Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Qwen3.5 397B A17B

Nebius (Token Factory)

Intelligence Score 65/100

Model Popularity 0 votes

Context Window Long context

Pricing Model Free / Open

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S-TIER

SambaNova Cloud

Intelligence Score 94/100

Context Window Long context

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 94/100 vs 65/100, DeepSeek V3.1 outperforms Qwen3.5 397B A17B by 29 points.

Clear Winner: Significant performance advantage for DeepSeek V3.1.

HEAD-TO-HEAD

Feature	Qwen3.5 397B A17B	DeepSeek V3.1
Context Window	Long context	Long context
Architecture	Transformer (Open Weight)	Dense Transformer
Est. MMLU Score	~60-64%	~88-91%
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	C-Tier (Good)	S-Tier (Elite)
Speed Estimate	⚡ Very Fast	Medium
Primary Use Case	General Purpose	General Purpose
Model Size	397B	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