inclusionAI: Ling 3.0 Flash Sante
Ling 3.0 Flash Sante is a reasoning model from inclusionAI released on Sep 4, 2026. It reads text and writes text, with a 262K token context window and up to 33K tokens per reply.
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It costs $0.075 per million input tokens and $0.22 per million output tokens. Cached input bills at $0.015, 80% less than fresh input.
It supports tool calling and prompt caching.
2 providers serve it, including Novita AI and Vercel AI Gateway.
- Modalities
- In / out price
- $0.075 / $0.22 per 1M
- Context
- 262K
- Max output
- 33K
- Released
- Sep 4, 2026
- Knowledge cutoff
- n/a
- Tool calling
- Structured output
- Reasoning
- Prompt caching
- Open weights
- Free to use
Ling 3.0 Flash Sante pricing
USD, as listed on Oct 15, 2026. Most bills are input heavy, so the cached input rate matters as much as the headline price.
| Input | $0.075 / 1M tokens | |
|---|---|---|
| Output | $0.22 / 1M tokens | |
| Cached input (read) | $0.015 / 1M tokens | 80% off input |
Ling 3.0 Flash Sante providers
2 providers serve it, including Novita AI and Vercel AI Gateway. Each host sets its own price and limits, so the cheapest one is not always the one with the longest context.
| Provider | Input /M | Output /M | Cache read /M | Context | Max output |
|---|---|---|---|---|---|
| Novita AI | $0.075 | $0.22 | $0.015 | 262K | 33K |
| Vercel AI Gateway | $0.075 | $0.22 | $0.015 | 256K | 32K |
What Ling 3.0 Flash Sante costs per month
Pick a workload close to yours or type your own volumes.
Supported request parameters
What you can set when you call Ling 3.0 Flash Sante through an OpenAI compatible API.
- Tools
tools - Reasoning
reasoning - Temperature
temperature
Alternatives to Ling 3.0 Flash Sante
Models that take the same inputs and call tools, closest in price, cheaper ones first.
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by inclusionaiMay 7, 2026$0.30/M input tokens$2.50/M output tokens2 providers
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Ling 3.0 Flash Sante questions
How much does the Ling 3.0 Flash Sante API cost?
$0.075 per million input tokens and $0.22 per million output tokens, with cached input at $0.015. The estimator on this page turns that into a monthly bill for your own workload.
What is the context window of Ling 3.0 Flash Sante?
262,144 tokens of input, and it can write up to 32,768 tokens in one reply. As a rough guide, a million tokens is around 750,000 English words.
Which providers serve Ling 3.0 Flash Sante?
2 providers serve it, including Novita AI and Vercel AI Gateway. Prices differ by host, so the Providers table on this page lists each one with its input and output price.
Does Ling 3.0 Flash Sante support tool calling?
Yes. It accepts tool definitions, which is what an agent needs to call your APIs.
Is Ling 3.0 Flash Sante open source?
No. inclusionAI serves it through an API only, so you cannot download the weights or host it yourself.
When was Ling 3.0 Flash Sante released?
Sep 4, 2026.
Catalog data from models.dev (MIT licensed), refreshed daily, last on Oct 15, 2026. The summary is written from these facts.
Building on Ling 3.0 Flash Sante?
I test your real tasks on it and the two closest alternatives, then ship the agent on whichever wins on cost and accuracy.
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