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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DEPRECATED

SambaNova Cloud

This model is no longer active/free — kept for reference.

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 89/100 vs 76/100, Qwen 2.5 Coder 32B outperforms Qwen3 235B A22B Instruct 2507 by 13 points.

HEAD-TO-HEAD

Feature	Qwen3 235B A22B Instruct 2507	Qwen 2.5 Coder 32B
Context Window	256K Context	32k Context
Architecture	Transformer (Open Weight)	Transformer (Open Weight)
Est. MMLU Score	~70-74%	~80-84%
Release Date	2024	Sep-Nov 2024
Pricing Model	Free Tier	Paid / Commercial
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)	A-Tier (Excellent)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	💻 Code Generation
Model Size	235B	32B
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