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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Upstage

Intelligence Score 77/100

Context Window 32K tokens

Pricing Model Commercial / Paid

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 91/100 vs 77/100, Flux.1 Dev outperforms Solar Pro by 14 points.

HEAD-TO-HEAD

Feature	Flux.1 Dev	Solar Pro
Context Window	Image	32K tokens
Architecture	Diffusion	Transformer
Est. MMLU Score	~85-87%	~70-74%
Release Date	2024	2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	300 Requests / hour	60 RPM
Daily Limit	Capped by monthly credit, not a flat request count	Credit-based
Capabilities	No specific data	Reasoning
Performance Tier	A-Tier (Excellent)	B-Tier (Strong)
Speed Estimate	Medium	Medium
Primary Use Case	🎨 Image Generation	General Purpose
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	Credits expire after 3 months Focus on document processing Smaller context window (32k)
Key Strengths	Serverless Inference Instant Model Loading Text Generation	Solar Architecture: Depth-Up-Scaling Specialized in OCR and Document Parse Translation capabilities (KO/EN/JA)