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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A-TIER

Requesty

Intelligence Score 83/100

Context Window 262K Context

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 83/100 vs 65/100, inclusionAI Ling 3.1 Flash outperforms Qwen3.5 397B A17B by 18 points.

Clear Winner: Significant performance advantage for inclusionAI Ling 3.1 Flash.

HEAD-TO-HEAD

Feature	Qwen3.5 397B A17B	inclusionAI Ling 3.1 Flash
Context Window	Long context	262K Context
Architecture	Transformer (Open Weight)	Transformer
Est. MMLU Score	~60-64%	~75-79%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Dynamic limits (adaptive per 15-minute window, not a fixed RPM)	20 RPM on free models (60 RPM for paying orgs)
Daily Limit	Credit-based	200 requests/day (new orgs) / 1,000/day (paying orgs), shared across free models
Capabilities	No specific data	No specific data
Performance Tier	C-Tier (Good)	B-Tier (Strong)
Speed Estimate	⚡ Very Fast	⚡ Very Fast
Primary Use Case	General Purpose	⚡ Fast Chat & Apps
Model Size	397B	Undisclosed
Limitations	$1 credit is small (good for testing) Limited model selection compared to aggregators Beta features may change	Requires underlying provider API keys Free credit amount is limited Routing adds minimal latency
Key Strengths	Nebius Studio: Interactive playground OpenAI Compatibility: Easy swap Cost Effective: Competitive pricing	AI Router: automatic provider failover Prompt caching for cost savings Multi-provider load balancing