Ling-2.6-flash

Ling-2.6-flash is an instant (instruct) model from inclusionAI with 104B total parameters and 7.4B active parameters, designed for real-world agents that require fast responses, strong execution, and high token efficiency. It delivers performance comparable to state-of-the-art models at a similar scale while significantly reducing token usage across coding, document processing, and lightweight agent workflows.

ChatInclusionai262k tokens$0.0109 / $0.0327 · 1M

inclusionai/ling-2.6-flash

Context
262k tokens
Completion cap
32,768
Tools
Yes
JSON
Yes
Released
2026-04-21

Call it from Geek Hub

Same OpenAI SDK. Change the base URL and the model id.

curl https://api.geekhub.mx/v1/chat/completions \
  -H "Authorization: Bearer $GEEKHUB_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "inclusionai/ling-2.6-flash",
    "messages": [{"role": "user", "content": "Hola"}]
  }'
Get an API key

Frequently asked questions

What is Ling-2.6-flash?
Ling-2.6-flash is an instant (instruct) model from inclusionAI with 104B total parameters and 7.4B active parameters, designed for real-world agents that require fast responses, strong execution, and high token efficiency. It delivers performance comparable to state-of-the-art models at a similar scale while significantly reducing token usage across coding, document processing, and lightweight agent workflows. Ling-2.6-flash runs on the Geek Hub API (OpenAI-compatible). Model id: inclusionai/ling-2.6-flash.
Is Ling-2.6-flash free?
No. Input is $0.0109 per 1M tokens and output is $0.0327 per 1M tokens on Geek Hub (markup included).
What is the context length of Ling-2.6-flash?
Ling-2.6-flash has a 262k tokens context window. It supports up to 32,768 completion tokens.
Does Ling-2.6-flash support tool calling and structured outputs?
Ling-2.6-flash accepts tools and tool_choice for function calling. It also supports structured outputs via a JSON schema in response_format.
When was Ling-2.6-flash released?
Ling-2.6-flash was released on 2026-04-21.

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