IInclusionai

inclusionAI: Ling 3.0 Flash Sante (free)

Ling 3.0 Flash Sante is a health and medicine-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for...

ReasoningTool callingStreaming
262.1K token context Released Sep 4, 2026

Intelligence overview

262.1K tok

Context window

32.8K tok

Max output

Capabilities

What inclusionAI: Ling 3.0 Flash Sante (free) can do.

Reasoning

Extended reasoning

Works through problems step by step before answering, trading latency for accuracy on harder tasks.

Development

Tool calling

Calls external functions mid-response, then continues reasoning from the result.

Streaming

Streams tokens as they're generated instead of waiting on the full response.

Pricing

Pay for what you use.

Every model in UltraGPT runs behind one flat subscription — this is the underlying per-token cost the catalog tracks.

INPUT

Free

OUTPUT

Free

Use cases

Built for serious work.

Build

Generate and refactor code, with the ability to run and verify tool calls.

Think

Works through multi-step problems with extended reasoning before it answers.

Research

Holds up to 262.1K tokens of source material in context without losing the thread.

Automate

Chains tool calls across multi-step workflows, reasoning between each one.

Preview

Ask inclusionAI: Ling 3.0 Flash Sante (free) anything.

A preview of the real UltraGPT composer — the model you see here is the model you get.

IinclusionAI: Ling 3.0 Flash Sante (free) Ready

Continues in the UltraGPT app — one login, every model.

Comparison

How inclusionAI: Ling 3.0 Flash Sante (free) stacks up.

The closest models in the catalog by provider, capability and score — real entries, pulled from the same directory.

Specification

Technical details.

Specification

Context window
262.1K tokens
Max output
32.8K tokens
Input modalities
Text
Output modalities
Text
Release date
Sep 4, 2026
Streaming
Supported
Tool calling
Supported
JSON mode
Not supported

Model identity

Provider
Inclusionai
Provider ID
inclusionai

Model ID

Directory

More from Inclusionai, and everything else.

This model is one entry in the full UltraGPT catalog — browse the rest, compare pricing and context windows, or filter by capability.

inclusionAI: Ling 3.0 Flash Sante (free), one subscription away.

UltraGPT puts this model — and every other one in the directory — behind a single login and one flat monthly price.