Battle of the Models

Compare specific LLM models, context windows, and capabilities.

TinyLlama

llamafile

Intelligence Score 64/100

Model Popularity 0 votes

Context Window Local

Pricing Model Free / Open

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A-TIER

Replicate

Intelligence Score 84/100

Context Window Image

Pricing Model Commercial / Paid

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 84/100 vs 64/100, stability-ai/sdxl outperforms TinyLlama by 20 points.

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

HEAD-TO-HEAD

Feature	TinyLlama	stability-ai/sdxl
Context Window	Local	Image
Architecture	Transformer (Open Weight)	Transformer
Est. MMLU Score	~60-64%	~75-79%
Release Date	2024	2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	Hardware dependent	Varies by model
Daily Limit	Unlimited	Credit-based
Capabilities	No specific data	No specific data
Performance Tier	C-Tier (Good)	B-Tier (Strong)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	General Purpose
Model Size	Undisclosed	Undisclosed
Limitations	File sizes are large (contain weights) CLI usage often required Windows requires appending .exe	Pay-per-second billing (can be expensive) Cold starts for less popular models Trial credits are minimal
Key Strengths	Executable weight files (multi-OS) Integrated Web UI OpenAI Compatible API server	Run any public model with an API Fine-tune existing models easily Cold boots can be slow for unpopular models