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

View Provider Analysis →

Cohere

Intelligence Score 79/100

Context Window 128K

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 79/100 vs 65/100, Aya Expanse 32B outperforms Nomic Embed by 14 points.

HEAD-TO-HEAD

Feature	Nomic Embed	Aya Expanse 32B
Context Window	Local	128K
Architecture	Transformer	Transformer
Est. MMLU Score	~60-64%	~70-74%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Hardware dependent	20 requests/minute
Daily Limit	Unlimited	-
Capabilities	No specific data	No specific data
Performance Tier	C-Tier (Good)	B-Tier (Strong)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	General Purpose
Model Size	Undisclosed	32B
Limitations	Slower than GPU inference Limited to supported quantized formats UI is basic	Monthly quota shared across all models 1,000 API calls/month on free tier Commercial use restricted on free plan
Key Strengths	LocalDocs: Chat with your files privately Nomic Embed Text: High quality embeddings CPU Optimized (AVX2)	Retrieval Augmented Generation (RAG) built-in Enterprise-grade models Embeddings and reranking models