claude-sonnet-4-6
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Chat comparison
claude-sonnet-4-6vsgemini-3.6-flash-high
Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.
Current pricing
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gemini-3.6-flash-high
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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
gemini-3.6-flash-high
text, json
Vision
claude-sonnet-4-6Better fit
Supported
gemini-3.6-flash-high
Not supported
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 26
84%
Strong
gemini-3.6-flash-high · leads in 3
71%
Moderate
Knowledge & reasoning
General knowledge
claude-sonnet-4-6Leads82%gemini-3.6-flash-high73%Logical reasoning
claude-sonnet-4-6Leads84%gemini-3.6-flash-high70%Mathematics
claude-sonnet-4-6Leads82%gemini-3.6-flash-high73%Scientific and technical depth
claude-sonnet-4-6Leads81%gemini-3.6-flash-high68%Planning and task decomposition
claude-sonnet-4-6Leads84%gemini-3.6-flash-high67%
Coding & tools
Code generation
claude-sonnet-4-6Leads79%gemini-3.6-flash-high65%Debugging and code review
claude-sonnet-4-6Leads86%gemini-3.6-flash-high69%Agentic coding
claude-sonnet-4-6Leads89%gemini-3.6-flash-high69%Tool and function calling
claude-sonnet-4-6Leads86%gemini-3.6-flash-high76%SQL and query writing
claude-sonnet-4-6Leads86%gemini-3.6-flash-high73%
Writing & language
Creative writing
claude-sonnet-4-6Leads84%gemini-3.6-flash-high56%Professional writing
claude-sonnet-4-6Leads89%gemini-3.6-flash-high64%Conversational quality
claude-sonnet-4-6Leads88%gemini-3.6-flash-high65%Multilingual ability
claude-sonnet-4-673%gemini-3.6-flash-highLeads99%Translation
claude-sonnet-4-6Leads86%gemini-3.6-flash-high77%Summarization
claude-sonnet-4-6Leads89%gemini-3.6-flash-high53%
Data & professional work
Data analysis
claude-sonnet-4-6Leads87%gemini-3.6-flash-high77%Professional domains
claude-sonnet-4-6Leads85%gemini-3.6-flash-high65%Information extraction
claude-sonnet-4-6Leads90%gemini-3.6-flash-high78%Classification and labeling
claude-sonnet-4-6Leads91%gemini-3.6-flash-high85%Long-context handling
claude-sonnet-4-6Leads91%gemini-3.6-flash-high37%
Reliability & control
Instruction following
claude-sonnet-4-6Leads88%gemini-3.6-flash-high70%Structured output
claude-sonnet-4-6Leads93%gemini-3.6-flash-high87%Factual accuracy
claude-sonnet-4-6Leads92%gemini-3.6-flash-high73%Safety and alignment
claude-sonnet-4-6Leads87%gemini-3.6-flash-high69%Steerability
claude-sonnet-4-6Leads89%gemini-3.6-flash-high62%Output consistency
claude-sonnet-4-6Leads97%gemini-3.6-flash-high77%
Speed, cost & vision
Response speed
claude-sonnet-4-640%gemini-3.6-flash-highLeads91%Cost efficiency
claude-sonnet-4-668%gemini-3.6-flash-highLeads84%Image understanding
claude-sonnet-4-662%gemini-3.6-flash-highNo image input
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%
gemini-3.6-flash-high
99.2%
Average response time
claude-sonnet-4-6
17,871.29 ms
gemini-3.6-flash-high
9,446.51 ms
P95 API latency
claude-sonnet-4-6
60,000 ms
gemini-3.6-flash-high
30,000 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%gemini-3.6-flash-high: 85.7%
Average API latency
Both models on the same scale
claude-sonnet-4-6: 4,447 msgemini-3.6-flash-high: 24,682 ms
P95 API latency
Both models on the same scale
claude-sonnet-4-6: 5,000 msgemini-3.6-flash-high: 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
- claude-sonnet-4-6 supports image input while the other model does not.
- gemini-3.6-flash-high recorded higher recent LLM7 stability during this period.
- gemini-3.6-flash-high recorded a lower observed p95 API latency on LLM7 during this period.