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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DEPRECATED

DeepSeek

This model is no longer active/free — kept for reference.

Intelligence Score 83/100

Context Window 1M

Pricing Model Commercial / Paid

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

Equal intelligence scores (83/100), but DeepSeek-V4 Flash offers a significantly larger context window.

Close Match: The difference is minimal. Consider other factors like pricing and features.

HEAD-TO-HEAD

Feature	inclusionAI Ling 3.1 Flash	DeepSeek-V4 Flash
Context Window	262K Context	1M
Architecture	Transformer	Dense Transformer
Est. MMLU Score	~75-79%	~75-79%
Release Date	2024	2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	20 RPM on free models (60 RPM for paying orgs)	60 RPM
Daily Limit	200 requests/day (new orgs) / 1,000/day (paying orgs), shared across free models	Credit-based
Capabilities	No specific data	No specific data
Performance Tier	B-Tier (Strong)	B-Tier (Strong)
Speed Estimate	⚡ Very Fast	⚡ Very Fast
Primary Use Case	⚡ Fast Chat & Apps	⚡ Fast Chat & Apps
Model Size	Undisclosed	Undisclosed
Limitations	Requires underlying provider API keys Free credit amount is limited Routing adds minimal latency	10M tokens is one-time only API can be slow during peak hours (Chinese business hours) Rate limiting during high demand periods
Key Strengths	AI Router: automatic provider failover Prompt caching for cost savings Multi-provider load balancing	DeepSeek-R1: OpenAI o1-level reasoning (open-source) Mixture-of-Experts architecture for efficiency OpenAI-compatible API (drop-in replacement)