inclusionai

inclusionAI: Ling 3.0 Flash

Name: inclusionAI: Ling 3.0 Flash
Creator: inclusionai
Published: 2026-07-23T14:56:20.000Z

Source description (English)

Ling-3.0-flash is a 124B-parameter Mixture-of-Experts (MoE) model, with approximately 5.1B parameters activated per token. The model is designed with token efficiency and production-scale agentic inference as key priorities, enabling developers...

View source on OpenRouter Hugging Face

Overview

Model specifications

Context: 262,144 tokens
Maximum output: 32,768 tokens
Architecture: text->text
Tokenizer: Other
Knowledge cutoff: Not provided
Moderated: No

OPENROUTER

Complete pricing

Synchronized OpenRouter rates. Token prices are shown per one million tokens.

Input: $0.021
Output: $0.063
Cache read: $0.0042

API

Model configuration

Reasoning

Reasoning required: No
Default parameters: Yes

API

Quick start

Set OPENROUTER_API_KEY locally. Python requires requests; JavaScript runs in Node.js. Keep the key on the server.

API documentation

curl --fail-with-body https://openrouter.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $OPENROUTER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"inclusionai/ling-3.0-flash","messages":[{"role":"user","content":"Hello!"}]}'

Capabilities

Input → Output

Input

text

Output

text

Reasoning

Yes

API

Supported API parameters

frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_tokensmin_ppresence_penaltyreasoningrepetition_penaltyresponse_formatseedstoptemperaturetool_choicetoolstop_ktop_logprobstop_p

Available providers

2 providers

Checked: September 7, 2026

Live providers on OpenRouter

Provider availability, latency, throughput and routing can change continuously. Open the source page for current operational data.

OpenRouter

Novita

Not provided

Context: 262K
Maximum output: 33K
Input: $0.021
Output: $0.063
Cache read: $0.0042
Cache write: Not provided

DeepInfra

bf16

Context: 131K
Maximum output: 33K
Input: $0.06
Output: $0.18
Cache read: $0.012
Cache write: Not provided

inclusionai

4 models

All models

inclusionai

Released Sep 22, 2026

inclusionAI: Ming Image 0.1 Design

Ming Image 0.1 Design is a text-to-image model from inclusionAI aimed at graphic-design output, with an emphasis on legible text rendering inside the generated image. It generates from a prompt...

Context: Not provided
Input: text
Output: image

Image input: Free per 1M tokensImage output: Free per 1M tokens

View model details →

inclusionai

Released Sep 10, 2026