Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Llama 3 8B Quant

GPT4All

Intelligence Score 71/100
Model Popularity 0 votes
Context Window Local
Pricing Model Free / Open
View Provider Analysis →

DeepSeek: R1 (free)

OpenRouter

Intelligence Score 65/100
Context Window 128k
Pricing Model Free / Open
Model Popularity 0 votes
View Provider Analysis →
FINAL VERDICT

Llama 3 8B Quant Wins

With an intelligence score of 71/100 vs 65/100, Llama 3 8B Quant outperforms DeepSeek: R1 (free) by 6 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
Llama 3 8B Quant
DeepSeek: R1 (free)
Context Window
Local 128k
Architecture
Transformer (Open Weight) Dense Transformer
Est. MMLU Score
~65-69% ~60-64%
Release Date
2024 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
Hardware dependent 20 requests/minute
Daily Limit
Unlimited 50 requests/day (up to 1000 with $10 topup)
Capabilities
No specific data
No specific data
Performance Tier
C-Tier (Good) C-Tier (Good)
Speed Estimate
⚡ Very Fast 🐢 Slower (Reasoning)
Primary Use Case
General Purpose 🧠 Complex Reasoning
Model Size
8B Undisclosed
Limitations
  • Slower than GPU inference
  • Limited to supported quantized formats
  • UI is basic
  • Limits depend on account history/topup
  • Community key models
  • Free models have lower priority during peak demand
Key Strengths
  • LocalDocs: Chat with your files privately
  • Nomic Embed Text: High quality embeddings
  • CPU Optimized (AVX2)
  • Unified API for 100+ models from all providers
  • OpenAI-compatible endpoint (drop-in replacement)
  • Automatic model fallback and routing

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