Battle of the Models

Compare specific LLM models, context windows, and capabilities.

SDXL

A-TIER

Lepton AI

Intelligence Score 84/100

Model Popularity 0 votes

Context Window Image

Pricing Model Commercial / Paid

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S-TIER

Hugging Face Inference

Intelligence Score 91/100

Context Window Image

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 91/100 vs 84/100, Flux.1 Dev outperforms SDXL by 7 points.

HEAD-TO-HEAD

Feature	SDXL	Flux.1 Dev
Context Window	Image	Image
Architecture	Transformer	Diffusion
Est. MMLU Score	~75-79%	~85-87%
Release Date	2024	2024
Pricing Model	Paid / Commercial	Free Tier
Rate Limit (RPM)	60 RPM	300 Requests / hour
Daily Limit	Credit-based	Dependent on global load
Capabilities	No specific data	No specific data
Performance Tier	B-Tier (Strong)	A-Tier (Excellent)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	🎨 Image Generation
Model Size	Undisclosed	Undisclosed
Limitations	Credits needed for production volume Smaller model selection than aggregators Focus on deployment over just API	Rate limited to ~300 request/hour for free users Models larger than 10GB may not load Cold starts can occur
Key Strengths	Standard OpenAI-compatible APIs Deploy custom models with one command High throughput optimization	Serverless Inference Instant Model Loading Text Generation