How did Sarvam Prism do on X?
Sarvam posted the Sarvam Prism launch from @SarvamAI on Nov 3, 2026. The post has 184,090 views, 3,200 likes, 457 reposts, 138 quotes and 137 replies, an engagement rate of 2.14%. It ranks #1400 of the 2839 launches Gridd tracks.
Today we’re releasing Sarvam Prism, a System One model built on Sarvam 105B for fast, accurate decisions across enterprise workflows. It scores 71.8 with a median response time of 44 milliseconds, the highest average score among decision models that respond in under 100 milliseconds.

- 1.1xthe median launch175K median views
- #1400of the launches we trackout of 2839
- 2.1xits own following87,222 followers
- Views
- 184.1K
- Likes
- 3.2K
- Reposts
- 457
- Quotes
- 138
- Replies
- 137
- Bookmarks
- 322
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, 184.1K views would cost $18K. Gridd guarantees one million views, 5.4x what this post got, for about $25K.
The post reached about 2.1 views for every follower of @SarvamAI.
What launched?
Sarvam released Sarvam Prism, a System One decision model built on Sarvam 105B for fast, accurate decisions across enterprise workflows.
How does it compare with other launches?
Sarvam Prism has more views than 51% of the 2839 launches Gridd tracks: 1.1x the median launch's 175K views.
- Sarvam Prism184.1K
- Median tracked launch175K
- #1: xAI Voice Cloning204M
| Metric | Sarvam Prism | Median launch |
|---|---|---|
| Views | 184.1K | 175K |
| Engagement rate | 2.14% | 0.48% |
| Views per follower | 2.1 | 2.8 |
| Quote posts | 138 | 27 |
| Saves per 10K views | 17.5 | 14.2 |
Other Sarvam launches we track: Sarvam AI Saaras V4 (219.9K views), Sarvam Bulbul V4 Flash (162K views) and Sarvam AI Sarvam MCP Server (77.5K views). All 4 Sarvam 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 | 70% | #831 |
| Accounts 10K to 100K followers | 1,135 | 99.4K | 1.9x | #427 |
| Image launch posts | 620 | 143.1K | 1.3x | #287 |
| Every launch | 2,839 | 175K | 1.1x | #1400 |
What this launch shows
From an account with 87.2K followers, the post reached 2.1 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 68% as far as usual for its size. It ranks 427 of 1135 launches from accounts that size.
It drew 138 quote posts, 7.5 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 "Today we’re releasing Sarvam Prism, a System One model built on Sarvam 105B for fast, accurate decisions across enterprise workflows.". The post runs 44 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 Tuesday (UTC). Tuesday launches have a median of 192.3K views, the strongest day in the tracker.
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 Sarvam?
- In its own words on X: "Building the bedrock of Sovereign AI for India Experience Sarvam at" Sarvam posted the Sarvam Prism launch from @SarvamAI on Nov 3, 2026.
- How many views did Sarvam Prism get on X?
- 184,090 views. Sarvam posted it from @SarvamAI on Nov 3, 2026, and the post has 3,200 likes, 457 reposts, 138 quotes, 137 replies and 322 bookmarks. Gridd re-reads these numbers from the post every six hours; these were read on Nov 14, 2026.
- Was Sarvam Prism a big launch on X?
- It ranks #1400 of the 2839 launches Gridd tracks, with more views than 51% of them and 1.1x the median launch's 175K views. Its engagement rate is 2.14%, against a median of 0.48%.
- What would 184.1K 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, 184.1K views would cost $18K. Gridd guarantees one million views, 5.4x what this post got, for about $25K.
Source: Gridd launch tracker, gridd.agency/launches/sarvam-prism, 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.
