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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OpenRouter

Intelligence Score 65/100

Context Window 128k

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

Both models score 65/100 and have comparable capabilities.

🎯 Selection Guide:
Choose DeepSeek: R1 (free) for free tier access.

HEAD-TO-HEAD

Feature	Llama 3.1 (Deployable)	DeepSeek: R1 (free)
Context Window	128K	128k
Architecture	Transformer (Open Weight)	Dense Transformer
Est. MMLU Score	~60-64%	~60-64%
Release Date	Jul 2024	2024
Pricing Model	Paid / Commercial	Free Tier
Rate Limit (RPM)	Pay-per-second compute	20 requests/minute
Daily Limit	Credit-based	50 requests/day (up to 1000 with $10 topup)
Capabilities	No specific data	No specific data
Performance Tier	C-Tier (Good)	C-Tier (Good)
Speed Estimate	Medium	🐢 Slower (Reasoning)
Primary Use Case	General Purpose	🧠 Complex Reasoning
Model Size	Undisclosed	Undisclosed
Limitations	$30 is one-time trial credits Requires some DevOps knowledge Cold starts for serverless models	Limits depend on account history/topup Community key models Free models have lower priority during peak demand
Key Strengths	Deploy any HuggingFace model Serverless GPU infrastructure Auto-scaling (scale to zero)	Unified API for 100+ models from all providers OpenAI-compatible endpoint (drop-in replacement) Automatic model fallback and routing