API pricing

# Ant Group (inclusionAI) API pricing

> Ant Group (inclusionAI) API prices run from $0.021 per million input tokens (Ling 3.0 Flash VL) to $0.042 (Ling 3.0 Flash Fin).
- Canonical page: https://noometry.com/llm-pricing/ant-group
- Last updated: 2026-10-11
- Title: Ant Group (inclusionAI) API Pricing (October 2026): Every Model per 1M Tokens

Ant Group (inclusionAI) API prices run from $0.021 per million input tokens (Ling 3.0 Flash VL) to $0.042 (Ling 3.0 Flash Fin).

Last verified October 11, 2026

API prices per million tokens
|  |  |  | Cached input |  |  |  |
| --- | --- | --- | --- | --- | --- | --- |
| [Ling 3.0 Flash VL](https://noometry.com/models/ling-3-0-flash-vl) (open weights) | $0.021 | $0.0616 | $0.0042 | **$0.0312** | 262K | — |
| [Ling 3.0 Flash](https://noometry.com/models/ling-3-0-flash) (open weights) | $0.021 | $0.063 | $0.0042 | **$0.0315** | 262K | — |
| [Ling 3.0 Flash Fin](https://noometry.com/models/ling-3-0-flash-fin) | $0.042 | $0.12 | $0.0084 | **$0.0623** | 262K | — |
| [Ling 3.0 Flash Sante](https://noometry.com/models/ling-3-0-flash-sante) | $0.042 | $0.12 | $0.0084 | **$0.0623** | 262K | — |

## Prices on other platforms

The same models are often sold through clouds and resellers at different rates.

| Model | Route | Input | Output | Checked |
| --- | --- | --- | --- | --- |
| [Ling 3.0 Flash](https://noometry.com/models/ling-3-0-flash) | openrouter | $0.021 | $0.063 | 2026-10-11 |
| [Ling 3.0 Flash Fin](https://noometry.com/models/ling-3-0-flash-fin) | openrouter | $0.042 | $0.12 | 2026-10-11 |
| [Ling 3.0 Flash Sante](https://noometry.com/models/ling-3-0-flash-sante) | openrouter | $0.042 | $0.12 | 2026-10-11 |
| [Ling 3.0 Flash VL](https://noometry.com/models/ling-3-0-flash-vl) | openrouter | $0.021 | $0.0616 | 2026-10-11 |

## Frequently asked questions

### How much does the Ant Group (inclusionAI) API cost?

Ant Group (inclusionAI) API prices run from $0.021 per million input tokens (Ling 3.0 Flash VL) to $0.042 (Ling 3.0 Flash Fin).

### Does Ant Group (inclusionAI) discount cached input?

Yes. Cached input is billed at a lower rate on 4 of the 4 priced models; the cached rate is listed next to each model.