Battle of the Models

Compare specific LLM models, context windows, and capabilities.

DeepSeek Coder 6.7B

A-TIER

Cloudflare Workers AI

Intelligence Score 83/100

Model Popularity 0 votes

Context Window 16K

Pricing Model Free / Open

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S-TIER

Hugging Face Inference

Intelligence Score 91/100

Context Window Image

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 Coder 6.7B by 8 points.

HEAD-TO-HEAD

Feature	DeepSeek Coder 6.7B	Flux.1 Dev
Context Window	16K	Image
Architecture	Dense Transformer	Diffusion
Est. MMLU Score	~75-79%	~85-87%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Varies by model	300 Requests / hour
Daily Limit	10,000 neurons/day	Dependent on global load
Capabilities	Code	No specific data
Performance Tier	B-Tier (Strong)	A-Tier (Excellent)
Speed Estimate	⚡ Very Fast	Medium
Primary Use Case	💻 Code Generation	🎨 Image Generation
Model Size	6.7B	Undisclosed
Limitations	10,000 neurons/day cap (varies per model) Larger models consume more neurons per request No fine-tuning support	Rate limited to ~300 request/hour for free users Models larger than 10GB may not load Cold starts can occur
Key Strengths	Edge inference: runs closest to user 50+ models: LLM, image gen, classification, speech Workers integration for serverless apps	Serverless Inference Instant Model Loading Text Generation