Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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stable-diffusion-xl-base-v10

A-TIER

OVH AI Endpoints

Intelligence Score 84/100
Model Popularity 0 votes
Context Window 3.5B Params
Pricing Model Free / Open

Llama 3 8B Quant

GPT4All

Intelligence Score 71/100
Context Window Local
Pricing Model Free / Open
Model Popularity 0 votes
FINAL VERDICT

stable-diffusion-xl-base-v10 Wins

With an intelligence score of 84/100 vs 71/100, stable-diffusion-xl-base-v10 outperforms Llama 3 8B Quant by 13 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
stable-diffusion-xl-base-v10
Llama 3 8B Quant
Context Window
3.5B Params Local
Architecture
Diffusion Transformer (Open Weight)
Est. MMLU Score
~75-79% ~65-69%
Release Date
2024 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
2 RPM (Anonymous) / 400 RPM (Auth) Hardware dependent
Daily Limit
Unspecified Unlimited
Capabilities
Vision
No specific data
Performance Tier
B-Tier (Strong) C-Tier (Good)
Speed Estimate
Medium ⚡ Very Fast
Primary Use Case
General Purpose General Purpose
Model Size
Undisclosed 8B
Limitations
  • Beta service, may end or change
  • 2 requests/minute for anonymous usage
  • Requires token for higher limits (400 RPM)
  • Slower than GPU inference
  • Limited to supported quantized formats
  • UI is basic
Key Strengths
  • Data sovereignty (EU)
  • Beta access to premium models
  • Simple integration
  • LocalDocs: Chat with your files privately
  • Nomic Embed Text: High quality embeddings
  • CPU Optimized (AVX2)

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