How did Ant Ling Ling-3.0-flash-Sante do on X?
Ant Ling posted the Ling-3.0-flash-Sante launch from @AntLingAGI on Sep 4, 2026. The post has 1,392,311 views, 454 likes, 79 reposts, 54 quotes and 54 replies, an engagement rate of 0.05%. It ranks #467 of the 2839 launches Gridd tracks.
Today, we’re introducing Ling-3.0-flash-Sante — an MoE model enhanced for health and medicine, built on Ling-3.0-flash. Inspired by the French word “santé,” meaning “health,” Sante is built for real-world healthcare tasks spanning medical reasoning, professional healthcare tasks, deep research, and evidence-based retrieval. Sante shows competitive results across MedXpertQA-Text, DiagnosisArena-MCQ, AFUMED-Drug, HealthBench Professional, and BrowseComp, with leading performance among open-source models and results competitive with flagship models. Here’s to better health — Santé! More below ↓
- 8.0xthe median launch175K median views
- #467of the launches we trackout of 2839
- 86xits own following16,216 followers
- Views
- 1.4M
- Likes
- 454
- Reposts
- 79
- Quotes
- 54
- Replies
- 54
- Bookmarks
- 184
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, 1.4M views would cost $139K. At Gridd's rate of about $25 per 1,000 views, the same views would cost about $35K.
The post reached about 86 views for every follower of @AntLingAGI.
What launched?
Ant Ling introduced Ling-3.0-flash-Sante, a mixture-of-experts model built on Ling-3.0-flash and enhanced for health and medicine tasks.
How does it compare with other launches?
Ant Ling Ling-3.0-flash-Sante has more views than 84% of the 2839 launches Gridd tracks: 8.0x the median launch's 175K views.
- Ant Ling Ling-3.0-flash-Sante1.4M
- Median tracked launch175K
- #1: xAI Voice Cloning204M
| Metric | Ant Ling Ling-3.0-flash-Sante | Median launch |
|---|---|---|
| Views | 1.4M | 175K |
| Engagement rate | 0.05% | 0.48% |
| Views per follower | 86 | 2.8 |
| Quote posts | 54 | 27 |
| Saves per 10K views | 1.3 | 14.2 |
Other Ant Ling launches we track: Ant Ling Ling-3.1-flash (1.6M 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 | 5.3x | #288 |
| Accounts 10K to 100K followers | 1,135 | 99.4K | 14x | #137 |
| Image launch posts | 620 | 143.1K | 9.7x | #91 |
| Every launch | 2,839 | 175K | 8.0x | #467 |
What this launch shows
From an account with 16.2K followers, the post reached 86 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 28 times further than usual for its size. It ranks 137 of 1135 launches from accounts that size.
It drew 54 quote posts, 0.4 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 "Today, we’re introducing Ling-3.0-flash-Sante — an MoE model enhanced for health and medicine, built on Ling-3.0-flash.". The post runs 75 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 Friday (UTC). Friday launches have a median of 162.2K 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-3.0-flash-Sante launch from @AntLingAGI on Sep 4, 2026.
- How many views did Ant Ling Ling-3.0-flash-Sante get on X?
- 1,392,311 views. Ant Ling posted it from @AntLingAGI on Sep 4, 2026, and the post has 454 likes, 79 reposts, 54 quotes, 54 replies and 184 bookmarks. Gridd re-reads these numbers from the post every six hours; these were read on Nov 14, 2026.
- Was Ant Ling Ling-3.0-flash-Sante a big launch on X?
- It ranks #467 of the 2839 launches Gridd tracks, with more views than 84% of them and 8.0x the median launch's 175K views. Its engagement rate is 0.05%, against a median of 0.48%.
- What would 1.4M 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, 1.4M views would cost $139K. At Gridd's rate of about $25 per 1,000 views, the same views would cost about $35K.
Source: Gridd launch tracker, gridd.agency/launches/ant-ling-ling-3-0-flash-sante, 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.