anthropic/claude-opus-4-8
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Chat comparison
anthropic/claude-opus-4-8vsgemini-3-flash
Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.
Current pricing
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gemini-3-flash
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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
anthropic/claude-opus-4-8
text, image, json
gemini-3-flash
text
Vision
anthropic/claude-opus-4-8Better fit
Supported
gemini-3-flash
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%+
anthropic/claude-opus-4-8 · leads in 25
84%
Strong
gemini-3-flash · leads in 4
71%
Moderate
Knowledge & reasoning
General knowledge
anthropic/claude-opus-4-8Leads88%gemini-3-flash67%Logical reasoning
anthropic/claude-opus-4-8Leads91%gemini-3-flash64%Mathematics
anthropic/claude-opus-4-8Leads88%gemini-3-flash66%Scientific and technical depth
anthropic/claude-opus-4-8Leads93%gemini-3-flash63%Planning and task decomposition
anthropic/claude-opus-4-8Leads90%gemini-3-flash63%
Coding & tools
Code generation
anthropic/claude-opus-4-8Leads82%gemini-3-flash59%Debugging and code review
anthropic/claude-opus-4-8Leads90%gemini-3-flash65%Agentic coding
anthropic/claude-opus-4-8Leads90%gemini-3-flash72%Tool and function calling
anthropic/claude-opus-4-8Leads92%gemini-3-flash69%SQL and query writing
anthropic/claude-opus-4-8Leads88%gemini-3-flash70%
Writing & language
Creative writing
anthropic/claude-opus-4-8Leads89%gemini-3-flash53%Professional writing
anthropic/claude-opus-4-8Leads93%gemini-3-flash60%Conversational quality
anthropic/claude-opus-4-8Leads92%gemini-3-flash60%Multilingual ability
anthropic/claude-opus-4-873%gemini-3-flashLeads94%Translation
anthropic/claude-opus-4-8Leads89%gemini-3-flash74%Summarization
anthropic/claude-opus-4-8Leads84%gemini-3-flash72%
Data & professional work
Data analysis
anthropic/claude-opus-4-8Leads89%gemini-3-flash75%Professional domains
anthropic/claude-opus-4-8Leads94%gemini-3-flash61%Information extraction
anthropic/claude-opus-4-8Leads91%gemini-3-flash76%Classification and labeling
anthropic/claude-opus-4-8Leads84%gemini-3-flash82%Long-context handling
anthropic/claude-opus-4-858%gemini-3-flashLeads97%
Reliability & control
Instruction following
anthropic/claude-opus-4-8Leads93%gemini-3-flash63%Structured output
anthropic/claude-opus-4-8Leads99%gemini-3-flash77%Factual accuracy
anthropic/claude-opus-4-8Leads98%gemini-3-flash69%Safety and alignment
anthropic/claude-opus-4-8Leads96%gemini-3-flash64%Steerability
anthropic/claude-opus-4-8Leads95%gemini-3-flash56%Output consistency
anthropic/claude-opus-4-8Leads97%gemini-3-flash74%
Speed, cost & vision
Response speed
anthropic/claude-opus-4-811%gemini-3-flashLeads93%Cost efficiency
anthropic/claude-opus-4-818%gemini-3-flashLeads88%Image understanding
anthropic/claude-opus-4-879%gemini-3-flashNo image input
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%
gemini-3-flash
87.03%
Average response time
anthropic/claude-opus-4-8
7,987.25 ms
gemini-3-flash
5,576.7 ms
P95 API latency
anthropic/claude-opus-4-8
30,000 ms
gemini-3-flash
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
anthropic/claude-opus-4-8: 97%gemini-3-flash: 99.7%
Average API latency
Both models on the same scale
anthropic/claude-opus-4-8: 8,328 msgemini-3-flash: 5,803 ms
P95 API latency
Both models on the same scale
anthropic/claude-opus-4-8: 30,000 msgemini-3-flash: 30,000 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
- anthropic/claude-opus-4-8 supports image input while the other model does not.
- anthropic/claude-opus-4-8 recorded higher recent LLM7 stability during this period.