deepseek-v4-pro
Checking current pricing…
Chat comparison
deepseek-v4-provsgemma4:31b
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
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
deepseek-v4-proBetter fit
1,000,000 tokens
gemma4:31b
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%+
deepseek-v4-pro · leads in 27
46%
Weak
gemma4:31b · leads in 2
34%
Weak
Knowledge & reasoning
General knowledge
deepseek-v4-proLeads48%gemma4:31b33%Logical reasoning
deepseek-v4-proLeads26%gemma4:31b19%Mathematics
deepseek-v4-proLeads63%gemma4:31b31%Scientific and technical depth
deepseek-v4-proLeads57%gemma4:31b34%Planning and task decomposition
deepseek-v4-proLeads26%gemma4:31b17%
Coding & tools
Code generation
deepseek-v4-proLeads60%gemma4:31b33%Debugging and code review
deepseek-v4-proLeads49%gemma4:31b29%Agentic coding
deepseek-v4-proLeads42%gemma4:31b26%Tool and function calling
deepseek-v4-proLeads42%gemma4:31b29%SQL and query writing
deepseek-v4-proLeads58%gemma4:31b34%
Writing & language
Creative writing
deepseek-v4-proLeads34%gemma4:31b33%Professional writing
deepseek-v4-proLeads42%gemma4:31b31%Conversational quality
deepseek-v4-proLeads34%gemma4:31b23%Multilingual ability
deepseek-v4-proLeads59%gemma4:31b44%Translation
deepseek-v4-proLeads48%gemma4:31b32%Summarization
deepseek-v4-proLeads53%gemma4:31b31%
Data & professional work
Data analysis
deepseek-v4-proLeads51%gemma4:31b29%Professional domains
deepseek-v4-proLeads44%gemma4:31b26%Information extraction
deepseek-v4-proLeads51%gemma4:31b35%Classification and labeling
deepseek-v4-proLeads49%gemma4:31b38%Long-context handling
deepseek-v4-proLeads75%gemma4:31b39%
Reliability & control
Instruction following
deepseek-v4-proLeads40%gemma4:31b29%Structured output
deepseek-v4-proLeads59%gemma4:31b46%Factual accuracy
deepseek-v4-proLeads44%gemma4:31b34%Safety and alignment
deepseek-v4-proLeads34%gemma4:31b31%Steerability
deepseek-v4-proLeads36%gemma4:31b28%Output consistency
deepseek-v4-proLeads59%gemma4:31b57%
Speed, cost & vision
Response speed
deepseek-v4-pro32%gemma4:31bLeads48%Cost efficiency
deepseek-v4-pro30%gemma4:31bLeads59%Image understanding
deepseek-v4-proNo 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
deepseek-v4-pro
99.37%
gemma4:31b
99.73%
Average response time
deepseek-v4-pro
21,349.57 ms
gemma4:31b
6,204.99 ms
P95 API latency
deepseek-v4-pro
60,000 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
deepseek-v4-pro: 100%gemma4:31b: 100%
Average API latency
Both models on the same scale
deepseek-v4-pro: 21,275 msgemma4:31b: 6,773 ms
P95 API latency
Both models on the same scale
deepseek-v4-pro: 60,000 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.
Checking current pricing…
Checking current pricing…
Quick take
- deepseek-v4-pro has a larger context window.
- The recent stability rates are too close to distinguish meaningfully.
- gemma4:31b recorded a lower observed p95 API latency on LLM7 during this period.