inclusionAI models

14 models7 current7 older14 open weights
Catalog view
#14of 133Ling 3.1 Flash?Agents · AutomationBench-AA
Oct 1, 2026Ling 3.1 Flashnewest release
$0.06 / $0.18Ling 3.0 Flash VL?cheapest · per 1M in / out
6categories ranked?Chat · Coding · Agents …

Current lineup?

Chat & Knowledge

Humanity's Last Exam · 334 ranked
Full ranking →
RankModelScoreIn / out
#48 of 334Ling 3.1 Flash39.4$0.30 / $0.90#109 of 334Ling 3.0 Flash Fin22.6$0.06 / $0.18#114 of 334Ling 3.0 Flash VL22$0.06 / $0.18#116 of 334Ring 2.6 1T21.6$0.13 / $1.10#197 of 334Ring Flash 2.09.6—#201 of 334Ling 3.0 Tiny9.3—

Coding

Terminal-Bench 4.0 · 132 ranked
Full ranking →
RankModelScoreIn / out
#18 of 132Ling 3.1 Flash33.3$0.30 / $0.90#63 of 132Ring 2.6 1T0.5$0.13 / $1.10#75 of 132Ling 3.0 Flash VL0$0.06 / $0.18#75 of 132Ling 3.0 Flash Fin0$0.06 / $0.18#75 of 132Ling 3.0 Tiny0—

Agents & Tool Use

AutomationBench-AA · 133 ranked
Full ranking →
RankModelScoreIn / out
#14 of 133Ling 3.1 Flash61.7$0.30 / $0.90#66 of 133Ling 3.0 Flash VL15.7$0.06 / $0.18#75 of 133Ling 3.0 Flash Fin7.4$0.06 / $0.18#115 of 133Ring 2.6 1T0.7$0.13 / $1.10#126 of 133Ling 3.0 Tiny0.3—

Writing & Language

Arena Text · creative writing · 195 ranked
Full ranking →
RankModelEloIn / out
#157 of 195Ring Flash 2.01,256—

Vision & Documents

MMMU-Pro (vision) · 124 ranked
Full ranking →
RankModelScoreIn / out
#27 of 124Ling 3.0 Flash VL79$0.06 / $0.18

Image Generation & Editing

AA Image Arena · text-to-image v2.1 · 93 ranked
Full ranking →
RankModelEloPrice
#43 of 93Ming Image 0.1 Design999$0.03 / image

inclusionAI API pricing?

ModelInputOutputCache readContextReleased ↓Status
Ling 3.1 Flash
h$0.30$0.90—1MOct 2026
Ling 3.0 Flash Fin
h$0.06$0.18—262KSep 2026
Ling 3.0 Flash VL
h$0.06$0.18—262KSep 2026
Ling 3.0 Flash
Older
h$0.06$0.18—262KAug 2026Older
Ring 2.6 1T
h!$0.13$1.10—128KMay 2026
Ring 1T
Older
h!$0.57$2.29—64KOct 2025Older
Ling 1T
Older
h!$0.57$2.29—32KOct 2025Older
Ling Flash 2.0
Older
h$0.14$0.57—32KSep 2025Older
5 more without a listed priceFull inclusionAI pricing: cache, batch, FAQ →

Model lines?

Ling FlashRingLing
10203040 Nov ’25Jan ’26Mar ’26May ’26Jul ’26Sep ’26 Release date Humanity's Last Exam
10203040 Jan ’26Jul ’26 Release date Humanity's Last Exam

Retired & older

ModelStatusReplace withStill onReleased
Ling 3.0 Flash
Superseded
Superseded
Ling 3.1 Flashvs
OpenRouterAug 2026
Ling 2.6 1T
Superseded
Superseded
Ling 3.1 Flashvs
—Apr 2026
Ling 2.6 Flash
Superseded
Superseded
Ling 3.1 Flashvs
—Apr 2026
Ring 1T
Superseded
Superseded
Ring 2.6 1Tvs
—Oct 2025
Ling 1T
Superseded
Superseded
Ling 3.1 Flashvs
—Oct 2025
Ling Flash 2.0
Superseded
Superseded
Ling 3.1 Flashvs
—Sep 2025
Ling Mini 2.0
Superseded
Superseded
Ling 3.0 Tinyvs
—Sep 2025

Compare inclusionAI models?

Ring 2.6 1TvsLing 3.1 Flash18% cheaper · +8,501% scoreLing 3.1 FlashvsLing 3.0 Flash VL80% cheaper · −75% scoreLing 3.0 Flash VLvsLing 3.0 Flash Finsame price · −53% scoreLing 3.1 FlashvsLing 3.0 Flash80% cheaper · −95% score

Competitor labs?

in Agents & Tool Use