All tasks / Models
Ling-3.1-flash
Ant Group's open-weights hybrid-reasoning Ling MoE (MIT) with 560B total, 25B active and 1M-token context.
- inclusionAI (Ant Group)
- Open weights
- Released 13 Oct 2026
Where it ranks
- BChat & assistantsModels · Local · 41 on Artificial Analysis Intelligence Index (secondary benchmark)
- BCodingModels · Local · 41 on Artificial Analysis Intelligence Index (secondary benchmark)
Facts
- Vendor
- inclusionAI (Ant Group)
- Family
- Ling Flash
- Released
- 13 Oct 2026
- Weights
- Open: download and run it yourself
- License
- MIT
- Parameters
- 560B (25B active)
- GPU memory to run locally
- ~321 GB (4-bit ≈ 560 B × 0.57 GB + 1.5 GB ≈ 321 GB, estimate.)
- API price
- $0.07 in / $0.23 out per 1M tokens (OpenRouter listed price)
- Access
- Free (open weights)
- Last verified
- 19 Oct 2026
Price from openrouter.ai, 19 Oct 2026.
Benchmark results
| Benchmark | Result | Entry on the leaderboard | As of | Source |
|---|---|---|---|---|
| Artificial Analysis Intelligence Index | 41 | Ling 3.1 FlashRaw value from the page's embedded model data; the site displays it rounded to an integer. | 19 Oct 2026 | artificialanalysis.ai |
Where you can use it
No tracked tool lists this model yet; as open weights it runs in local runtimes.
Earlier versions
- Ling 3.0 Flash · —