Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Any HuggingFace Model

Cerebrium

Intelligence Score 65/100

Model Popularity 0 votes

Context Window Model-dependent

Pricing Model Commercial / Paid

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Cloudflare Workers AI

Intelligence Score 71/100

Context Window 32K

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 71/100 vs 65/100, Qwen 1.5 7B Chat outperforms Any HuggingFace Model by 6 points.

HEAD-TO-HEAD

Feature	Any HuggingFace Model	Qwen 1.5 7B Chat
Context Window	Model-dependent	32K
Architecture	Transformer	Transformer (Open Weight)
Est. MMLU Score	~60-64%	~65-69%
Release Date	2024	2024
Pricing Model	Paid / Commercial	Free Tier
Rate Limit (RPM)	Pay-per-second compute	Varies by model
Daily Limit	Credit-based	10,000 neurons/day
Capabilities	No specific data	Chinese
Performance Tier	C-Tier (Good)	C-Tier (Good)
Speed Estimate	Medium	⚡ Very Fast
Primary Use Case	General Purpose	General Purpose
Model Size	Undisclosed	7B
Limitations	$30 is one-time trial credits Requires some DevOps knowledge Cold starts for serverless models	10,000 neurons/day cap (varies per model) Larger models consume more neurons per request No fine-tuning support
Key Strengths	Deploy any HuggingFace model Serverless GPU infrastructure Auto-scaling (scale to zero)	Edge inference: runs closest to user 50+ models: LLM, image gen, classification, speech Workers integration for serverless apps