Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Llama 3.1 (Deployable)

Cerebrium

Intelligence Score 65/100

Model Popularity 0 votes

Context Window 128K

Pricing Model Commercial / Paid

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A-TIER

Lepton AI

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 65/100, SDXL outperforms Llama 3.1 (Deployable) by 19 points.

Clear Winner: Significant performance advantage for SDXL.

HEAD-TO-HEAD

Feature	Llama 3.1 (Deployable)	SDXL
Context Window	128K	Image
Architecture	Transformer (Open Weight)	Transformer
Est. MMLU Score	~60-64%	~75-79%
Release Date	Jul 2024	2024
Pricing Model	Paid / Commercial	Paid / Commercial
Rate Limit (RPM)	Pay-per-second compute	60 RPM
Daily Limit	Credit-based	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	$30 is one-time trial credits Requires some DevOps knowledge Cold starts for serverless models	Credits needed for production volume Smaller model selection than aggregators Focus on deployment over just API
Key Strengths	Deploy any HuggingFace model Serverless GPU infrastructure Auto-scaling (scale to zero)	Standard OpenAI-compatible APIs Deploy custom models with one command High throughput optimization