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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GPT4All

Intelligence Score 65/100

Context Window Local

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

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

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

HEAD-TO-HEAD

Feature	stability-ai/sdxl	Nomic Embed
Context Window	Image	Local
Architecture	Transformer	Transformer
Est. MMLU Score	~75-79%	~60-64%
Release Date	2024	2024
Pricing Model	Paid / Commercial	Free Tier
Rate Limit (RPM)	Varies by model	Hardware dependent
Daily Limit	Credit-based	Unlimited
Capabilities	No specific data	No specific data
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	Slower than GPU inference Limited to supported quantized formats UI is basic
Key Strengths	Run any public model with an API Fine-tune existing models easily Cold boots can be slow for unpopular models	LocalDocs: Chat with your files privately Nomic Embed Text: High quality embeddings CPU Optimized (AVX2)