How did Sparkoh Arko-T do on X?
Sparkoh posted the Arko-T launch from @sparkohai on Jul 5, 2026. The post has 1,226,732 views, 360 likes, 141 reposts, 243 quotes and 111 replies, an engagement rate of 0.07%. It ranks #514 of the 2839 launches Gridd tracks.
Introducing Arko-T — a 4B model that turns natural-language intent into executable, parametric Physical-3D programs. Most text-to-3D models generate shapes. Arko-T generates designs. We benchmarked Arko-T against 7 frontier LLMs across 12 metrics on Text2CAD-Bench. #1 on 8 of 12 metrics. #2 on 3 more. Arko-T is not yet available in Sparkoh. Product integration will come in a future update. In the meantime, we’d also love for you to explore Sparkoh and try our current product. Read the paper: https://arxiv.org/pdf/2606.30429 Project page: https://arxiv.org/abs/2606.30429 Try Arko-T in Sparkoh: http://sparkoh.ai 📷
- 7.0xthe median launch175K median views
- #514of the launches we trackout of 2839
- 2247xits own following546 followers
- Views
- 1.2M
- Likes
- 360
- Reposts
- 141
- Quotes
- 243
- Replies
- 111
- Bookmarks
- 104
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, 1.2M views would cost $123K. At Gridd's rate of about $25 per 1,000 views, the same views would cost about $31K.
The post reached about 2247 views for every follower of @sparkohai.
What launched?
Sparkoh introduced Arko-T, a 4B model that turns natural-language intent into executable parametric Physical-3D programs.
How does it compare with other launches?
Sparkoh Arko-T has more views than 82% of the 2839 launches Gridd tracks: 7.0x the median launch's 175K views.
- Sparkoh Arko-T1.2M
- Median tracked launch175K
- #1: xAI Voice Cloning204M
| Metric | Sparkoh Arko-T | Median launch |
|---|---|---|
| Views | 1.2M | 175K |
| Engagement rate | 0.07% | 0.48% |
| Views per follower | 2247 | 2.8 |
| Quote posts | 243 | 27 |
| Saves per 10K views | 0.8 | 14.2 |
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 | 4.7x | #323 |
| Accounts under 10K followers | 571 | 131K | 9.4x | #68 |
| Image launch posts | 620 | 143.1K | 8.6x | #103 |
| Every launch | 2,839 | 175K | 7.0x | #514 |
What this launch shows
From an account with 546 followers, the post reached 2,247 times the account's following. Launches from accounts under 10K followers reach a median of 61 times their following, so this one went about 37 times further than usual for its size. It ranks 68 of 571 launches from accounts that size.
It drew 243 quote posts, 2.0 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 Arko-T — a 4B model that turns natural-language intent into executable, parametric Physical-3D programs.". The post runs 86 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 a link in the post. Launch posts with a link have a median of 160.8K views in the tracker.
It went out on a Sunday (UTC). Sunday launches have a median of 153.1K 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 Sparkoh?
- In its own words on X: "Start Creating Today: Imagine, Design, Produce — Transform Text / 2D Drawing into 3D Models." Sparkoh posted the Arko-T launch from @sparkohai on Jul 5, 2026.
- How many views did Sparkoh Arko-T get on X?
- 1,226,732 views. Sparkoh posted it from @sparkohai on Jul 5, 2026, and the post has 360 likes, 141 reposts, 243 quotes, 111 replies and 104 bookmarks. Gridd re-reads these numbers from the post every six hours; these were read on Nov 14, 2026.
- Was Sparkoh Arko-T a big launch on X?
- It ranks #514 of the 2839 launches Gridd tracks, with more views than 82% of them and 7.0x the median launch's 175K views. Its engagement rate is 0.07%, against a median of 0.48%.
- What would 1.2M 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, 1.2M views would cost $123K. At Gridd's rate of about $25 per 1,000 views, the same views would cost about $31K.
Source: Gridd launch tracker, gridd.agency/launches/sparkoh-arko-t, 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.