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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NVIDIA NIM

Intelligence Score 65/100

Context Window Context Limited

Pricing Model Commercial / Paid

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 91/100 vs 65/100, Flux.1 Dev outperforms Various Open Models by 26 points.

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

HEAD-TO-HEAD

Feature	Flux.1 Dev	Various Open Models
Context Window	Image	Context Limited
Architecture	Diffusion	Transformer
Est. MMLU Score	~85-87%	~60-64%
Release Date	2024	2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	300 Requests / hour	40 requests/minute
Daily Limit	Dependent on global load	-
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	Phone number verification required Free credits are limited Rate limits on free tier
Key Strengths	Serverless Inference Instant Model Loading Text Generation	High performance models