whatmodel.sh / Ling 3.1 Flash 1019
Ling 3.1 Flash 1019
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Ling 3.1 Flash 1019 is an open-weights language model from inclusionAI (Ant Group), released October 2026. Its published size is 560B parameters (25B active per token). Licence: mit.
Catalogue identity notes
Exact 1019 post-trained checkpoint, distinct from Ling 3.1 Flash and base. All AA-linked numerical evaluation claims withheld. No guessed API price or serving command.
Model information sources
$ how it compares
Scored LLMs released closest to Ling 3.1 Flash 1019, out of 1192 with a score, then more from inclusionAI (Ant Group).
| # | model | score | where | ||
|---|---|---|---|---|---|
| 3 |  GPT-6.1 Terra | 84±1 | api $2.00/M | ||
| 4 |  Gemini 4 Carbon | 83±1 | limited preview | ||
| 7 |  Muse Wonder Full | 82±2 | Muse Code only | ||
| 14 |  Kimi K3.1 Pro | 80±2 | api price unknown | ||
| 18 | Muse Wonder | 78±1 | api $8.00/M | ||
| more from inclusionAI (Ant Group) | |||||
| 97 | Ling 3.0 Flash (124B-A5B) | 70±2 | api $0.090/M +local | ||
| 121 | Ring-2.6-1T | 68±2 | comparison only | ||
| 322 | Ling-flash-2.0 | 59±2 | local | ||
$ where to run it
No verified API or download recorded yet · add one
Official weights and documentation: huggingface.co/inclusionAI ↗
$ improve this page
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data updated · sources and licences · json