InclusionAI

Maker of the Ling and Ming open model families.

InclusionAI publishes open-weight foundation models, including the Ling and Ming families, released for self-hosting and third-party inference.

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7 model routes2 providersUS regions1 Oct 2026 latest release

Models from InclusionAI

Model	Context	Training	Region	Provider	Input	Output
Ling 3.0 Flash InclusionAI	262K	No	US	DeepInfra	$0.06	$0.18
Ling 3.0 Flash InclusionAI	262K	No	US	Novita	$0.06	$0.18
Ling-3.0-flash-VL InclusionAI	131K	No	US	DeepInfra	$0.06	$0.18
Ling-3.0-flash-Fin InclusionAI	262K	No	US	DeepInfra	$0.06	$0.18
Ling-2.6-flash InclusionAI	262K	No	US	Novita	$0.10	$0.30
ming image 0.1 design InclusionAI	—	No	US	Novita	$1.00	$1.00
ming image 0.1 design layer InclusionAI	—	No	US	Novita	$1.00	$1.00

Release timeline

Every dated InclusionAI release, newest first — 4 of 13 run on the Opper gateway today. Releases without a published date aren't listed. See the InclusionAI release timeline.

10 releases in the last 12 months15 days median gap1–190 days range

Ling 3.1 Flash1 Oct 2026 Ling-3.0-flash-FinOn Opper262K11 Sep 2026 Ling-3.0-flash-VLOn Opper131K10 Sep 2026 Ling 3.0 Tiny6 Aug 2026 Ling 3.0 FlashOn Opper262K4 Aug 2026 Ring-2.6-1T262K8 May 2026 Ling-2.6-1T262K23 Apr 2026 Ling-2.6-flashOn Opper262K21 Apr 2026

Ring-1T13 Oct 2025 Ling-1T8 Oct 2025 Ring-flash-2.019 Sep 2025 Ling-flash-2.017 Sep 2025 Ling-mini-2.09 Sep 2025

Not currently available

InclusionAI models without a live gateway route right now. Their pages stay up for reference — contact us if you'd like one added or brought back.

Ling-2.6-1TNot currently offered Ling-2.6-flashNot currently offered Ring-2.6-1TNot currently offered