claude-opus-4-8
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Chat comparison
claude-opus-4-8vsgrok-4.7
Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.
Current pricing
See the cost difference clearly
grok-4.7
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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-opus-4-8
text, image
grok-4.7
text
Vision
claude-opus-4-8Better fit
Supported
grok-4.7
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-opus-4-8 · leads in 27
85%
Strong
grok-4.7 · leads in 2
59%
Moderate
Knowledge & reasoning
General knowledge
claude-opus-4-8Leads86%grok-4.766%Logical reasoning
claude-opus-4-8Leads89%grok-4.769%Mathematics
claude-opus-4-8Leads88%grok-4.777%Scientific and technical depth
claude-opus-4-8Leads92%grok-4.768%Planning and task decomposition
claude-opus-4-8Leads89%grok-4.767%
Coding & tools
Code generation
claude-opus-4-8Leads80%grok-4.761%Debugging and code review
claude-opus-4-8Leads89%grok-4.769%Agentic coding
claude-opus-4-8Leads91%grok-4.771%Tool and function calling
claude-opus-4-8Leads89%grok-4.768%SQL and query writing
claude-opus-4-8Leads88%grok-4.765%
Writing & language
Creative writing
claude-opus-4-8Leads88%grok-4.760%Professional writing
claude-opus-4-8Leads92%grok-4.757%Conversational quality
claude-opus-4-8Leads90%grok-4.758%Multilingual ability
claude-opus-4-8Leads77%grok-4.737%Translation
claude-opus-4-8Leads91%grok-4.753%Summarization
claude-opus-4-8Leads93%grok-4.742%
Data & professional work
Data analysis
claude-opus-4-8Leads91%grok-4.761%Professional domains
claude-opus-4-8Leads92%grok-4.758%Information extraction
claude-opus-4-8Leads91%grok-4.763%Classification and labeling
claude-opus-4-8Leads85%grok-4.769%Long-context handling
claude-opus-4-8Leads94%grok-4.720%
Reliability & control
Instruction following
claude-opus-4-8Leads89%grok-4.759%Structured output
claude-opus-4-8Leads92%grok-4.762%Factual accuracy
claude-opus-4-8Leads95%grok-4.751%Safety and alignment
claude-opus-4-8Leads91%grok-4.741%Steerability
claude-opus-4-8Leads92%grok-4.758%Output consistency
claude-opus-4-8Leads95%grok-4.756%
Speed, cost & vision
Response speed
claude-opus-4-813%grok-4.7Leads54%Cost efficiency
claude-opus-4-826%grok-4.7Leads74%Image understanding
claude-opus-4-878%grok-4.7No 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-opus-4-8
96.77%
grok-4.7
33.33%
Average response time
claude-opus-4-8
13,573.98 ms
grok-4.7
101,699.33 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-opus-4-8 supports image input while the other model does not.