gemma4:31b
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Chat comparison
gemma4:31bvsmuse-spark-1.3
Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.
Current pricing
See the cost difference clearly
muse-spark-1.3
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.
Reasoning
gemma4:31b
Not supported
muse-spark-1.3Better 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%+
gemma4:31b · leads in 22
34%
Weak
muse-spark-1.3 · leads in 7
29%
Weak
Knowledge & reasoning
General knowledge
gemma4:31bLeads33%muse-spark-1.316%Logical reasoning
gemma4:31b19%muse-spark-1.3Leads35%Mathematics
gemma4:31bLeads31%muse-spark-1.329%Scientific and technical depth
gemma4:31bLeads34%muse-spark-1.323%Planning and task decomposition
gemma4:31b17%muse-spark-1.3Leads39%
Coding & tools
Code generation
gemma4:31bLeads33%muse-spark-1.324%Debugging and code review
gemma4:31b29%muse-spark-1.3Leads33%Agentic coding
gemma4:31b26%muse-spark-1.3Leads42%Tool and function calling
gemma4:31b29%muse-spark-1.3Leads37%SQL and query writing
gemma4:31bLeads34%muse-spark-1.331%
Writing & language
Creative writing
gemma4:31bLeads33%muse-spark-1.332%Professional writing
gemma4:31bLeads31%muse-spark-1.326%Conversational quality
gemma4:31bLeads23%muse-spark-1.321%Multilingual ability
gemma4:31bLeads44%muse-spark-1.326%Translation
gemma4:31bLeads32%muse-spark-1.322%Summarization
gemma4:31bLeads31%muse-spark-1.313%
Data & professional work
Data analysis
gemma4:31bLeads29%muse-spark-1.328%Professional domains
gemma4:31bLeads26%muse-spark-1.324%Information extraction
gemma4:31bLeads35%muse-spark-1.330%Classification and labeling
gemma4:31bLeads38%muse-spark-1.329%Long-context handling
gemma4:31bLeads39%muse-spark-1.36%
Reliability & control
Instruction following
gemma4:31b29%muse-spark-1.3Leads30%Structured output
gemma4:31bLeads46%muse-spark-1.340%Factual accuracy
gemma4:31bLeads34%muse-spark-1.320%Safety and alignment
gemma4:31bLeads31%muse-spark-1.325%Steerability
gemma4:31b28%muse-spark-1.3Leads30%Output consistency
gemma4:31bLeads57%muse-spark-1.337%
Speed, cost & vision
Response speed
gemma4:31bLeads48%muse-spark-1.344%Cost efficiency
gemma4:31bLeads59%muse-spark-1.355%Image understanding
gemma4:31bNo image inputmuse-spark-1.3No image input
Latest LLM7 statistics
Recent aggregated percentages and response-time metrics from LLM7, not a global model benchmark or traffic disclosure.
Recent stability
gemma4:31b
99.73%
muse-spark-1.3
0%
Average response time
gemma4:31b
6,204.99 ms
muse-spark-1.3
117,086.75 ms
Side-by-side trends
Shared charts make the observed differences easier to read. Metrics without enough history stay hidden.
Average API latency
Both models on the same scale
gemma4:31b: 6,773 msmuse-spark-1.3: 263,946 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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