Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Nomic Embed

GPT4All

Intelligence Score 65/100

Model Popularity 0 votes

Context Window Local

Pricing Model Free / Open

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A-TIER

Mistral (La Plateforme)

Intelligence Score 86/100

Context Window 32k

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 86/100 vs 65/100, Mixtral 8x7B outperforms Nomic Embed by 21 points.

Clear Winner: Significant performance advantage for Mixtral 8x7B.

HEAD-TO-HEAD

Feature	Nomic Embed	Mixtral 8x7B
Context Window	Local	32k
Architecture	Transformer	Mixture of Experts (MoE)
Est. MMLU Score	~60-64%	~80-84%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Hardware dependent	1 request/second
Daily Limit	Unlimited	-
Capabilities	No specific data	No specific data
Performance Tier	C-Tier (Good)	A-Tier (Excellent)
Speed Estimate	Medium	⚡ Very Fast
Primary Use Case	General Purpose	General Purpose
Model Size	Undisclosed	7B
Limitations	Slower than GPU inference Limited to supported quantized formats UI is basic	Phone verification required Data training opt-in required 1 request/second rate limit
Key Strengths	LocalDocs: Chat with your files privately Nomic Embed Text: High quality embeddings CPU Optimized (AVX2)	Access to Mistral's open-weight models OpenAI-compatible API endpoints Function calling support