inclusionAI: Ling 3.1 Flash
by Inclusion AItext->text1 endpoint
Overview
Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
Capabilities
Text generation
Tool use / Function calling
Extended reasoning
Prompt caching
Long context
Top-P sampling
Stop sequences
Deterministic seed
Log probabilities
Modalities
Input
Text
Output
Text
Technical Specifications
Context Window
262.1K tokens
Max Output
235.9K tokens
Tokenizer
Other
Uptime (24h)
10000.0%
Parameters
560000000000B
License
unknownOpen Weights
Release Date
September 30, 20262w
Supported Parameters
frequency_penaltyinclude_reasoninglogprobsmax_tokenspresence_penaltyreasoningrepetition_penaltyseedstoptemperaturetool_choicetoolstop_ktop_logprobstop_p
Pricing
Per 1M tokens
Input$0.07
Output$0.23
Cache read$0.01
Added
October 2, 2026
Last synced 10/14/2026