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
View Provider Analysis →

Llama 3.1 8B Instruct

A-TIER

Cloudflare Workers AI

Intelligence Score 80/100
Context Window 128K
Pricing Model Free / Open
Model Popularity 0 votes
View Provider Analysis →
FINAL VERDICT

stable-diffusion-xl-base-v10 Wins

With an intelligence score of 84/100 vs 80/100, stable-diffusion-xl-base-v10 outperforms Llama 3.1 8B Instruct by 4 points.

Close Match: The difference is minimal. Consider other factors like pricing and features.
HEAD-TO-HEAD

Detailed Comparison

Feature
stable-diffusion-xl-base-v10
Llama 3.1 8B Instruct
Context Window
3.5B Params 128K
Architecture
Diffusion Transformer (Open Weight)
Est. MMLU Score
~75-79% ~75-79%
Release Date
2024 Jul 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
2 RPM (Anonymous) / 400 RPM (Auth) Varies by model
Daily Limit
Unspecified 10,000 neurons/day
Capabilities
Vision
Reasoning
Performance Tier
B-Tier (Strong) B-Tier (Strong)
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)
  • 10,000 neurons/day cap (varies per model)
  • Larger models consume more neurons per request
  • No fine-tuning support
Key Strengths
  • Data sovereignty (EU)
  • Beta access to premium models
  • Simple integration
  • Edge inference: runs closest to user
  • 50+ models: LLM, image gen, classification, speech
  • Workers integration for serverless apps

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