Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Gemma 4 31B (preview)

SambaNova Cloud

Intelligence Score 65/100
Model Popularity 0 votes
Context Window Long context
Pricing Model Free / Open

North Mini Code

Cohere

Intelligence Score 77/100
Context Window 256K Context
Pricing Model Free / Open
Model Popularity 0 votes
FINAL VERDICT

North Mini Code Wins

With an intelligence score of 77/100 vs 65/100, North Mini Code outperforms Gemma 4 31B (preview) by 12 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
Gemma 4 31B (preview)
North Mini Code
Context Window
Long context 256K Context
Architecture
Transformer Transformer
Est. MMLU Score
~60-64% ~70-74%
Release Date
2024 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
Varies by model 20 requests/minute
Daily Limit
Dependent on credits -
Capabilities
No specific data
No specific data
Performance Tier
C-Tier (Good) B-Tier (Strong)
Speed Estimate
Medium ⚡ Very Fast
Primary Use Case
General Purpose 💻 Code Generation
Model Size
31B Undisclosed
Limitations
  • Free credits are one-time for new users
  • Context window varies by model (8k - 128k)
  • Rate limits apply to free tier
  • Monthly quota shared across all models
  • 1,000 API calls/month on free tier
  • Commercial use restricted on free plan
Key Strengths
  • SambaNova SN40L RDU Chip
  • Dataflow Architecture
  • Record-Breaking Speed
  • Retrieval Augmented Generation (RAG) built-in
  • Enterprise-grade models
  • Embeddings and reranking models

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