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ModelCap

InclusionAI

12 across 1 category board · 40 without a live endpoint · 26 equivalent routes · 18 superseded · inclusionai.github.io

Language ModelCap Index

12
Language rankModelModelCap IndexGravityContextInput tokensOutput tokensReleased
#32UI Venus 2 9BLicense unverified73.711.3———2 months ago
#52Ling 3.1 flash 1019Open weights68.114.4———10 days ago
#85Ring 2.6 1TOpen weights59.811.3———5 months ago
#114Ling 2.6 1TOpen weights52.811.1———6 months ago
#123AReaL SEA 235B A22BOpen weights51.68.5———8 months ago
#126Ling 3.0 Flash FinOpen weights51.212.4262K——2 months ago
#139Ling 3.0 TinyOpen weights48.115.8262K$0.015$0.0453 months ago
#141LLaDA2.0 flashOpen weights47.24.1———11 months ago
#150LLaDA2.2 miniOpen weights43.613.9———2 months ago
#216ZwZ 8BOpen weights33.25.4———8 months ago
#222LLaDA2.0 UniOpen weights33.19.8———6 months ago
#230ZwZ 4BOpen weights31.48.3———8 months ago

No live endpoint

40
Board statusModelGravityContextInput tokensOutput tokensReleased
No live endpointLBS 27BOpen weights
Language
11.8———11 days ago
No live endpointLLaDA UILicense unverified
Language
11.5———2 months ago
No live endpointLing 3.0 Flash SanteOpen weights
Language
12.7262K——2 months ago
No live endpointLing 3.0 flash base 30TOpen weights
Language
6.1———2 months ago
No live endpointLLaDA2.2 flashOpen weights
Language
9.4———3 months ago
No live endpointSingGuard NSFA 9BOpen weights
Language
5.2———3 months ago
No live endpointSingGuard NSFA 4BOpen weights
Language
9.4———3 months ago
No live endpointSingGuard NSFA 2BOpen weights
Language
5.2———3 months ago
No live endpointSingGuard NSFA 0.8BOpen weights
Language
9.6———3 months ago
No live endpointVISTA 9BOpen weights
Language
9.2———4 months ago
No live endpointVISTA 4BOpen weights
Language
4.7———4 months ago
No live endpointSingGuard 2bOpen weights
Language
9.5———5 months ago
No live endpointZwZ 2BOpen weights
Language
7.2———8 months ago
No live endpointMing flash omni 2.0Open weights
Language
12.5———8 months ago
No live endpointUI Venus 1.5 30B A3BOpen weights
Language
9.6———9 months ago
No live endpointUI Venus 1.5 8BOpen weights
Language
11.4———9 months ago
No live endpointUI Venus 1.5 2BOpen weights
Language
11.8———9 months ago
No live endpointLLaDA2.0 mini CAPOpen weights
Language
3.3———11 months ago
No live endpointLLaDA2.0 flash CAPOpen weights
Language
2.8———11 months ago
No live endpointRing mini sparse 2.0 expOpen weights
Language
7.2———last year
No live endpointMing UniAudio 16B A3BOpen weights
Language
2.6———last year
No live endpointRing flash linear 2.0Open weights
Language
5.2———last year
No live endpointRing mini linear 2.0Open weights
Language
6.9———last year
No live endpointRing flash 2.0Open weights
Language
8.5———last year
No live endpointLLaDA MoE 7B A1B BaseOpen weights
Language
6.3———last year
No live endpointRing mini 2.0Open weights
Language
8.9———last year
No live endpointLing mini 2.0Open weights
Language
11.1———last year
No live endpointRubicon PreviewOpen weights
Language
7.8———last year
No live endpointGroveMoE InstOpen weights
Language
3.5———last year
No live endpointUI Venus Navi 72BOpen weights
Language
7.0———last year
No live endpointUI Venus Navi 7BOpen weights
Language
1.7———last year
No live endpointUI Venus Ground 72BOpen weights
Language
7.2———last year
No live endpointUI Venus Ground 7BOpen weights
Language
7.7———last year
No live endpointLing lite 1.5 2507Open weights
Language
8.3———last year
No live endpointRing liteOpen weights
Language
6.9———last year
No live endpointViLaSRLicense unverified
Language
8.2———last year
No live endpointLing lite base 1.5Open weights
Language
7.0———last year
No live endpointRing lite distill previewOpen weights
Language
6.6———last year
No live endpointLing Coder liteOpen weights
Language
7.9———last year
No live endpointLing plusOpen weights
Language
7.9———last year

