InclusionAI

Ling 3.0 Flash

The most affordable reasoning model in the catalog

Text

Reasoning

Tools

Type: Chat
Context: 262K tokens
Russian: medium
Input price: 1,68 ₽ / 1M tokens
Output price: 5,04 ₽ / 1M tokens
Release date: July 23, 2026

chat/completions

import OpenAI from "openai"
const client = new OpenAI({
  baseURL: "https://api.yenisei.ru/v1",
  apiKey: process.env.YENISEI_API_KEY,
})
const stream = await client.chat.completions.create({
  model: "ling-3.0-flash",
  messages: [{ role: "user", content: "Hi!" }],
  stream: true,
})
for await (const chunk of stream) {
  process.stdout.write(chunk.choices[0]?.delta?.content ?? "")
}

About the model

Ling 3.0 Flash is a fast and very low-cost model in InclusionAI's Ling line. Despite its modest price, it supports reasoning and tool calling, and its context of 262 thousand tokens holds long correspondence or a large document. Input is text. On routine tasks the model answers quickly and is suited to a large flow of requests. Russian at a medium level.