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 →

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This model is no longer active/free — kept for reference.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

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 96/100 vs 83/100, Gemini 3.1 Flash outperforms inclusionAI Ling 3.1 Flash by 13 points.

HEAD-TO-HEAD

Feature	inclusionAI Ling 3.1 Flash	Gemini 3.1 Flash
Context Window	262K Context	1M Context, 15 RPM
Architecture	Transformer	Transformer (Proprietary)
Est. MMLU Score	~75-79%	~92-95%
Release Date	2024	2026 (Expected)
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	20 RPM on free models (60 RPM for paying orgs)	Varies by model (per-model limits are now shown only inside AI Studio)
Daily Limit	200 requests/day (new orgs) / 1,000/day (paying orgs), shared across free models	Varies by model. Free: Flash, Flash-Lite and Gemini 2.5 Pro; Gemini 3.x Pro models are paid
Capabilities	No specific data	Thinking Multimodal
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	Data used for training (Unpaid tier) Rate limits are enforced per minute/day No SLA for free tier
Key Strengths	AI Router: automatic provider failover Prompt caching for cost savings Multi-provider load balancing	Multimodal Capabilities Huge Context Window (up to 2M tokens) Fast Inference Speed