Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Qwen3 235B A22B Instruct 2507

Nebius (Token Factory)

Intelligence Score 76/100

Model Popularity 0 votes

Context Window 256K Context

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 77/100 vs 76/100, Solar Mini outperforms Qwen3 235B A22B Instruct 2507 by 1 point.

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

HEAD-TO-HEAD

Feature	Qwen3 235B A22B Instruct 2507	Solar Mini
Context Window	256K Context	32K tokens
Architecture	Transformer (Open Weight)	Transformer
Est. MMLU Score	~70-74%	~70-74%
Release Date	2024	2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	60 RPM	60 RPM
Daily Limit	Credit-based	Credit-based
Capabilities	No specific data	No specific data
Performance Tier	B-Tier (Strong)	B-Tier (Strong)
Speed Estimate	Medium	⚡ Very Fast
Primary Use Case	General Purpose	⚡ Fast Chat & Apps
Model Size	235B	Undisclosed
Limitations	$1 credit is small (good for testing) Limited model selection compared to aggregators Beta features may change	Credits expire after 3 months Focus on document processing Smaller context window (32k)
Key Strengths	Nebius Studio: Interactive playground OpenAI Compatibility: Easy swap Cost Effective: Competitive pricing	Solar Architecture: Depth-Up-Scaling Specialized in OCR and Document Parse Translation capabilities (KO/EN/JA)