sonnet-4-6: 100%gpt-6.1-sol: 91.7%
Average API latency
Both models on the same scale
claude-sonnet-4-6: 4,447 msgpt-6.1-sol: 24,176 ms
P95 API latency
Both models on the same scale
claude-sonnet-4-6: 5,000 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.
Checking current pricing…
Checking current pricing…
Quick take
- The recent stability rates are too close to distinguish meaningfully.