Ling-3.1-flash-1019

inclusionai/ling-3.1-flash-1019

An updated Ling-3.1-flash checkpoint with further post-training, a hybrid-linear mixture-of-experts architecture, 560B total parameters and 25B active parameters per token.

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Context window: 1M
Input: Text
Output: Text
Released: —

Model parameters: 560B
Active parameters: 25B
Weights: Open
License: MIT

Pricing

No official pricing available.

Performance

Overall capability

58.5/100

Coding: 64.2
Reasoning: 62.1
Professional work: 68.5
Knowledge & language: 53.4


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Terminal-Bench Science · AALing 3.1 Flash 1019	Reasoning	Artificial Analysis	2026-11-05
AA-LCRLing 3.1 Flash 1019	Knowledge & language	Artificial Analysis	2026-11-05
Humanity’s Last ExamLing 3.1 Flash 1019	Reasoning	Artificial Analysis	2026-11-05
AA-Briefcase	Professional work	Artificial Analysis	2026-11-05
MLCR-AA（Artificial Analysis）Ling 3.1 Flash 1019	Knowledge & language	Artificial Analysis	2026-11-05

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ModelRegistry · Catalog updated 2026-11-05