Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Llama 3 8B Instruct

BentoML

Intelligence Score 71/100

Model Popularity 0 votes

Context Window 8K

Pricing Model Commercial / Paid

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GPT4All

Intelligence Score 65/100

Context Window Local

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 71/100 vs 65/100, Llama 3 8B Instruct outperforms Nomic Embed by 6 points.

HEAD-TO-HEAD

Feature	Llama 3 8B Instruct	Nomic Embed
Context Window	8K	Local
Architecture	Transformer (Open Weight)	Transformer
Est. MMLU Score	~65-69%	~60-64%
Release Date	2024	2024
Pricing Model	Paid / Commercial	Free Tier
Rate Limit (RPM)	Hardware dependent	Hardware dependent
Daily Limit	Unlimited	Unlimited
Capabilities	No specific data	No specific data
Performance Tier	C-Tier (Good)	C-Tier (Good)
Speed Estimate	⚡ Very Fast	Medium
Primary Use Case	General Purpose	General Purpose
Model Size	8B	Undisclosed
Limitations	Learning curve for 'Bento' concept Deployment requires cloud knowledge Local serving is just step 1	Slower than GPU inference Limited to supported quantized formats UI is basic
Key Strengths	Unified Model Store Distributed Runner Architecture Deployment Agnostic	LocalDocs: Chat with your files privately Nomic Embed Text: High quality embeddings CPU Optimized (AVX2)