anthropic/claude-sonnet-4-6
Checking current pricing…
Chat comparison
anthropic/claude-sonnet-4-6vsgpt-6-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-sol
Checking current pricing…
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-sonnet-4-6 · leads in 9
79%
Moderate
gpt-6-sol · leads in 21
84%
Strong
Knowledge & reasoning
General knowledge
anthropic/claude-sonnet-4-681%gpt-6-solLeads93%Logical reasoning
anthropic/claude-sonnet-4-684%gpt-6-solLeads87%Mathematics
anthropic/claude-sonnet-4-681%gpt-6-solLeads93%Scientific and technical depth
anthropic/claude-sonnet-4-682%gpt-6-solLeads88%Planning and task decomposition
anthropic/claude-sonnet-4-684%gpt-6-solLeads86%
Coding & tools
Code generation
anthropic/claude-sonnet-4-678%gpt-6-solLeads84%Debugging and code review
anthropic/claude-sonnet-4-684%gpt-6-solLeads90%Agentic coding
anthropic/claude-sonnet-4-684%gpt-6-solLeads91%Tool and function calling
anthropic/claude-sonnet-4-687%gpt-6-solLeads88%SQL and query writing
anthropic/claude-sonnet-4-683%gpt-6-solLeads92%
Writing & language
Creative writing
anthropic/claude-sonnet-4-6Leads84%gpt-6-sol80%Professional writing
anthropic/claude-sonnet-4-6Leads89%gpt-6-sol85%Conversational quality
anthropic/claude-sonnet-4-6Leads87%gpt-6-sol86%Multilingual ability
anthropic/claude-sonnet-4-667%gpt-6-solLeads84%Translation
anthropic/claude-sonnet-4-683%gpt-6-solLeads89%Summarization
anthropic/claude-sonnet-4-674%gpt-6-solLeads84%
Data & professional work
Data analysis
anthropic/claude-sonnet-4-683%gpt-6-solLeads94%Professional domains
anthropic/claude-sonnet-4-686%gpt-6-solLeads87%Information extraction
anthropic/claude-sonnet-4-687%gpt-6-solLeads94%Classification and labeling
anthropic/claude-sonnet-4-683%gpt-6-solLeads98%Long-context handling
anthropic/claude-sonnet-4-648%gpt-6-solLeads87%
Reliability & control
Instruction following
anthropic/claude-sonnet-4-6Leads89%gpt-6-sol86%Structured output
anthropic/claude-sonnet-4-6Leads97%gpt-6-sol96%Factual accuracy
anthropic/claude-sonnet-4-6Leads93%gpt-6-sol83%Safety and alignment
anthropic/claude-sonnet-4-6Leads91%gpt-6-sol76%Steerability
anthropic/claude-sonnet-4-6Leads90%gpt-6-sol82%Output consistency
anthropic/claude-sonnet-4-6Leads97%gpt-6-sol91%
Speed, cost & vision
Response speed
anthropic/claude-sonnet-4-625%gpt-6-solLeads39%Cost efficiency
anthropic/claude-sonnet-4-624%gpt-6-solLeads47%Image understanding
anthropic/claude-sonnet-4-661%gpt-6-solLeads63%
Latest LLM7 statistics
Recent aggregated percentages and response-time metrics from LLM7, not a global model benchmark or traffic disclosure.
Recent stability
anthropic/claude-sonnet-4-6
98.39%
gpt-6-sol
87.5%
Average response time
anthropic/claude-sonnet-4-6
25,849.29 ms
gpt-6-sol
25,735 ms
P95 API latency
anthropic/claude-sonnet-4-6
60,000 ms
gpt-6-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-sonnet-4-6: 100%gpt-6-sol: 100%
Average API latency
Both models on the same scale
anthropic/claude-sonnet-4-6: 2,425 msgpt-6-sol: 1,319 ms
P95 API latency
Both models on the same scale
anthropic/claude-sonnet-4-6: 5,000 msgpt-6-sol: 2,000 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…