Reviewed equivalent routes

26
Board statusModelGravityContextInput tokensOutput tokensReleased
Represented by Ling 3.0 Flash SanteLing 3.0 flash Sante fp8Open weights
Language
7.3———10 days ago
Represented by Ling 3.1 FlashLing 3.1 flash baseOpen weights
Language
10.5———12 days ago
Equivalent routeLing 3.0 tiny UBTreeOpen weights
Language
12.6———16 days ago
Equivalent routeLing 3.0 flash UBTreeOpen weights
Language
11.9———23 days ago
Equivalent routeRealtime VenusOpen weights
Language
12.4———last month
Represented by Ling 3.0 Flash FinLing 3.0 flash Fin fp4Open weights
Language
7.0———last month
Represented by Ling 3.0 Flash FinLing 3.0 flash Fin int4Open weights
Language
5.9———last month
Represented by Ling 3.0 Flash FinLing 3.0 flash Fin fp8Open weights
Language
6.1———last month
Represented by Ling 3.0 Flash VLLing 3.0 flash VL int4Open weights
Language
8.2———last month
Represented by Ling 3.0 Flash VLLing 3.0 flash VL fp4Open weights
Language
11.7———last month
Represented by Ling 3.0 Flash VLLing 3.0 flash VL fp8Open weights
Language
8.3———last month
Represented by Ling 3.0 FlashLing 3.0 flash baseOpen weights
Language
7.3———2 months ago
Represented by Ling 3.0 FlashLing 3.0 flash base midtrainOpen weights
Language
6.0———2 months ago
Equivalent routeLing 3.0 flash dsparkOpen weights
Language
9.5———2 months ago
Represented by Ling 3.0 FlashLing 3.0 flash fp4Open weights
Language
10.6———3 months ago
Represented by Ling 3.0 FlashLing 3.0 flash int4Open weights
Language
9.3———3 months ago
Represented by Ling 3.0 FlashLing 3.0 flash fp8Open weights
Language
9.0———3 months ago
Represented by Ling 2.6 1TLing 2.6 1T baseOpen weights
Language
9.4———5 months ago
Represented by Ling 2.6 flashLing 2.6 flash baseOpen weights
Language
5.6———5 months ago
Represented by LLaDA2.0 UniLLaDA2.0 Uni FP8Open weights
Language
2.9———6 months ago
Equivalent routeQwen3 32B AWorldOpen weights
Language
7.1———last year
Equivalent routeMing Lite Omni 1.5Open weights
Language
5.8———last year
Equivalent routeMing Lite OmniOpen weights
Language
2.4———last year
Represented by Ling Coder liteLing Coder lite baseOpen weights
Language
2.1———last year
Represented by Ling plusLing plus baseOpen weights
Language
6.9———last year
Represented by Ling liteLing lite baseOpen weights
Language
3.0———last year

Superseded versions

18
Board statusModelGravityContextInput tokensOutput tokensReleased
Superseded by Ling 3.1 flash 1019Ling 3.1 FlashOpen weights
Language
31.71M$0.075$0.225last month
Superseded by Ling 3.1 flash 1019Ling 3.0 FlashOpen weights
Language
53.6262K$0.021$0.0633 months ago
Superseded by Ling 3.1 flash 1019Ling 2.6 flashOpen weights
Language
12.7———6 months ago
Superseded by Ling 2.6 1TLing 2.5 1TOpen weights
Language
6.4———8 months ago
Superseded by Ring 2.6 1TRing 2.5 1TOpen weights
Language
9.1———8 months ago
Superseded by LLaDA2.0 flashLLaDA2.1 flashOpen weights
Language
9.6———9 months ago
Superseded by LLaDA2.2 miniLLaDA2.1 miniOpen weights
Language
13.9———9 months ago
Superseded by LLaDA2.2 miniLLaDA2.0 miniOpen weights
Language
13.5———11 months ago
Superseded by LLaDA2.0 flashLLaDA2.0 flash previewOpen weights
Language
2.1———last year
Superseded by LLaDA2.2 miniLLaDA2.0 mini previewOpen weights
Language
8.1———last year
Superseded by Ming flash omni 2.0Ming flash omni PreviewOpen weights
Language
11.1———last year
Superseded by Ring 2.6 1TRing 1TOpen weights
Language
8.4———last year
Superseded by Ling 2.6 1TLing 1TOpen weights
Language
10.8———last year
Superseded by Ling 3.1 flash baseLing flash base 2.0Open weights
Language
3.7———last year
Superseded by Ling 3.1 flash 1019Ling flash 2.0Open weights
Language
11.1———last year
Superseded by Ling lite 1.5 2507Ling lite 1.5 2506Open weights
Language
2.5———last year
Superseded by Ling lite 1.5 2507Ling lite 1.5Open weights
Language
8.3———last year
Superseded by Ling lite 1.5 2507Ling liteOpen weights
Language
9.3———last year

Other off-board models

1
Board statusModelGravityContextInput tokensOutput tokensReleased
Off boardLing 3.0 Flash VLOpen weights
Language
16.5131K$0.06$0.18last month

InclusionAI models: common questions

How many AI models has InclusionAI released?

ModelCap tracks 71 canonical InclusionAI models as of 6 November 2026: 71 language models (12 with a public ModelCap Index position). Superseded versions and equivalent serving routes stay listed on this page, marked as such.

What is the best InclusionAI model?

UI Venus 2 9B is InclusionAI's highest-ranked model as of 6 November 2026, at ModelCap Index position #32 with a score of 73.7, followed by Ling 3.1 flash 1019 (#52). The table lists every ranked InclusionAI model in Index order.

What is the cheapest InclusionAI model?

Ling 3.0 Tiny at $0.045 per 1M output tokens ($0.015 per 1M input) as of 6 November 2026, the lowest listed price among InclusionAI's 4 priced language models. Prices are the lowest current provider offer on the OpenRouter catalogue.

Which InclusionAI model has the largest context window?

Ling 3.1 Flash, with a published context window of 1M tokens. Individual providers can serve less than the published maximum; each model page lists every endpoint's own limit.

Are InclusionAI models open-weight?

68 of 71 tracked InclusionAI models publish downloadable weights (open weights). ModelCap labels weight availability from repository metadata, not whether the training stack is open source; the licence class is shown beside each row.

What is the newest InclusionAI model?

Ling 3.1 flash 1019, first listed on 27 October 2026 and currently ModelCap Index #52. New InclusionAI models appear here as soon as they pass automatic identity checks; the launches page tracks releases across every publisher.

Explore further