Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Flux.1 Dev

S-TIER

Hugging Face Inference

Intelligence Score 91/100

Model Popularity 0 votes

Context Window Image

Pricing Model Free / Open

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GPT4All

Intelligence Score 65/100

Context Window Local

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 91/100 vs 65/100, Flux.1 Dev outperforms Nomic Embed by 26 points.

Clear Winner: Significant performance advantage for Flux.1 Dev.

HEAD-TO-HEAD

Feature	Flux.1 Dev	Nomic Embed
Context Window	Image	Local
Architecture	Diffusion	Transformer
Est. MMLU Score	~85-87%	~60-64%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	300 Requests / hour	Hardware dependent
Daily Limit	Dependent on global load	Unlimited
Capabilities	No specific data	No specific data
Performance Tier	A-Tier (Excellent)	C-Tier (Good)
Speed Estimate	Medium	Medium
Primary Use Case	🎨 Image Generation	General Purpose
Model Size	Undisclosed	Undisclosed
Limitations	Rate limited to ~300 request/hour for free users Models larger than 10GB may not load Cold starts can occur	Slower than GPU inference Limited to supported quantized formats UI is basic
Key Strengths	Serverless Inference Instant Model Loading Text Generation	LocalDocs: Chat with your files privately Nomic Embed Text: High quality embeddings CPU Optimized (AVX2)