Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Flux.1 Dev

S-TIER

Hugging Face Inference

Intelligence Score 91/100
Model Popularity 0 votes
Context Window Image
Pricing Model Free / Open

stability-ai/sdxl

A-TIER

Replicate

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

Flux.1 Dev Wins

With an intelligence score of 91/100 vs 84/100, Flux.1 Dev outperforms stability-ai/sdxl by 7 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
Flux.1 Dev
stability-ai/sdxl
Context Window
Image Image
Architecture
Diffusion Transformer
Est. MMLU Score
~85-87% ~75-79%
Release Date
2024 2024
Pricing Model
Free Tier Paid / Commercial
Rate Limit (RPM)
300 Requests / hour Varies by model
Daily Limit
Dependent on global load Credit-based
Capabilities
No specific data
No specific data
Performance Tier
A-Tier (Excellent) B-Tier (Strong)
Speed Estimate
Medium Medium
Primary Use Case
🎨 Image Generation General Purpose
Model Size
Undisclosed Undisclosed
Limitations
  • Rate limited to ~300 request/hour for free users
  • Models larger than 10GB may not load
  • Cold starts can occur
  • Pay-per-second billing (can be expensive)
  • Cold starts for less popular models
  • Trial credits are minimal
Key Strengths
  • Serverless Inference
  • Instant Model Loading
  • Text Generation
  • Run any public model with an API
  • Fine-tune existing models easily
  • Cold boots can be slow for unpopular models

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