inclusionAI Ling API pricing: all models and providers

Every inclusionAI Ling model on sale with its lowest price among all providers (18 in all). Prices per 1M tokens unless a cell names another unit; open a model for every offer.

Model	Type	Input from	Output from	Context	Providers
Ling 3.0 Flash	Text models	$0.021	$0.063	262K	14
Ling 3.1 Flash	Text models	$0.075	$0.23	1M	13
Ling 3.0 Flash VL	Text models	$0.06	$0.18	262K	11
Ling 3.0 Flash Fin	Text models	$0.06	$0.18	262K	10
Ling-2.6-flash	Text models	$0.013	$0.039	262K	5
Ling 3.0 Flash Sante	Text models	$0.075	$0.22	262K	5
Ring-2.6-1T	Text models	$0.30	$2.50	262K	4
Ling-1T	Text models	$0.55	$2.19	128K	2
Ling-2.6-1T	Text models	$0.30	$2.50	262K	2
ling-3.0-tiny	Text models	Free	Free	262K	2
inclusionAI/Ling-flash-2.0	Text models	$0.14	$0.54	131K	2
ming-image-0.1-design	Images	$1.00	$1.00	—	2
ming image 0.1 design layer	Images	$1.00	$1.00	—	2
Ring-1T	Text models	$0.55	$2.19	128K	2
Ling-mini-2.0	Text models	$0.068	$0.27	—	1
inclusionAI: LLaDA2.1-flash	Text models	$0.28	$2.85	32K	1
Ring-flash-2.0	Text models	$0.14	$0.54	—	1

Prices in USD per 1M tokens. * price not verified.