Suresh Sambandam engagement report
@sureshsambandam - 94K followers on X
Measured over 20 original posts from a 30-day window, last computed on September 18, 2026.
Engagement
A typical post picks up 62 interactions against 94K followers, an engagement rate of 0.067%. Measured over 20 original posts, its engagement rate beats 44% of 20,183 tracked accounts of a similar size, which puts it in the middle of its size range rather than at either end. Posts are seen about 3.2K times each, and 1.96% of those impressions turn into an interaction. That is about 3.40% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 1.2 post a day over the last 30 days, with activity on roughly 63% of days. Most posts go out around 04:00 UTC, and Tuesday is the busiest day of the week. Of the 20 posts sampled, 100% carry an image or video, 5% are part of a thread and 10% link out. The account's strongest tracked post pulled 8.9K interactions, about 143x its own typical post. Recurring topics include #intelligence, #jacinth, #khadimbatti.
Measured over 20 original posts from a 30-day window, last computed on September 18, 2026. Recurring tags: #intelligence, #jacinth, #khadimbatti.
Compared with accounts its own size
Suresh Sambandam's engagement rate beats 44% of the tracked X accounts closest to it in follower count (20,183 accounts, accounts of similar size (decile 7 of 10)). A percentile is spread evenly by construction, so 50 really is the middle of that group and 90 really is its top tenth.
On engagement per impression rather than per follower it beats 60% of the same group. When those two numbers disagree, the gap is about how far its posts travel rather than how people react to them.
Where this sits in the catalog
At 0.067%, Suresh Sambandam sits above the 25th percentile of the 202,175 accounts in this comparison. That places it in the below the median band, which runs 0.024% to 0.142%.
Show the percentile table
| Percentile | Engagement rate |
|---|---|
| 10th percentile | 0.004% |
| 25th percentile | 0.024% |
| 50th percentile | 0.142% |
| 75th percentile | 0.672% |
| 90th percentile | 2.54% |
| 99th percentile | 82.5% |
This ruler is the whole measured catalog, not a size-matched group: it shows where the raw rate falls across every account we can measure, all of which are large. For a like-for-like comparison, read the size-band percentile above instead. See how the bands are built
Posting timing
This account posts most often around 04:00 UTC, and Tuesday is its busiest day of the week. The bars below are the catalog-wide pattern, with this account's own busiest slot marked. They do not show how this account performs at each hour: we keep one aggregate per account, not one per hour, so that measurement does not exist in our data.
Show engagement by hour posted, utc as a table
| Hour (UTC) | Vs author median | Posts |
|---|---|---|
| 00:00 UTC | -1% | 89K |
| 01:00 UTC | -2% | 90K |
| 02:00 UTC | -3% | 88K |
| 03:00 UTC | -4% | 94K |
| 04:00 UTC | -5% | 76K |
| 05:00 UTC | -4% | 75K |
| 06:00 UTC | -5% | 86K |
| 07:00 UTC | -5% | 93K |
| 08:00 UTC | -4% | 108K |
| 09:00 UTC | -4% | 124K |
| 10:00 UTC | -3% | 129K |
| 11:00 UTC | -3% | 141K |
| 12:00 UTC | -3% | 154K |
| 13:00 UTC | -3% | 167K |
| 14:00 UTC | -4% | 173K |
| 15:00 UTC | -2% | 176K |
| 16:00 UTC | -3% | 171K |
| 17:00 UTC | -3% | 159K |
| 18:00 UTC | -2% | 149K |
| 19:00 UTC | -2% | 141K |
| 20:00 UTC | -1% | 131K |
| 21:00 UTC | 0% | 116K |
| 22:00 UTC | -2% | 100K |
| 23:00 UTC | -1% | 90K |
Show engagement by day of week as a table
| Day | Vs author median | Posts |
|---|---|---|
| Sunday | +5% | 393K |
| Monday | +1% | 483K |
| Tuesday | -2% | 520K |
| Wednesday | -3% | 472K |
| Thursday | -2% | 430K |
| Friday | -3% | 447K |
| Saturday | +2% | 393K |
Formats this account uses
Its own posting mix on the left, and what each of those formats does across every account we track on the right. Only formats where the effect clears our publish test appear here, so an empty row is a format we could not measure rather than one that does nothing.
