Accounts under 10,000 followers top our virality score in all five categories and post the fewest views

In Education the middle video from an under-10,000 account drew 7,309 views and the middle video from an over-1M account drew 196,909, from 3,293 videos published in the 90 days to 14 August 2026.

90 days to 14 August 2026 for the video bands, plus a same-day sample of creator accounts

4.4× to 26.9×
How much further the middle over-1M video travelled than the middle under-10,000 video, across the five categories
5 of 5
Categories where the under-10,000 band holds the top median virality
3,293
Videos carrying a follower count in the five-category draw

3,293 videos with a follower count, across five categories · 90 days to 14 August 2026

In all five app categories we measured, our own virality score ranks accounts under 10,000 followers first and their median view counts rank them last. The middle video from an account over 1M drew 4.4 to 26.9 times as many views as the middle video from an account under 10,000.

We took 3,293 videos published in the 90 days to 14 August 2026, matched to an app in one of five categories, and split them by the follower count of the account that posted them. Median views rise across the four bands in all five categories. Median virality falls across the same four bands in all five.

Half the weight in our virality score is views divided by followers, with followers floored at 1,000. The band that scores highest is the band the score is built to favour. The views column is the one that is not weighted by account size, and it points at the large accounts.

Median views rise with follower count in every category we measured

Videos published in the 90 days to 14 August 2026, bucketed by the follower count recorded on the account at scrape time.

Every band in every category, with the number of videos it was computed from. Median views and median virality come from the same rows.

CategoryFollower bandVideosMedian viewsMedian viralityMedian followers
EducationUnder 10,0001757,30930.71,409
Education10,000 to 100,00011016,15521.438,065
Education100,000 to 1M20423,04515.6316,333
EducationOver 1M128196,90919.94,658,032
FinanceUnder 10,00015416,79439.12,588
Finance10,000 to 100,00018918,50024.634,741
Finance100,000 to 1M26948,10019.4243,601
FinanceOver 1M63163,33918.22,556,381
Health & FitnessUnder 10,00017822,80043.52,607
Health & Fitness10,000 to 100,00015924,50023.040,076
Health & Fitness100,000 to 1M25254,77917.7297,867
Health & FitnessOver 1M119142,80720.21,988,994
Photo & VideoUnder 10,00018519,30041.52,422
Photo & Video10,000 to 100,00018126,90025.429,335
Photo & Video100,000 to 1M23427,48618.7242,530
Photo & VideoOver 1M8084,13018.02,551,931
ProductivityUnder 10,00018510,60036.51,706
Productivity10,000 to 100,00015719,90022.538,866
Productivity100,000 to 1M18931,32819.4305,484
ProductivityOver 1M82194,63518.01,407,601

Views are read as the greater of the two view fields, because TikTok reports its views in the play column and leaves the other null. Medians are rounded to the nearest view and virality to one decimal. Medians are never pooled across categories: a median cannot be computed from four other medians, and this file holds no video rows.

3,293 videos with a follower count, across five categories · 90 days to 14 August 2026

The views column is monotonic in all five categories. Each band up the ladder posts a higher median than the one below it, with no exception in 20 cells.

The size of the step is what differs. In Photo & Video the over-1M median is 84,130 against 19,300 for the under-10,000 band, a factor of 4.4. In Education it is 196,909 against 7,309, a factor of 26.9. Education also holds the largest median follower count of any cell here, at 4,658,032.

The virality column is monotonic in three of the five. In Health & Fitness and Education it falls to a floor at the 100,000-to-1M band and ticks back up above 1M: 17.7 to 20.2 in Health & Fitness, 15.6 to 19.9 in Education.

Median views of the middle over-1M video divided by the middle under-10,000 video, per category. Both medians and the video counts behind them are in the table above.

The figures behind this chart
Education26.9
Productivity18.4
Finance9.7
Health & Fitness6.3
Photo & Video4.4

3,293 videos with a follower count, across five categories · 90 days to 14 August 2026

The virality gap is what the score was built to produce

What half the weight in a 0-100 score does to a ranking when the accounts differ by three orders of magnitude.

Virality is Apptonic's own 0-100 score, weighted toward view-to-follower breakout and recency. It measures what is travelling now, not lifetime performance, and it is a ranking signal, not a platform-reported metric.

Half that weight is views divided by followers, with followers floored at 1,000. A video from a 2,422-follower account scores on the ratio it produces. A video from a 2,551,931-follower account is divided by 2,551,931. The under-10,000 band is not beating the over-1M band on this measure so much as being measured on a different denominator.

That is the reason we print two columns and never merge them. The virality column answers whether a post escaped the audience the account already had. The views column answers how many people saw it.

