How did Ant Ling Ling-3.1-flash do on X?
Ant Ling posted the Ling-3.1-flash launch from @AntLingAGI on Sep 30, 2026. The post has 1,569,023 views, 2,123 likes, 184 reposts, 107 quotes and 123 replies, an engagement rate of 0.16%. It ranks #428 of the 2839 launches Gridd tracks.
Meet Ling-3.1-flash: ~560B total params, ~25B active/token, up to 1M-token context. We plan to open-source the model soon. Across work, coding & healthcare: 1,673 Elo on GDPVal-AA v2.1, 75.16 on FrontierSWE, and 65.35 on HealthBench Professional.

- 9.0xthe median launch175K median views
- #428of the launches we trackout of 2839
- 97xits own following16,216 followers
- Views
- 1.6M
- Likes
- 2.1K
- Reposts
- 184
- Quotes
- 107
- Replies
- 123
- Bookmarks
- 430
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, 1.6M views would cost $157K. At Gridd's rate of about $25 per 1,000 views, the same views would cost about $39K.
The post reached about 97 views for every follower of @AntLingAGI.
What launched?
Ant Ling launched Ling-3.1-flash, a model with about 560B total parameters, about 25B active per token and up to 1M-token context.
How does it compare with other launches?
Ant Ling Ling-3.1-flash has more views than 85% of the 2839 launches Gridd tracks: 9.0x the median launch's 175K views.
- Ant Ling Ling-3.1-flash1.6M
- Median tracked launch175K
- #1: xAI Voice Cloning204M
| Metric | Ant Ling Ling-3.1-flash | Median launch |
|---|---|---|
| Views | 1.6M | 175K |
| Engagement rate | 0.16% | 0.48% |
| Views per follower | 97 | 2.8 |
| Quote posts | 107 | 27 |
| Saves per 10K views | 2.7 | 14.2 |
Other Ant Ling launches we track: 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), Ant Ling Ling-3.2-flash (622.2K 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 | 6.0x | #265 |
| Accounts 10K to 100K followers | 1,135 | 99.4K | 16x | #128 |
| Image launch posts | 620 | 143.1K | 11x | #82 |
| Every launch | 2,839 | 175K | 9.0x | #428 |
What this launch shows
From an account with 16.2K followers, the post reached 97 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 31 times further than usual for its size. It ranks 128 of 1135 launches from accounts that size.
It drew 107 quote posts, 0.7 per 10,000 views against a median of 1.7. Fewer 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 "Meet Ling-3.1-flash: ~560B total params, ~25B active/token, up to 1M-token context.". The post runs 36 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 Wednesday (UTC). Wednesday launches have a median of 178.8K 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-3.1-flash launch from @AntLingAGI on Sep 30, 2026.
- How many views did Ant Ling Ling-3.1-flash get on X?
- 1,569,023 views. Ant Ling posted it from @AntLingAGI on Sep 30, 2026, and the post has 2,123 likes, 184 reposts, 107 quotes, 123 replies and 430 bookmarks. Gridd re-reads these numbers from the post every six hours; these were read on Nov 14, 2026.
- Was Ant Ling Ling-3.1-flash a big launch on X?
- It ranks #428 of the 2839 launches Gridd tracks, with more views than 85% of them and 9.0x the median launch's 175K views. Its engagement rate is 0.16%, against a median of 0.48%.
- What would 1.6M 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, 1.6M views would cost $157K. At Gridd's rate of about $25 per 1,000 views, the same views would cost about $39K.
Source: Gridd launch tracker, gridd.agency/launches/ant-ling-ling-3-1-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.
