// Ant (inclusionAI)
Ling 3.0 Flash
A Ant (inclusionAI) model. 2 prices across 2 channels side by side, each with its source and check date – plus specs, licence, speed and benchmarks.
- Official in/out per 1M
- —
- Lowest (Novita)
- $0.021 / $0.063
- Context
- 262K
- AA index
- 20.1
Prices checked 2026-10-22Official sources linked on every rowNo estimates
01Specs at a glance
Official values first; gaps filled from OpenRouter’s API where the vendor page is silent.
| Vendor | Ant (inclusionAI) |
|---|---|
| Context window | 262K (262,144 tokens) |
| Max output | 33K |
| Input | Text |
| Output | Text |
| Tool calling / JSON | Yes / Yes |
| Weights & licence | Open weights · MIT · Hugging Face |
| Parameters | 127B (from weight files) |
| Released | Jul 23, 2026 |
| Model IDs | inclusionai/ling-3.0-flash |
02Prices on 2 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 |
|---|---|---|---|---|---|---|---|
| Novita · unknown Via OpenRouter / provider listed there | OpenRouter 10-22 | $0.021 | $0.063 | $0.0042 | 0.032 | 262K | Novita price as listed on OpenRouter (pass-through; quantization=unknown; discount field=0.65); not checked against Novita's own page |
| DeepInfra · bf16 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=bf16; 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
Novita · DeepInfra - Self-host the open weights
GPU / VRAM sizing and build plans→ - Free option
Ling-3.0-flash→
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
- 20.1
- Output speed (median)
- 358 tok/s
- Time to first token
- 2.65s
- AA index per $ (blended)
- 639.15
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 API cost?
There is no official pay-as-you-go price in our data. The lowest listed price is $0.021 / $0.063 on Novita.
What is the context window of Ling 3.0 Flash?
262K tokens of context, up to 33K output tokens. Platforms may cap it lower – see the table.
Is Ling 3.0 Flash open source?
Yes, the weights are published on Hugging Face (inclusionAI/Ling-3.0-flash). Licence: MIT.