Ling 2.6 1T
MoEApache 2.0
Ant Group's 1T MoE with 50B active params and 262K context. AA Intelligence Index #2/40 (score 34 vs mean 13). $0.30/$2.50 per M tokens; Flash variant on OpenRouter. Open weights upcoming.
Provider
Ant Group / InclusionAI
Parameters
50B active / 1T total (MoE)
Context
262.144K
Released
2026-04-24
VRAM Requirements by Quantization
| Method | Disk Size | VRAM Required | Fits GPUs |
|---|---|---|---|
| BF16 (reference) | 1800 GB | 1900 GB | 0 GPUs |
| Q4_K_M (est.) | 560 GB | 600 GB | 0 GPUs |
Benchmark Scores
mmlu89.5%
humaneval90.5%
Scores are approximate and may vary by quantization level.
HuggingFace
inclusionAI/Ling-2.6-1T