Battle of the Models

Compare specific LLM models, context windows, and capabilities.

DeepSeek: R1 (free)

OpenRouter

Intelligence Score 65/100

Model Popularity 0 votes

Context Window 128k

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 65/100, Flux.1 Dev outperforms DeepSeek: R1 (free) by 26 points.

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

HEAD-TO-HEAD

Feature	DeepSeek: R1 (free)	Flux.1 Dev
Context Window	128k	Image
Architecture	Dense Transformer	Diffusion
Est. MMLU Score	~60-64%	~85-87%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	20 requests/minute	300 Requests / hour
Daily Limit	50 requests/day (up to 1000 with $10 topup)	Dependent on global load
Capabilities	No specific data	No specific data
Performance Tier	C-Tier (Good)	A-Tier (Excellent)
Speed Estimate	🐢 Slower (Reasoning)	Medium
Primary Use Case	🧠 Complex Reasoning	🎨 Image Generation
Model Size	Undisclosed	Undisclosed
Limitations	Limits depend on account history/topup Community key models Free models have lower priority during peak demand	Rate limited to ~300 request/hour for free users Models larger than 10GB may not load Cold starts can occur
Key Strengths	Unified API for 100+ models from all providers OpenAI-compatible endpoint (drop-in replacement) Automatic model fallback and routing	Serverless Inference Instant Model Loading Text Generation