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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DEPRECATED

Google AI Studio

This model is no longer active/free — kept for reference.

Intelligence Score 96/100

Context Window 1M Context, 15 RPM

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 96/100 vs 65/100, Gemini 3.1 Flash outperforms Qwen3.5 397B A17B by 31 points.

Clear Winner: Significant performance advantage for Gemini 3.1 Flash.

HEAD-TO-HEAD

Feature	Qwen3.5 397B A17B	Gemini 3.1 Flash
Context Window	Long context	1M Context, 15 RPM
Architecture	Transformer (Open Weight)	Transformer (Proprietary)
Est. MMLU Score	~60-64%	~92-95%
Release Date	2024	2026 (Expected)
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	60 RPM	5-30 RPM (varies by model)
Daily Limit	Credit-based	Varies by model (Flash / Flash-Lite only; Pro models are paid)
Capabilities	No specific data	Thinking Multimodal
Performance Tier	C-Tier (Good)	S-Tier (Elite)
Speed Estimate	⚡ Very Fast	⚡ Very Fast
Primary Use Case	General Purpose	⚡ Fast Chat & Apps
Model Size	397B	~1.5T (estimated)
Limitations	$1 credit is small (good for testing) Limited model selection compared to aggregators Beta features may change	Data used for training (Unpaid tier) Rate limits are enforced per minute/day No SLA for free tier
Key Strengths	Nebius Studio: Interactive playground OpenAI Compatibility: Easy swap Cost Effective: Competitive pricing	Multimodal Capabilities Huge Context Window (up to 2M tokens) Fast Inference Speed