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

Ollama

Intelligence Score 85/100

Context Window 64K tokens

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 91/100 vs 85/100, Flux.1 Dev outperforms DeepSeek Coder V2 by 6 points.

HEAD-TO-HEAD

Feature	Flux.1 Dev	DeepSeek Coder V2
Context Window	Image	64K tokens
Architecture	Diffusion	Dense Transformer
Est. MMLU Score	~85-87%	~80-84%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	300 Requests / hour	Hardware limited
Daily Limit	Dependent on global load	Unlimited
Capabilities	No specific data	No specific data
Performance Tier	A-Tier (Excellent)	A-Tier (Excellent)
Speed Estimate	Medium	Medium
Primary Use Case	🎨 Image Generation	💻 Code Generation
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	Depends on your RAM/GPU Laptop fans will spin up Large models (70B+) need heavy hardware
Key Strengths	Serverless Inference Instant Model Loading Text Generation	Local Inference: Data never leaves your device Modelfiles: Script your own system prompts API: Local REST API for app integration