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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A-TIER

SambaNova Cloud

Intelligence Score 81/100

Context Window Long context

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 81/100 vs 76/100, MiniMax M3 (preview) outperforms Qwen3 235B A22B Instruct 2507 by 5 points.

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

HEAD-TO-HEAD

Feature	Qwen3 235B A22B Instruct 2507	MiniMax M3 (preview)
Context Window	256K Context	Long context
Architecture	Transformer (Open Weight)	Transformer
Est. MMLU Score	~70-74%	~75-79%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	60 RPM	Varies by model
Daily Limit	Credit-based	Dependent on credits
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	Free credits are one-time for new users Context window varies by model (8k - 128k) Rate limits apply to free tier
Key Strengths	Nebius Studio: Interactive playground OpenAI Compatibility: Easy swap Cost Effective: Competitive pricing	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed