Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Flux.1 Dev

S-TIER

Hugging Face Inference

Intelligence Score 91/100
Model Popularity 0 votes
Context Window Image
Pricing Model Free / Open
View Provider Analysis →

DeepSeek Coder 6.7B

A-TIER

Cloudflare Workers AI

Intelligence Score 83/100
Context Window 16K
Pricing Model Free / Open
Model Popularity 0 votes
View Provider Analysis →
FINAL VERDICT

Flux.1 Dev Wins

With an intelligence score of 91/100 vs 83/100, Flux.1 Dev outperforms DeepSeek Coder 6.7B by 8 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
Flux.1 Dev
DeepSeek Coder 6.7B
Context Window
Image 16K
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 Varies by model
Daily Limit
Dependent on global load 10,000 neurons/day
Capabilities
No specific data
Code
Performance Tier
A-Tier (Excellent) B-Tier (Strong)
Speed Estimate
Medium ⚡ Very Fast
Primary Use Case
🎨 Image Generation 💻 Code Generation
Model Size
Undisclosed 6.7B
Limitations
  • Rate limited to ~300 request/hour for free users
  • Models larger than 10GB may not load
  • Cold starts can occur
  • 10,000 neurons/day cap (varies per model)
  • Larger models consume more neurons per request
  • No fine-tuning support
Key Strengths
  • Serverless Inference
  • Instant Model Loading
  • Text Generation
  • Edge inference: runs closest to user
  • 50+ models: LLM, image gen, classification, speech
  • Workers integration for serverless apps

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