# Ling 3.1 Flash — price & specs

Source: https://modelbank.ai/models/ling-3.1-flash · updated 2026-11-01 · ModelBank

| Field | Value |
|---|---|
| Vendor | inclusionAI |
| Input price | $0.075 / 1M tokens |
| Output price | $0.23 / 1M tokens |
| Cached input | $0.015 / 1M tokens |
| Context window | 1,000,000 tokens |
| Max output | 262,144 tokens |
| Input modalities | text |
| Reasoning / tool use | yes / yes |
| Intelligence / coding index | — / — |
| Released | 2026-10-02 |
| Retirement date | none announced |

## About

Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.

## Price history

- 2026-10-02: free in / free out
- 2026-10-13: $0.075 in / $0.23 out


JSON: https://modelbank.ai/api/v1/models/ling-3.1-flash