inclusionAI

inclusionAI: 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.

ling-3.1-flash

Pricing

~1%

Input: $0.04455 / 1,000,000 tokens
Output: $0.13365 / 1,000,000 tokens
Cache read: $0.00891 / 1,000,000 tokens
Cache write: $0.04455 / 1,000,000 tokens

How pricing works

Discount history

1%Nov 8, 03:56 AM UTC

Nov 7, 11:57 PMNov 8, 03:56 AM UTC

Model details

Input: text
Output: text
Context window: 262,144 tokens
Maximum output: 131,072 tokens
Availability: Uncapped capacity
Updated: 11/8/2026, 3:58:06 AM UTC

Capacity is reserved when your request is accepted.

Capabilities

ChatStreamingTool callingReasoning

Supported parameters

frequency_penaltyinclude_reasoninglogprobsmax_tokenspresence_penaltyreasoningrepetition_penaltyseedstoptemperaturetool_choicetoolstop_ktop_logprobstop_p