Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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stability-ai/sdxl

A-TIER

Replicate

Intelligence Score 84/100
Model Popularity 0 votes
Context Window Image
Pricing Model Commercial / Paid

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

stability-ai/sdxl Wins

With an intelligence score of 84/100 vs 65/100, stability-ai/sdxl outperforms Stable Diffusion 3 by 19 points.

Clear Winner: Significant performance advantage for stability-ai/sdxl.
HEAD-TO-HEAD

Detailed Comparison

Feature
stability-ai/sdxl
Stable Diffusion 3
Context Window
Image N/A
Architecture
Transformer Transformer
Est. MMLU Score
~75-79% ~60-64%
Release Date
2024 2024
Pricing Model
Paid / Commercial Paid / Commercial
Rate Limit (RPM)
Varies by model 50 images/min
Daily Limit
Credit-based Based on tier
Capabilities
No specific data
Image Generation
Performance Tier
B-Tier (Strong) C-Tier (Good)
Speed Estimate
Medium Medium
Primary Use Case
General Purpose General Purpose
Model Size
Undisclosed Undisclosed
Limitations
  • Pay-per-second billing (can be expensive)
  • Cold starts for less popular models
  • Trial credits are minimal
  • API key required
  • Content policy restrictions
Key Strengths
  • Run any public model with an API
  • Fine-tune existing models easily
  • Cold boots can be slow for unpopular models
  • High quality images
  • Multiple styles
  • Fast generation

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