codestral-latest
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Chat comparison
codestral-latestvskimi-k2.7-code
Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.
Current pricing
See the cost difference clearly
kimi-k2.7-code
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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
kimi-k2.7-codeBetter fit
256,000 tokens
Reasoning
codestral-latest
Not supported
kimi-k2.7-codeBetter fit
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%+
codestral-latest · leads in 2
28%
Weak
kimi-k2.7-code · leads in 27
53%
Moderate
Knowledge & reasoning
General knowledge
codestral-latest9%kimi-k2.7-codeLeads37%Logical reasoning
codestral-latest10%kimi-k2.7-codeLeads59%Mathematics
codestral-latest25%kimi-k2.7-codeLeads68%Scientific and technical depth
codestral-latest15%kimi-k2.7-codeLeads56%Planning and task decomposition
codestral-latest11%kimi-k2.7-codeLeads62%
Coding & tools
Code generation
codestral-latest85%kimi-k2.7-codeLeads87%Debugging and code review
codestral-latest60%kimi-k2.7-codeLeads88%Agentic coding
codestral-latest44%kimi-k2.7-codeLeads81%Tool and function calling
codestral-latest33%kimi-k2.7-codeLeads58%SQL and query writing
codestral-latest60%kimi-k2.7-codeLeads84%
Writing & language
Creative writing
codestral-latest7%kimi-k2.7-codeLeads36%Professional writing
codestral-latest8%kimi-k2.7-codeLeads39%Conversational quality
codestral-latest7%kimi-k2.7-codeLeads41%Multilingual ability
codestral-latest32%kimi-k2.7-codeLeads55%Translation
codestral-latest11%kimi-k2.7-codeLeads48%Summarization
codestral-latest7%kimi-k2.7-codeLeads48%
Data & professional work
Data analysis
codestral-latest13%kimi-k2.7-codeLeads59%Professional domains
codestral-latest5%kimi-k2.7-codeLeads43%Information extraction
codestral-latest16%kimi-k2.7-codeLeads52%Classification and labeling
codestral-latest15%kimi-k2.7-codeLeads44%Long-context handling
codestral-latest15%kimi-k2.7-codeLeads52%
Reliability & control
Instruction following
codestral-latest21%kimi-k2.7-codeLeads50%Structured output
codestral-latest44%kimi-k2.7-codeLeads59%Factual accuracy
codestral-latest17%kimi-k2.7-codeLeads44%Safety and alignment
codestral-latest14%kimi-k2.7-codeLeads39%Steerability
codestral-latest14%kimi-k2.7-codeLeads45%Output consistency
codestral-latest52%kimi-k2.7-codeLeads53%
Speed, cost & vision
Response speed
codestral-latestLeads85%kimi-k2.7-code30%Cost efficiency
codestral-latestLeads82%kimi-k2.7-code34%Image understanding
codestral-latestNo image inputkimi-k2.7-codeNo 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
98.36%
kimi-k2.7-code
99.83%
Average response time
codestral-latest
3,439.06 ms
kimi-k2.7-code
6,571.81 ms
P95 API latency
codestral-latest
10,000 ms
kimi-k2.7-code
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: 99.3%kimi-k2.7-code: 100%
Average API latency
Both models on the same scale
codestral-latest: 4,108 mskimi-k2.7-code: 1,138 ms
P95 API latency
Both models on the same scale
codestral-latest: 10,000 mskimi-k2.7-code: 2,000 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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Checking current pricing…
Quick take
- kimi-k2.7-code has a larger context window.
- kimi-k2.7-code recorded higher recent LLM7 stability during this period.
- codestral-latest recorded a lower observed p95 API latency on LLM7 during this period.