// Ant (inclusionAI)
Ling 3.0 Flash VL
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 (DeepInfra)
- $0.06 / $0.18
- Context
- 131K
- AA index
- 24.6
Prices checked 2026-10-22Official 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 | 131K (131,072 tokens) |
| Max output | 33K |
| Input | Text · Image · Video |
| Output | Text |
| Tool calling / JSON | Yes / Yes |
| Weights & licence | Open weights · MIT · Hugging Face |
| Parameters | 125B (from weight files) |
| Released | Sep 10, 2026 |
| Model IDs | inclusionai/ling-3.0-flash-vl |
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 |
|---|---|---|---|---|---|---|---|
| DeepInfra · fp16 Via OpenRouter / provider listed there | OpenRouter 10-22 | $0.06 | $0.18 | $0.012 | 0.09 | 131K | DeepInfra price as listed on OpenRouter (pass-through; quantization=fp16; discount field=0); not checked against DeepInfra's own page |
“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.
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
DeepInfra - Self-host the open weights
GPU / VRAM sizing and build plans→
04Performance
Speed and AA index from Artificial Analysis public leaderboards (not our own tests); benchmark scores from our benchmark library, best result per benchmark.
- AA indexLing-3.0-flash-VL
- 24.6
- Output speed (median)
- 143 tok/s
- Time to first token
- 1.89s
- AA index per $ (blended)
- 272.99
05Price changes we recorded
All price changes →From our daily re-checks of the sources above.
No price change recorded since we started tracking (2026-10-10).
06More from Ant (inclusionAI)
FAQ
How much does the Ling 3.0 Flash VL API cost?
There is no official pay-as-you-go price in our data. The lowest listed price is $0.06 / $0.18 on DeepInfra.
What is the context window of Ling 3.0 Flash VL?
131K tokens of context, up to 33K output tokens. Platforms may cap it lower – see the table.
Is Ling 3.0 Flash VL open source?
Yes, the weights are published on Hugging Face (inclusionAI/Ling-3.0-flash-VL). Licence: MIT.