The score agrees with itself, which is not evidence

Our virality model puts half its weight on views divided by followers, so a small-creator advantage in that column is partly built into the metric by construction. This page is not independent evidence that small accounts win. It is a public statement of what the score is designed to reward, printed beside the one column that is not weighted by account size. If you are buying reach, read median views. If you are looking for posts that travel beyond the account behind them, read median virality, and read the follower count in the same row before you believe it.

Five small posts beat one large post in one category of the five

Five times the under-10,000 median against the over-1M median, per category, on the same rows as the table above.

The arithmetic a founder with one budget does. It assumes five under-10,000 posts cost what one over-1M post costs, which is an assumption and not a figure we hold.

CategoryFive posts at the under-10,000 medianOne post at the over-1M medianHigher of the two
Photo & Video96,50084,130The five small posts
Health & Fitness114,000142,807The one large post
Finance83,970163,339The one large post
Productivity53,000194,635The one large post
Education36,545196,909The one large post

Five medians added together is not the expected total of five posts. View distributions have long right tails, so a portfolio of five posts is decided by its best one, and a median cannot see that. This file carries no percentiles for the video bands, so the comparison stops at the middle video.

3,293 videos with a follower count, across five categories · 90 days to 14 August 2026

Photo & Video is the one category where the five small posts add up to more, at 96,500 against 84,130. It is also the category with the smallest gap between the bands.

Productivity and Education go the other way by a wide margin. Five under-10,000 posts come to 53,000 and 36,545 median views; one over-1M post returns 194,635 and 196,909.

What this does not price is the difference in what you are buying. A brand account with 3M followers is a different transaction from five accounts with 2,000 followers each, and we hold no rate cards, no brief terms and no usage rights for either.

The accounts themselves differ by more than their follower counts

100 accounts sampled per band, newest activity first, each with two or more videos in the library.

The account-level sample, which measures whether small accounts are better bets, against the video-level table above, which measures whether their posts do better.

Follower bandMedian followersMedian account viralityMedian account engagementMedian videos in libraryPromoted more than one appClassified as a brand account
Under 10,0003,70831.72.61%1119 of 10057 of 100
10,000 to 100,00050,84720.72.23%5524 of 10089 of 100
100,000 to 1M371,45018.02.28%6828 of 10090 of 100
Over 1M2,945,99420.53.28%7945 of 10097 of 100

Engagement is the average engagement rate our creator statistics table records for the account across its videos in our library. We do not publish the formula behind it, so read it as a relative figure across these four rows and not as an absolute one. Videos in library counts what we hold for the account, not what the account has posted.

400 creator accounts, 100 per follower band · Snapshot of 14 August 2026

The account-level sample repeats the video-level virality shape and adds two things the video rows cannot show.

The separation is close to total. 97 of the 100 sampled accounts under 10,000 followers score above 20.5, which is the median for the over-1M band. The highest-scoring over-1M account in the sample reached 30.2, below the under-10,000 band's median of 31.7. A score built on views divided by followers separates by followers, and this is what that looks like at the account level.

The engagement column moves the other way. The over-1M band holds the highest median at 3.28%, above the under-10,000 band's 2.61%. It is the one column here where the largest accounts lead.

Big accounts have taken money from more apps. 45 of the 100 sampled accounts over 1M have promoted more than one app in our library, against 19 of 100 under 10,000. 97 of 100 over 1M are classified as brand accounts, against 57 of 100 under 10,000, so the bands differ in what kind of account they contain and not only in size.

The small band is mostly TikTok and the large bands are mostly Instagram

Platform mix of the 3,293 videos, by follower band, pooled across the five categories.

83.8%
TikTok share of the 877 under-10,000 videos
68.1%
TikTok share of the 796 videos from 10,000 to 100,000
42.0%
TikTok share of the 1,148 videos from 100,000 to 1M
41.5%
TikTok share of the 472 over-1M videos

3,293 videos with a follower count, across five categories · 90 days to 14 August 2026

735 of the 877 under-10,000 videos are TikTok posts. 276 of the 472 over-1M videos are Instagram posts. The follower band and the platform move together across the draw.

A TikTok play count and an Instagram view count are two platforms' own counters and they are not comparable to each other. Some part of the view gap between the bands is that difference, and this file cannot tell us how much.

The same shift shows in the account sample. 78 of the 100 sampled accounts under 10,000 followers are TikTok accounts; 56 of the 100 sampled between 100,000 and 1M are Instagram accounts.

What these numbers cannot tell you

Six limits, starting with the two that decide how much weight the tables can carry.

The virality column is partly a definition. Half the weight in the score is views divided by followers, with followers floored at 1,000. The under-10,000 band leads that column in all five categories, and the metric was built to make it do so. Nothing here independently confirms that small accounts break out more often.

