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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A-TIER

DeepSeek

Intelligence Score 83/100

Context Window 1M Context

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 91/100 vs 83/100, Flux.1 Dev outperforms DeepSeek Flash (V4.1) by 8 points.

HEAD-TO-HEAD

Feature	Flux.1 Dev	DeepSeek Flash (V4.1)
Context Window	Image	1M Context
Architecture	Diffusion	Dense Transformer
Est. MMLU Score	~85-87%	~75-79%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	300 Requests / hour	60 RPM
Daily Limit	Capped by monthly credit, not a flat request count	Credit-based
Capabilities	No specific data	No specific data
Performance Tier	A-Tier (Excellent)	B-Tier (Strong)
Speed Estimate	Medium	⚡ Very Fast
Primary Use Case	🎨 Image Generation	⚡ Fast Chat & Apps
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	10M tokens is one-time only API can be slow during peak hours (Chinese business hours) Rate limiting during high demand periods
Key Strengths	Serverless Inference Instant Model Loading Text Generation	DeepSeek-R1: OpenAI o1-level reasoning (open-source) Mixture-of-Experts architecture for efficiency OpenAI-compatible API (drop-in replacement)