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

SambaNova Cloud

Intelligence Score 89/100

Context Window 32k Context

Pricing Model Commercial / Paid

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 91/100 vs 89/100, Flux.1 Dev outperforms Qwen 2.5 Coder 32B by 2 points.

Close Match: The difference is minimal. Consider other factors like pricing and features.

HEAD-TO-HEAD

Feature	Flux.1 Dev	Qwen 2.5 Coder 32B
Context Window	Image	32k Context
Architecture	Diffusion	Transformer (Open Weight)
Est. MMLU Score	~85-87%	~80-84%
Release Date	2024	Sep-Nov 2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	300 Requests / hour	Varies by model
Daily Limit	Dependent on global load	Dependent on credits
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	32B
Limitations	Rate limited to ~300 request/hour for free users Models larger than 10GB may not load Cold starts can occur	Free credits are one-time for new users Context window varies by model (8k - 128k) Rate limits apply to free tier
Key Strengths	Serverless Inference Instant Model Loading Text Generation	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed