Ling 3.0 Flash

Newer version available: Ling-3.1-flash

Released
2026-08-02
Last refreshed
2026-10-17
Status
Researched 5d ago
Open sourceCommercial use: permittedRAGAgentsLong contextClassificationJSON / Tool use
InclusionAI releases · 18 in the last 12 months · this family litChangelog →
Specifications
Family
Ling 3.0
Released
2026-08-02
Context
256K
Parameters
124B (5.1B activated)
Architecture
Mixture of Experts
Specialization
agentic
Openness
Open source
License
MITOSI-approvedPermitted
Weights
Available
Code
Unknown
Training
Pretrained
Created by
InclusionAI

InclusionAI is Ant Group's artificial general intelligence research lab, responsible for developing the Ling series of l

Hangzhou, China
Founded 2023
Website
Pricing
Output / 1M
$0.180
Input / 1M
$0.060

Cheapest of 1 route · OpenRouter · cache read $0.012

Providers(1)
OpenRouter
Links
Website HuggingFace

About

Ling-3.0-flash is InclusionAI's next-generation hybrid-linear MoE instruct model with 124B total and 5.1B active parameters per token, 262K context, and agentic training across coding, research, and tool-use environments. MIT-licensed weights on Hugging Face (inclusionAI/Ling-3.0-flash); available on OpenRouter as inclusionai/ling-3.0-flash.

Providers(1)

Compare API pricing across 1 tracked provider route for input and output tokens, batch, and cached reads when available.

ProviderInput / 1MOutput / 1MCacheRoute
OpenRouter$0.060$0.180read $0.012
Serverless

Capabilities

ReasoningJSON / Tool useStructured Outputs

Benchmark peer barsfor RAG

No task-mapped benchmark peers are available for this model yet.

Migration checks

No linked migration route is available for this model yet.