In its own words on X: "MoE model series with foundation (Ling), reasoning (Ring) and any-to-any (Ming) from Ant Group’s AGI initiative, @TheInclusionAI." Ant Ling posted the Ling-3.2-flash launch from @AntLingAGI on Nov 5, 2026.

How many views did Ant Ling Ling-3.2-flash get on X?

622,167 views. Ant Ling posted it from @AntLingAGI on Nov 5, 2026, and the post has 1,273 likes, 115 reposts, 138 quotes, 96 replies and 277 bookmarks. Gridd re-reads these numbers from the post every six hours; these were read on Nov 14, 2026.

Was Ant Ling Ling-3.2-flash a big launch on X?

It ranks #761 of the 2839 launches Gridd tracks, with more views than 73% of them and 3.6x the median launch's 175K views. Its engagement rate is 0.26%, against a median of 0.48%.

How did Ant Ling Ling-3.2-flash do on X?

Ant Ling posted the Ling-3.2-flash launch from @AntLingAGI on Nov 5, 2026. The post has 622,167 views, 1,273 likes, 115 reposts, 138 quotes and 96 replies, an engagement rate of 0.26%. It ranks #761 of the 2839 launches Gridd tracks.

Ant Ling Ling-3.2-flash launch post media — Nov 5, 2026 · 622,167 views

3.6xthe median launch175K median views
#761of the launches we trackout of 2839
38xits own following16,217 followers

Views: 622.2K
Likes: 1.3K
Reposts: 115
Quotes: 138
Replies: 96
Bookmarks: 277

What would these views cost to buy?

At $100 per 1,000 views, the rate a brand pays an agency charging $100K for one million views, 622.2K views would cost $62K. Gridd guarantees one million views, 1.6x what this post got, for about $25K.

The post reached about 38 views for every follower of @AntLingAGI.

What launched?

Ant Ling launched Ling-3.2-flash, a native multimodal model with 560B total and 25B active parameters, aimed at visual understanding, multimodal agents and medical tasks.

How does it compare with other launches?

Ant Ling Ling-3.2-flash has more views than 73% of the 2839 launches Gridd tracks: 3.6x the median launch's 175K views.

Ant Ling Ling-3.2-flash622.2K
Median tracked launch175K
#1: xAI Voice Cloning204M

Views on the launch post, read from X on Nov 14, 2026.

Metric	Ant Ling Ling-3.2-flash	Median launch
Views	622.2K	175K
Engagement rate	0.26%	0.48%
Views per follower	38	2.8
Quote posts	138	27
Saves per 10K views	4.5	14.2

Other Ant Ling launches we track: Ant Ling Ling-3.1-flash (1.6M views), Ant Ling Ling-3.0-flash-Sante (1.4M views), Ant Ling Ling-3.1-flash-1019 (1.1M views), Ant Ling Ling-3.0-flash-Fin quantized (656.1K views) and Ant Ling Weight Cache Daemon for SGLang (224.1K views). All 6 Ant Ling launches, or every ai launch.

Against launches like it

A launch only means something against comparable ones. These are the groups it belongs to, and where it sits in each.

Compared with	Launches	Median views	This one	Rank
AI launches	1,462	263K	2.4x	#482
Accounts 10K to 100K followers	1,135	99.4K	6.3x	#222
Image launch posts	620	143.1K	4.3x	#142
Every launch	2,839	175K	3.6x	#761

What this launch shows

From an account with 16.2K followers, the post reached 38 times the account's following. Launches from accounts 10K to 100K followers reach a median of 3.1 times their following, so this one went about 12 times further than usual for its size. It ranks 222 of 1135 launches from accounts that size.

It drew 138 quote posts, 2.2 per 10,000 views against a median of 1.7. More people than usual added their own take, and a quote post is what carries a launch to audiences the account does not have.

The first line is "Introducing Ling-3.2-flash, Ant Ling's native multimodal model: 560B total / 25B active parameters.". The post runs 49 words, against a median of 39 for launch posts here, and leads with an image: image launches have a median of 143.1K views, against 186.1K for the rest.

There is no link in the post. Launch posts without a link have a median of 184.9K views in the tracker.

It went out on a Thursday (UTC). Thursday launches have a median of 162.1K views; the strongest day is Tuesday at 192.3K.

Every comparison is against the 2839 launches in the tracker, read on Nov 14, 2026. Medians, not averages. See the state of launches on X for the full breakdown.

Questions about this launch

What is Ant Ling?: In its own words on X: "MoE model series with foundation (Ling), reasoning (Ring) and any-to-any (Ming) from Ant Group’s AGI initiative, @TheInclusionAI." Ant Ling posted the Ling-3.2-flash launch from @AntLingAGI on Nov 5, 2026.
How many views did Ant Ling Ling-3.2-flash get on X?: 622,167 views. Ant Ling posted it from @AntLingAGI on Nov 5, 2026, and the post has 1,273 likes, 115 reposts, 138 quotes, 96 replies and 277 bookmarks. Gridd re-reads these numbers from the post every six hours; these were read on Nov 14, 2026.
Was Ant Ling Ling-3.2-flash a big launch on X?: It ranks #761 of the 2839 launches Gridd tracks, with more views than 73% of them and 3.6x the median launch's 175K views. Its engagement rate is 0.26%, against a median of 0.48%.
What would 622.2K views on X cost to buy?: At $100 per 1,000 views, the rate a brand pays an agency charging $100K for one million views, 622.2K views would cost $62K. Gridd guarantees one million views, 1.6x what this post got, for about $25K.

Source: Gridd launch tracker, gridd.agency/launches/ant-ling-ling-3-2-flash, read from the post on X on Nov 14, 2026. Free to cite with a link (CC BY 4.0). Get every launch as JSON.