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

View Provider Analysis →

S-TIER

Google

Intelligence Score 99/100

Context Window 2M

Pricing Model Commercial / Paid

Model Popularity 0 votes

Commercial/Paid Model

FINAL VERDICT

With an intelligence score of 99/100 vs 83/100, Gemini 3.1 Pro outperforms inclusionAI Ling 3.1 Flash by 16 points.

Clear Winner: Significant performance advantage for Gemini 3.1 Pro.

HEAD-TO-HEAD

Feature	inclusionAI Ling 3.1 Flash	Gemini 3.1 Pro
Context Window	262K Context	2M
Architecture	Transformer	Transformer (Proprietary)
Est. MMLU Score	~75-79%	~92-95%
Release Date	2024	2026 (Expected)
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	20 RPM on free models (60 RPM for paying orgs)	2,000 RPM
Daily Limit	200 requests/day (new orgs) / 1,000/day (paying orgs), shared across free models	1,500 requests/day (free tier)
Capabilities	No specific data	Vision Function Calling Streaming JSON Mode Web Search
Performance Tier	B-Tier (Strong)	S-Tier (Elite)
Speed Estimate	⚡ Very Fast	⚡ Very Fast
Primary Use Case	⚡ Fast Chat & Apps	⚡ Fast Chat & Apps
Model Size	Undisclosed	~1.5T (estimated)
Limitations	Requires underlying provider API keys Free credit amount is limited Routing adds minimal latency	API key required Rate limits vary by region
Key Strengths	AI Router: automatic provider failover Prompt caching for cost savings Multi-provider load balancing	Complex tasks Creative concepts Best-in-class reasoning