Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Nomic Embed

GPT4All

Intelligence Score 65/100
Model Popularity 0 votes
Context Window Local
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 Nomic Embed by 10 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
Nomic Embed
Llama 3.2 3B
Context Window
Local 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)
Hardware dependent Hardware limited
Daily Limit
Unlimited 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
Undisclosed 3B
Limitations
  • Slower than GPU inference
  • Limited to supported quantized formats
  • UI is basic
  • Depends on your RAM/GPU
  • Laptop fans will spin up
  • Large models (70B+) need heavy hardware
Key Strengths
  • LocalDocs: Chat with your files privately
  • Nomic Embed Text: High quality embeddings
  • CPU Optimized (AVX2)
  • Local Inference: Data never leaves your device
  • Modelfiles: Script your own system prompts
  • API: Local REST API for app integration

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