Ling 3.1 Flash
NewAffordableInclusionAI's fast hybrid-reasoning MoE, 560B total with 25B active.
262K-token context with a switchable instant/reasoning mode and tool calling. Suited to high-volume general-purpose chat, coding support, and cost-sensitive agent traffic.
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The model supports extended reasoning, a 262K context window.
Benchmarks
This model hasn't been evaluated by Artificial Analysis yet. Benchmark scores will appear once they're published.
Specifications
Providers
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Nemotron 3 Ultravs Ling 3.1 FlashFrequently Asked Questions about Ling 3.1 Flash▼
When was Ling 3.1 Flash released?
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Ling 3.1 Flash was released on October 2, 2026.
Who created Ling 3.1 Flash?
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Ling 3.1 Flash was created by InclusionAI.
Is Ling 3.1 Flash a reasoning model?
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Yes, Ling 3.1 Flash is a reasoning model. It can think step-by-step through complex problems before providing an answer, often yielding better results on difficult tasks like math, coding, and multi-step logic.
Does Ling 3.1 Flash support image or vision input?
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No, Ling 3.1 Flash does not currently support image or vision input. It is a text-only model.
Does Ling 3.1 Flash support audio?
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No, Ling 3.1 Flash does not support audio input.
What is the context window of Ling 3.1 Flash?
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Ling 3.1 Flash has a context window of 262K tokens, meaning it can process approximately 196,608 words of context at once.
Is Ling 3.1 Flash open source?
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Ling 3.1 Flash is a proprietary model developed by InclusionAI. The model weights and training data are not publicly available.
Where can I use Ling 3.1 Flash?
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You can chat with Ling 3.1 Flash on idapt.app — no separate API key required. idapt is an AI workspace with 200+ models, agents, computers, and tasks. You can also access Ling 3.1 Flash through InclusionAI's own API or platform.