| Format | This account | Catalog effect | 95% interval | Accounts behind it |
|---|---|---|---|---|
| Image or video | 100% of posts | +111% | +108% to +115% | 34K |
| Outbound link | 10% of posts | -41% | -42% to -40% | 32K |
| Typical length | - | -3% | -3% to -2% | 54K |
- 100% of this account's sampled posts carry an image or video. Across the catalog, posts with an image or video run 111% above the same accounts' other posts.
- 10% of its posts carry a link off X. Across the catalog, posts with an outbound link run 41% below the same accounts' other posts.
- Its average post runs 150 characters, which falls in the 80 - 180 characters band. Across the catalog, posts of 80 to 180 characters run 3% below the same accounts' other posts.
These are catalog-wide differences applied to this account's own posting mix, not a measurement of how each format performs for this account specifically. We keep one median per account, not one per format per account, so the second thing is not something this data can tell you.
Best tweets
- Sep 15, 2026143x their median
True. https://t.co/LEhOXwzS6Y
- Aug 12, 202699x their median
அதிகரிக்கும் மின் கட்டணம் - வீடியோ வெளியிட்டு நடிகை வைஷாலி ஆதங்கம்! #Vaishali | #CMVijay | #ElectricityBill | #EBBill https://t.co/Jrbgmf2Vn4
- Jul 24, 202682x their median
India just gave the whole internet a free lesson on the power of FOSS (Free and open-source software). The Home Ministry's cybercrime unit ordered GitHub to delete BitChat. Three hour deadline. Comply or face legal action. Here's the problem with that plan. BitChat runs on pure Bluetooth mesh. No internet. No SIM. No phone number. No central server. Protesters started using it precisely because the government kept shutting the internet off, and it just kept working. You cannot delete an app that's already living on people's phones and passing messages device to device. And the source code? Open source. Within hours it was mirrored to a decentralized platform. Every person who copies it becomes another node the order can't reach. This is the whole point of self custody thinking, applied to communication instead of money. You can serve a takedown to a company. There's a CEO, an office, a legal team, a single point of pressure. You cannot serve a takedown to a network that nobody owns. India didn't kill BitChat. It ran a live demo of why unkillable infrastructure exists. #FOSS #PrivacyIsNotACrime
- Jul 23, 202673x their median
this is so powerful!!! https://t.co/FXxDOoIGET
- Jul 26, 202639x their median
TamilLM has finished pre-training. 🎉 30 billion tokens. 57,221 steps. 1.5B parameters. ~48 hours of H100 time across two clusters (one of which our own safety guard assassinated 90 seconds after the first finish — the resumed re-run reproduced the lost model to four decimal places). Final report card, measured across ten registers of Tamil: 📜 Classical Sangam: 6.08 → 3.50 🕉️ Bhakti devotional: 6.66 → 3.67 📖 Literary prose: 4.69 → 2.87 🗞️ Modern formal: 4.52 → 2.69 Overall held-out loss: 4.61 → 2.84 The hard old registers — the reason this model exists — improved the most, all the way to the final step. Every checkpoint integrity-verified. Three copies on three storage domains before the GPUs go quiet. ~$2.2K all-in, failures and forensics included. It already completes the first Thirukkural from three words. Next: post-training, so it doesn't just continue Tamil — it converses in it. வளர்க தமிழ்🌱 P.S. Now looking for name suggestions for the model - as TamilLM is already taken on HF. Drop a comment with a model name - and the name with the most likes wins! 😃
- Aug 16, 202623x their median
