// Ant (inclusionAI)
Ling 3.2 Flash
A Ant (inclusionAI) model. 1 prices across 1 channels side by side, each with its source and check date – plus specs, licence, speed and benchmarks.
- Official in/out per 1M
- —
- Lowest (official)
- —
- Context
- 1.05M
- Prices listed
- 1
Prices checked 2026-11-14Official sources linked on every rowNo estimatesCheapest LLM APIs →
01Specs at a glance
Official values first; gaps filled from OpenRouter’s API where the vendor page is silent.
| Vendor | Ant (inclusionAI) |
|---|---|
| Context window | 1.05M (1,048,576 tokens) |
| Max output | 262K |
| Input | Text · Image |
| Output | Text |
| Tool calling / JSON | Yes / Yes |
| Weights & licence | Open weights · Open weights – licence not checked · Hugging Face |
| Released | Nov 14, 2026 (OpenRouter listing date) |
| Model IDs | inclusionai/ling-3.2-flash:free |
02Prices on 1 channels
Per 1M tokens, in the currency each source publishes (1 USD = 6.7 CNY for the blended column). Sorted: official first, then cheapest.
| Channel | Source | Input | Output | Cache hit | Blended $ | Context | Notes |
|---|---|---|---|---|---|---|---|
| OpenRouter Via OpenRouter / provider listed there | OpenRouter Unverified 11-14 | free | free | — | 0 | 1.05M | OpenRouter list price; auto-added by new-model discovery 2026-11-14; official vendor page not verified |
“Official” = vendor pricing page; “Platform” = the platform’s own pricing page; “OpenRouter” = price listed on OpenRouter, not checked on the platform’s site. Click a source tag to open the original page.
“—” in the cache-hit column means the source page lists no separate cached-input price; it does not mean caching is unsupported.
03Where you can use it
Derived only from the price sources above. Country restrictions are set by each vendor – check their terms before you sign up.
- Via OpenRouter / provider listed there
OpenRouter - Self-host the open weights
GPU / VRAM sizing and build plans→ - Free option
Ling 3.2 Flash (OpenRouter)→
05Price changes we recorded
All price changes →From our daily re-checks of the sources above.
- 2026-11-14 · OpenRouter · new listing
06More from Ant (inclusionAI)
FAQ
How much does the Ling 3.2 Flash API cost?
There is no official pay-as-you-go price in our data. The lowest listed price is — on —.
What is the context window of Ling 3.2 Flash?
1.05M tokens of context, up to 262K output tokens. Platforms may cap it lower – see the table.
Is Ling 3.2 Flash open source?
Yes, the weights are published on Hugging Face (inclusionAI/Ling-3.2-flash). Licence: Open weights – licence not checked.