How did Ant Ling Ling-3.0-flash-Fin quantized do on X?
Ant Ling posted the Ling-3.0-flash-Fin quantized launch from @AntLingAGI on Sep 14, 2026. The post has 656,137 views, 177 likes, 45 reposts, 25 quotes and 43 replies, an engagement rate of 0.04%. It ranks #733 of the 2839 launches Gridd tracks.
Three quantized versions of Ling-3.0-flash-Fin are now available: FP8, FP4 and INT4. If you’re building real-world financial workflows, you can choose the version that best fits your infrastructure, memory and efficiency needs. 🧵

- 3.7xthe median launch175K median views
- #733of the launches we trackout of 2839
- 40xits own following16,216 followers
- Views
- 656.1K
- Likes
- 177
- Reposts
- 45
- Quotes
- 25
- Replies
- 43
- Bookmarks
- 51
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, 656.1K views would cost $66K. Gridd guarantees one million views, 1.5x what this post got, for about $25K.
The post reached about 40 views for every follower of @AntLingAGI.
What launched?
Ant Ling released three quantized versions of Ling-3.0-flash-Fin in FP8, FP4 and INT4 for financial workflows.
How does it compare with other launches?
Ant Ling Ling-3.0-flash-Fin quantized has more views than 74% of the 2839 launches Gridd tracks: 3.7x the median launch's 175K views.
- Ant Ling Ling-3.0-flash-Fin quantized656.1K
- Median tracked launch175K
- #1: xAI Voice Cloning204M
| Metric | Ant Ling Ling-3.0-flash-Fin quantized | Median launch |
|---|---|---|
| Views | 656.1K | 175K |
| Engagement rate | 0.04% | 0.48% |
| Views per follower | 40 | 2.8 |
| Quote posts | 25 | 27 |
| Saves per 10K views | 0.8 | 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-3.2-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 | 2.5x | #463 |
| Accounts 10K to 100K followers | 1,135 | 99.4K | 6.6x | #214 |
| Image launch posts | 620 | 143.1K | 4.6x | #138 |
| Every launch | 2,839 | 175K | 3.7x | #733 |
What this launch shows
From an account with 16.2K followers, the post reached 40 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 13 times further than usual for its size. It ranks 214 of 1135 launches from accounts that size.
It drew 25 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 "Three quantized versions of Ling-3.0-flash-Fin are now available: FP8, FP4 and INT4.". The post runs 33 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 Monday (UTC). Monday launches have a median of 181.4K 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-Fin quantized launch from @AntLingAGI on Sep 14, 2026.
- How many views did Ant Ling Ling-3.0-flash-Fin quantized get on X?
- 656,137 views. Ant Ling posted it from @AntLingAGI on Sep 14, 2026, and the post has 177 likes, 45 reposts, 25 quotes, 43 replies and 51 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-Fin quantized a big launch on X?
- It ranks #733 of the 2839 launches Gridd tracks, with more views than 74% of them and 3.7x the median launch's 175K views. Its engagement rate is 0.04%, against a median of 0.48%.
- What would 656.1K 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, 656.1K views would cost $66K. Gridd guarantees one million views, 1.5x what this post got, for about $25K.
Source: Gridd launch tracker, gridd.agency/launches/ant-ling-ling-3-0-flash-fin-quantized, 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.
