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

Llama 3.2 3B

Ollama

Intelligence Score 75/100
Context Window 128K tokens
Pricing Model Free / Open
Model Popularity 0 votes
FINAL VERDICT

Llama 3.2 3B Wins

With an intelligence score of 75/100 vs 65/100, Llama 3.2 3B outperforms Gemma 4 31B (preview) by 10 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
Gemma 4 31B (preview)
Llama 3.2 3B
Context Window
Long context 128K tokens
Architecture
Transformer Transformer (Open Weight)
Est. MMLU Score
~60-64% ~70-74%
Release Date
2024 Sep 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
Varies by model Hardware limited
Daily Limit
Dependent on credits Unlimited
Capabilities
No specific data
No specific data
Performance Tier
C-Tier (Good) B-Tier (Strong)
Speed Estimate
Medium Medium
Primary Use Case
General Purpose General Purpose
Model Size
31B 3B
Limitations
  • Free credits are one-time for new users
  • Context window varies by model (8k - 128k)
  • Rate limits apply to free tier
  • Depends on your RAM/GPU
  • Laptop fans will spin up
  • Large models (70B+) need heavy hardware
Key Strengths
  • SambaNova SN40L RDU Chip
  • Dataflow Architecture
  • Record-Breaking Speed
  • Local Inference: Data never leaves your device
  • Modelfiles: Script your own system prompts
  • API: Local REST API for app integration

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