Battle of the Models
Compare specific LLM models, context windows, and capabilities.
DeepSeek V3.1
S-TIERSambaNova Cloud
Intelligence Score
94/100
Model Popularity
0 votes
Context Window
Long context
Pricing Model
Free / Open
Gemma 4 31B (preview)
SambaNova Cloud
Intelligence Score
65/100
Context Window
Long context
Pricing Model
Free / Open
Model Popularity
0 votes
FINAL VERDICT
DeepSeek V3.1 Wins
With an intelligence score of 94/100 vs 65/100, DeepSeek V3.1 outperforms Gemma 4 31B (preview) by 29 points.
Clear Winner: Significant performance advantage for DeepSeek V3.1.
HEAD-TO-HEAD
Detailed Comparison
| Feature |
DeepSeek V3.1
|
Gemma 4 31B (preview)
|
|---|---|---|
|
Context Window
|
Long context | Long context |
|
Architecture
|
Dense Transformer | Transformer |
|
Est. MMLU Score
|
~88-91% | ~60-64% |
|
Release Date
|
2024 | 2024 |
|
Pricing Model
|
Free Tier | Free Tier |
|
Rate Limit (RPM)
|
Varies by model | Varies by model |
|
Daily Limit
|
Dependent on credits | Dependent on credits |
|
Capabilities
|
No specific data
|
No specific data
|
|
Performance Tier
|
S-Tier (Elite) | C-Tier (Good) |
|
Speed Estimate
|
Medium | Medium |
|
Primary Use Case
|
General Purpose | General Purpose |
|
Model Size
|
Undisclosed | 31B |
|
Limitations
|
|
|
|
Key Strengths
|
|
|
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