Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Llama 3.1 8B Instruct

A-TIER

Cloudflare Workers AI

Intelligence Score 80/100
Model Popularity 0 votes
Context Window 128K
Pricing Model Free / Open

Stable Diffusion 3

Stability AI

Intelligence Score 65/100
Context Window N/A
Pricing Model Commercial / Paid
Model Popularity 0 votes
Commercial/Paid Model
FINAL VERDICT

Llama 3.1 8B Instruct Wins

With an intelligence score of 80/100 vs 65/100, Llama 3.1 8B Instruct outperforms Stable Diffusion 3 by 15 points.

Clear Winner: Significant performance advantage for Llama 3.1 8B Instruct.
HEAD-TO-HEAD

Detailed Comparison

Feature
Llama 3.1 8B Instruct
Stable Diffusion 3
Context Window
128K N/A
Architecture
Transformer (Open Weight) Transformer
Est. MMLU Score
~75-79% ~60-64%
Release Date
Jul 2024 2024
Pricing Model
Free Tier Paid / Commercial
Rate Limit (RPM)
Varies by model 50 images/min
Daily Limit
10,000 neurons/day Based on tier
Capabilities
Reasoning
Image Generation
Performance Tier
B-Tier (Strong) C-Tier (Good)
Speed Estimate
âš¡ Very Fast Medium
Primary Use Case
General Purpose General Purpose
Model Size
8B Undisclosed
Limitations
  • 10,000 neurons/day cap (varies per model)
  • Larger models consume more neurons per request
  • No fine-tuning support
  • API key required
  • Content policy restrictions
Key Strengths
  • Edge inference: runs closest to user
  • 50+ models: LLM, image gen, classification, speech
  • Workers integration for serverless apps
  • High quality images
  • Multiple styles
  • Fast generation

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