Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Qwen3.5 397B A17B

DEPRECATED

Nebius (Token Factory)

This model is no longer active/free — kept for reference.

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This model is no longer active/free — kept for reference.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 94/100

Context Window 1M Context, 10 RPM

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 94/100 vs 65/100, Gemini 2.0 Flash Thinking outperforms Qwen3.5 397B A17B by 29 points.

Clear Winner: Significant performance advantage for Gemini 2.0 Flash Thinking.

HEAD-TO-HEAD

Feature	Qwen3.5 397B A17B	Gemini 2.0 Flash Thinking
Context Window	Long context	1M Context, 10 RPM
Architecture	Transformer (Open Weight)	Transformer (Proprietary)
Est. MMLU Score	~60-64%	~88-91%
Release Date	2024	Dec 2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Dynamic limits (adaptive per 15-minute window, not a fixed RPM)	Varies by model (per-model limits are now shown only inside AI Studio)
Daily Limit	Credit-based	Varies by model. Free: Gemini 3.x Flash / Flash-Lite and Gemini 2.5 Pro/Flash (2.5 redirect to 3.x on Dec 1, 2026); Gemini 3.x Pro and Gemini 4 are paid
Capabilities	No specific data	Thinking Reasoning
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