codestral-latest
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Chat comparison
codestral-latestvsgemma4:31b
Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.
Current pricing
See the cost difference clearly
gemma4:31b
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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.
Context window
codestral-latest
32,000 tokens
gemma4:31bBetter fit
262,000 tokens
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%+
codestral-latest · leads in 7
28%
Weak
gemma4:31b · leads in 22
34%
Weak
Knowledge & reasoning
General knowledge
codestral-latest9%gemma4:31bLeads33%Logical reasoning
codestral-latest10%gemma4:31bLeads19%Mathematics
codestral-latest25%gemma4:31bLeads31%Scientific and technical depth
codestral-latest15%gemma4:31bLeads34%Planning and task decomposition
codestral-latest11%gemma4:31bLeads17%
Coding & tools
Code generation
codestral-latestLeads85%gemma4:31b33%Debugging and code review
codestral-latestLeads60%gemma4:31b29%Agentic coding
codestral-latestLeads44%gemma4:31b26%Tool and function calling
codestral-latestLeads33%gemma4:31b29%SQL and query writing
codestral-latestLeads60%gemma4:31b34%
Writing & language
Creative writing
codestral-latest7%gemma4:31bLeads33%Professional writing
codestral-latest8%gemma4:31bLeads31%Conversational quality
codestral-latest7%gemma4:31bLeads23%Multilingual ability
codestral-latest32%gemma4:31bLeads44%Translation
codestral-latest11%gemma4:31bLeads32%Summarization
codestral-latest7%gemma4:31bLeads31%
Data & professional work
Data analysis
codestral-latest13%gemma4:31bLeads29%Professional domains
codestral-latest5%gemma4:31bLeads26%Information extraction
codestral-latest16%gemma4:31bLeads35%Classification and labeling
codestral-latest15%gemma4:31bLeads38%Long-context handling
codestral-latest15%gemma4:31bLeads39%
Reliability & control
Instruction following
codestral-latest21%gemma4:31bLeads29%Structured output
codestral-latest44%gemma4:31bLeads46%Factual accuracy
codestral-latest17%gemma4:31bLeads34%Safety and alignment
codestral-latest14%gemma4:31bLeads31%Steerability
codestral-latest14%gemma4:31bLeads28%Output consistency
codestral-latest52%gemma4:31bLeads57%
Speed, cost & vision
Response speed
codestral-latestLeads85%gemma4:31b48%Cost efficiency
codestral-latestLeads82%gemma4:31b59%Image understanding
codestral-latestNo image inputgemma4:31bNo image input
Latest LLM7 statistics
Recent aggregated percentages and response-time metrics from LLM7, not a global model benchmark or traffic disclosure.
Recent stability
codestral-latest
98.21%
gemma4:31b
99.79%
Average response time
codestral-latest
3,226.67 ms
gemma4:31b
6,136.85 ms
P95 API latency
codestral-latest
10,000 ms
gemma4:31b
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
codestral-latest: 99%gemma4:31b: 100%
Average API latency
Both models on the same scale
codestral-latest: 1,688 msgemma4:31b: 5,369 ms
P95 API latency
Both models on the same scale
codestral-latest: 10,000 msgemma4:31b: 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
- gemma4:31b has a larger context window.
- gemma4:31b recorded higher recent LLM7 stability during this period.
- codestral-latest recorded a lower observed p95 API latency on LLM7 during this period.