Battle of the Models

Compare specific LLM models, context windows, and capabilities.

stability-ai/sdxl

A-TIER

Replicate

Intelligence Score 84/100

Model Popularity 0 votes

Context Window Image

Pricing Model Commercial / Paid

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A-TIER

Cloudflare Workers AI

Intelligence Score 83/100

Context Window 16K

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 84/100 vs 83/100, stability-ai/sdxl outperforms DeepSeek Coder 6.7B by 1 point.

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

HEAD-TO-HEAD

Feature	stability-ai/sdxl	DeepSeek Coder 6.7B
Context Window	Image	16K
Architecture	Transformer	Dense Transformer
Est. MMLU Score	~75-79%	~75-79%
Release Date	2024	2024
Pricing Model	Paid / Commercial	Free Tier
Rate Limit (RPM)	Varies by model	Varies by model
Daily Limit	Credit-based	10,000 neurons/day
Capabilities	No specific data	Code
Performance Tier	B-Tier (Strong)	B-Tier (Strong)
Speed Estimate	Medium	⚡ Very Fast
Primary Use Case	General Purpose	💻 Code Generation
Model Size	Undisclosed	6.7B
Limitations	Pay-per-second billing (can be expensive) Cold starts for less popular models Trial credits are minimal	10,000 neurons/day cap (varies per model) Larger models consume more neurons per request No fine-tuning support
Key Strengths	Run any public model with an API Fine-tune existing models easily Cold boots can be slow for unpopular models	Edge inference: runs closest to user 50+ models: LLM, image gen, classification, speech Workers integration for serverless apps