claude-sonnet-4-6
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Chat comparison
claude-sonnet-4-6vsseed-2.0-mini
Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.
Current pricing
See the cost difference clearly
seed-2.0-mini
Checking current pricing…
What's different
Only capabilities that differ between these models are listed. Green highlights the broader supported option or larger context window.
Context window
claude-sonnet-4-6Better fit
1,000,000 tokens
seed-2.0-mini
250,000 tokens
Input formats
claude-sonnet-4-6
text, image
seed-2.0-mini
text
Vision
claude-sonnet-4-6Better fit
Supported
seed-2.0-mini
Not supported
Reasoning
claude-sonnet-4-6Better fit
Supported
seed-2.0-mini
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 28
84%
Strong
seed-2.0-mini · leads in 1
21%
Weak
Knowledge & reasoning
General knowledge
claude-sonnet-4-6Leads82%seed-2.0-mini14%Logical reasoning
claude-sonnet-4-6Leads84%seed-2.0-mini8%Mathematics
claude-sonnet-4-6Leads82%seed-2.0-mini12%Scientific and technical depth
claude-sonnet-4-6Leads81%seed-2.0-mini11%Planning and task decomposition
claude-sonnet-4-6Leads84%seed-2.0-mini11%
Coding & tools
Code generation
claude-sonnet-4-6Leads79%seed-2.0-mini15%Debugging and code review
claude-sonnet-4-6Leads86%seed-2.0-mini13%Agentic coding
claude-sonnet-4-6Leads89%seed-2.0-mini21%Tool and function calling
claude-sonnet-4-6Leads86%seed-2.0-mini23%SQL and query writing
claude-sonnet-4-6Leads86%seed-2.0-mini16%
Writing & language
Creative writing
claude-sonnet-4-6Leads84%seed-2.0-mini12%Professional writing
claude-sonnet-4-6Leads89%seed-2.0-mini15%Conversational quality
claude-sonnet-4-6Leads88%seed-2.0-mini10%Multilingual ability
claude-sonnet-4-6Leads73%seed-2.0-mini16%Translation
claude-sonnet-4-6Leads86%seed-2.0-mini13%Summarization
claude-sonnet-4-6Leads89%seed-2.0-mini19%
Data & professional work
Data analysis
claude-sonnet-4-6Leads87%seed-2.0-mini16%Professional domains
claude-sonnet-4-6Leads85%seed-2.0-mini12%Information extraction
claude-sonnet-4-6Leads90%seed-2.0-mini24%Classification and labeling
claude-sonnet-4-6Leads91%seed-2.0-mini23%Long-context handling
claude-sonnet-4-6Leads91%seed-2.0-mini33%
Reliability & control
Instruction following
claude-sonnet-4-6Leads88%seed-2.0-mini17%Structured output
claude-sonnet-4-6Leads93%seed-2.0-mini38%Factual accuracy
claude-sonnet-4-6Leads92%seed-2.0-mini16%Safety and alignment
claude-sonnet-4-6Leads87%seed-2.0-mini17%Steerability
claude-sonnet-4-6Leads89%seed-2.0-mini14%Output consistency
claude-sonnet-4-6Leads97%seed-2.0-mini52%
Speed, cost & vision
Response speed
claude-sonnet-4-640%seed-2.0-miniLeads68%Cost efficiency
claude-sonnet-4-6Leads68%seed-2.0-mini48%Image understanding
claude-sonnet-4-662%seed-2.0-miniNo 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%
seed-2.0-mini
100%
Average response time
claude-sonnet-4-6
17,871.29 ms
seed-2.0-mini
6,796.87 ms
P95 API latency
claude-sonnet-4-6
60,000 ms
seed-2.0-mini
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%seed-2.0-mini: 100%
Average API latency
Both models on the same scale
claude-sonnet-4-6: 4,447 msseed-2.0-mini: 5,772 ms
P95 API latency
Both models on the same scale
claude-sonnet-4-6: 5,000 msseed-2.0-mini: 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 has a larger context window.
- claude-sonnet-4-6 supports image input while the other model does not.
- seed-2.0-mini recorded higher recent LLM7 stability during this period.