Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Llama 3.1 8B (Fast)

DEPRECATED

Cerebras

This model is no longer active/free — kept for reference.

Intelligence Score 78/100

Model Popularity 0 votes

Context Window 8K

Pricing Model Free / Open

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A-TIER

DeepSeek

Intelligence Score 80/100

Context Window 128K

Pricing Model Commercial / Paid

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 80/100 vs 78/100, DeepSeek-V4 Pro outperforms Llama 3.1 8B (Fast) by 2 points.

Close Match: The difference is minimal. Consider other factors like pricing and features.

HEAD-TO-HEAD

Feature	Llama 3.1 8B (Fast)	DeepSeek-V4 Pro
Context Window	8K	128K
Architecture	Transformer (Open Weight)	Dense Transformer
Est. MMLU Score	~70-74%	~75-79%
Release Date	Jul 2024	2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	5 RPM, 30K uncached / 90K total TPM, 1M tokens per hour and per day (Free Trial)	60 RPM
Daily Limit	1M tokens/day	Credit-based
Capabilities	Reasoning	No specific data
Performance Tier	B-Tier (Strong)	B-Tier (Strong)
Speed Estimate	⚡ Very Fast	Medium
Primary Use Case	General Purpose	General Purpose
Model Size	8B	Undisclosed
Limitations	Rate limited on free tier (30 RPM) Daily token cap of 1M tokens	10M tokens is one-time only API can be slow during peak hours (Chinese business hours) Rate limiting during high demand periods
Key Strengths	Instant Token Generation Wafer-Scale Engine Speed OpenAI API Compatibility	DeepSeek-R1: OpenAI o1-level reasoning (open-source) Mixture-of-Experts architecture for efficiency OpenAI-compatible API (drop-in replacement)