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 →

Cloudflare Workers AI

Intelligence Score 71/100

Context Window 32K

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 71/100 vs 65/100, Qwen 1.5 7B Chat outperforms Nomic Embed by 6 points.

HEAD-TO-HEAD

Feature	Nomic Embed	Qwen 1.5 7B Chat
Context Window	Local	32K
Architecture	Transformer	Transformer (Open Weight)
Est. MMLU Score	~60-64%	~65-69%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Hardware dependent	Varies by model
Daily Limit	Unlimited	10,000 neurons/day
Capabilities	No specific data	Chinese
Performance Tier	C-Tier (Good)	C-Tier (Good)
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	10,000 neurons/day cap (varies per model) Larger models consume more neurons per request No fine-tuning support
Key Strengths	LocalDocs: Chat with your files privately Nomic Embed Text: High quality embeddings CPU Optimized (AVX2)	Edge inference: runs closest to user 50+ models: LLM, image gen, classification, speech Workers integration for serverless apps