Ling 3.1 Flash
Parameters
560B (Estimated)
Context Length
262K
Modality
Reasoning
Architecture
Undisclosed
License
Proprietary
Release Date
2 Oct 2026
Knowledge Cutoff
-
API Pricing (per 1M)
Input: $0.30 · Output: $0.90
Evaluation Benchmarks
Rank
#36
| Benchmark | Score | Rank |
|---|---|---|
Intelligence Index | 0.44 | 34 |
Rankings
Overall Rank
#36
Coding Rank
-
About Ling 3.1 Flash
Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from InclusionAI with 25B active parameters out of 560B total. It is designed for fast, high-efficiency reasoning across extensive textual contexts.
Technical Specifications
Architecture specifications are undisclosed for proprietary models.
About Ling
The Ling model family developed by InclusionAI.