Battle of the Models

Compare specific LLM models, context windows, and capabilities.

inclusionAI Ling 3.1 Flash

A-TIER

Requesty

Intelligence Score 83/100

Model Popularity 0 votes

Context Window 262K Context

Pricing Model Free / Open

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Kilo AI Gateway

Intelligence Score 65/100

Context Window 256K Context

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 83/100 vs 65/100, inclusionAI Ling 3.1 Flash outperforms Glyph Cluster (stealth) by 18 points.

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

HEAD-TO-HEAD

Feature	inclusionAI Ling 3.1 Flash	Glyph Cluster (stealth)
Context Window	262K Context	256K Context
Architecture	Transformer	Transformer
Est. MMLU Score	~75-79%	~60-64%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	20 RPM on free models (60 RPM for paying orgs)	200 requests/hour per IP on free models (anonymous use allowed)
Daily Limit	200 requests/day (new orgs) / 1,000/day (paying orgs), shared across free models	Default free models only
Capabilities	No specific data	No specific data
Performance Tier	B-Tier (Strong)	C-Tier (Good)
Speed Estimate	⚡ Very Fast	Medium
Primary Use Case	⚡ Fast Chat & Apps	General Purpose
Model Size	Undisclosed	Undisclosed
Limitations	Requires underlying provider API keys Free credit amount is limited Routing adds minimal latency	Free capacity and limits can change; verify on the provider site Listed from community submissions - partly verified
Key Strengths	AI Router: automatic provider failover Prompt caching for cost savings Multi-provider load balancing	OpenAI-compatible API Multi-model access