Under the #DravdianModel govt steered by former CM @mkstalin, Tamil Nadu was not just growing, this glorious state was widening its lead too. The latest 2025–26 export data tells a powerful story. While all of India’s exports grew by just 0.92% in 2025–26, #TamilNadu’s exports grew 13.67% in a single year, reaching $59.31 billion. THAT is a staggering 15 times of India's. That makes Tamil Nadu India’s 3rd largest exporting State, contributing 13.43% of India’s total exports. But the bigger story is the five-year transformation❤️🔥 Tamil Nadu’s exports have risen from $35.17 billion in 2021–22 to $59.31 billion in 2025–26 which is a 68.6% increase ! That translates into a 13.96% CAGR the highest among India’s major exporting States🎊 THIS is what sustained industrial growth looks like and I am extremely happy to have played a small part in this awesome story. From electronics and automobiles to engineering, textiles, footwear, renewables and emerging high-tech sectors, Tamil Nadu’s manufacturing ecosystem is increasingly diversified and globally competitive👍🏾 The goal now cannot be merely to remain No.3 ! We must build on this momentum, deepen our manufacturing base and take Tamil Nadu towards becoming India’s No.1 exporting State. Tamil Nadu is ready for the next leap. Let's Go #BullishOnTN📈 #InvestInTN #JobsForTN #IndustrialGrowth
- Aug 25, 202619x their median
திமுகவின் முகத்திரை கிழிந்தது... கதற விட்டுட்டாரு @VMS_MUSTAFA_MLA https://t.co/cPIbXWP6sh
- Aug 26, 202616x their median
Comes from an unexpected place https://t.co/0SOzCbpZ11
- Sep 17, 202615x their median
https://t.co/8q89Ik4Lx2
- Jul 30, 202614x their median
https://t.co/nrxsK1wUkw
Ranked by total interactions across everything we have tracked for this account, which is a longer history than the 30-day window the rates above use. The multiple compares each post to this account's own median.
Recurring topics
The most frequent hashtags in the sampled posts. They describe what this account writes about; they are not a performance signal, and the catalog-wide breakdown on the hub shows how little hashtag count moves.
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Reading these numbers
A typical post picks up 62 interactions against 94K followers, an engagement rate of 0.067%. Measured over 20 original posts, its engagement rate beats 44% of 20,183 tracked accounts of a similar size, which puts it in the middle of its size range rather than at either end. Posts are seen about 3.2K times each, and 1.96% of those impressions turn into an interaction. That is about 3.40% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 1.2 post a day over the last 30 days, with activity on roughly 63% of days. Most posts go out around 04:00 UTC, and Tuesday is the busiest day of the week. Of the 20 posts sampled, 100% carry an image or video, 5% are part of a thread and 10% link out. The account's strongest tracked post pulled 8.9K interactions, about 143x its own typical post. Recurring topics include #intelligence, #jacinth, #khadimbatti.
- What is Suresh Sambandam's engagement rate on X?
- Suresh Sambandam (@sureshsambandam) has an engagement rate of 0.067%, based on the median interactions across 20 original posts from the last 30 days against 93,750 followers. Replies, reposts and quote-posts of other people are excluded from that sample.
- Is that a good engagement rate?
- At 0.067%, Suresh Sambandam sits above the 25th percentile of the 202,175 accounts in this comparison. Those comparison accounts are all large ones, because our scanning cadence is weighted towards big accounts, so this is a ranking among peers of similar scale rather than a ranking across X.
- Does @sureshsambandam have real engagement?
- Its engagement rate beats 44% of the tracked X accounts closest to it in follower count (20,183 accounts), which puts it in the middle of its size range group. Ranking inside a size band matters because engagement rate falls as accounts grow, so a raw rate would mostly re-measure the follower count. It is a starting point for a look at follower quality, not a verdict on it.
- When does @sureshsambandam post?
- Most posts go out around 04:00 UTC, and Tuesday is its busiest day, at roughly 1.17 posts per day across the measured window.