The bands differ by platform, and view counts do not cross platforms. 735 of the 877 under-10,000 videos are TikTok, against 196 of the 472 over-1M videos. We cannot separate the follower effect from the platform effect in this draw.

The videos were drawn by opening, not at random. These 3,311 rows were sampled as the 100 most recent videos for each of nine video openings in each of five categories. Rare openings are fully included and crowded ones are capped at 100, so the draw over-represents rare openings and the follower mix inherits that. It is not a random sample of the categories.

We cannot report creator concentration for the video bands. The video rows in this file carry a follower count and a platform, and no handle and no app. So we cannot say how many distinct accounts or distinct apps stand behind each band, and a band could lean on a handful of prolific accounts without this page showing it.

Three of the four band populations are unpublishable. The creator counter stops reporting a number above 10,000. The over-1M band holds 4,562 accounts with two or more videos in our library; the other three sit above the cap and we do not know their sizes. The account sample is 100 per band drawn newest-activity-first, which is a draw and not a census.

No outcome is attached to any of these views. We hold no installs per post, no link clicks and no store visits traced back to a video. A higher median view count is a higher median view count. Content is linked to apps by store links where we can find them and by name matching otherwise. Name matching is deliberately generous and it is not perfect. These figures describe Apptonic's own library as of 14 August 2026. The library is a growing sample of the app market, not a census.

How we counted

Every figure comes from one frozen snapshot of the library, harvested on 14 August 2026. Nothing here is an estimate: every count is a row count and every median was computed from rows we hold.

The video bands are the spine. 3,311 videos were drawn newest-first across five categories and nine video openings, all published after 16 May 2026, and each was bucketed by the follower count recorded on the posting account at scrape time. 3,293 of them carried a follower count and 18 did not. The four bands hold 877, 796, 1,148 and 472 videos, which sums to 3,293, so the bands partition the draw. Band sizes and platform mixes pooled across the five categories are therefore exact counts. Medians are not pooled: every median on this page belongs to one category and one band, because a median cannot be computed from other medians and this file holds no video rows. Views are read as the greater of the two view fields, because TikTok reports views in the play column and leaves the other null. Medians are rounded to the nearest view, virality to one decimal, and the ratio chart divides the two rounded medians printed in the table.

The account sample is a second, separate measurement, and it is not a subset of the video draw. 100 accounts were sampled in each of the four bands, filtered by minimum and maximum follower count and to accounts with two or more videos in our library, and sorted by most recent activity so the sample is not pre-sorted by the score being measured. Sorting creators by follower count was avoided on purpose: that sort falls back to total views where the follower count is null, so it is not a follower sort. Every account figure was recomputed from the returned rows.

The number of accounts in each band is not published, with one exception. The counter behind it stops at 10,000 and returns a saturation value above that, and three of the four bands sit above it. The over-1M band returned 4,562, which is under the cap and is a real count.

Virality is Apptonic's own 0-100 score, weighted toward view-to-follower breakout and recency. It measures what is travelling now, not lifetime performance, and it is a ranking signal, not a platform-reported metric. Half its weight is views divided by followers, with followers floored at 1,000. That is why it is printed next to a median follower count, next to a median view count, and never merged with either.

The video draw was sampled by video opening and not at random, so rare openings are fully represented and crowded ones are capped at 100 rows per cell. The follower mix of the draw inherits that shape. The video rows carry no handle and no matched app, so no distinct-account or distinct-app count is available for the video bands.

Content is linked to apps by store links where we can find them and by name matching otherwise. Name matching is deliberately generous and it is not perfect. Category filters resolve through the app a video is matched to, so unmatched content is absent from every count here. These figures describe Apptonic's own library as of 14 August 2026. The library is a growing sample of the app market, not a census.

Videos matched to an app in one of five categories, drawn newest first
3,311 rows · Published after 16 May 2026
Those videos carrying a follower count for the posting account
3,293 rows · Published after 16 May 2026
Creator accounts sampled by follower band, 100 per band, two or more videos in the library
400 rows · Snapshot of 14 August 2026
Creator accounts held in the Apptonic library
204,953 rows · Snapshot of 14 August 2026

Frequently asked

Do small creators get more views than big ones?
No. In all five categories we measured, median views rise with follower count. The middle video from an account under 10,000 followers drew 7,309 views in Education, 10,600 in Productivity, 16,794 in Finance, 19,300 in Photo & Video and 22,800 in Health & Fitness. The middle video from an account over 1M drew between 84,130 and 196,909 in the same categories and window. The gap runs from 4.4 times in Photo & Video to 26.9 times in Education.
Then why do small creators score higher on virality?
Because that is what the score is built to reward. Half the weight in Apptonic's virality score is views divided by followers, with followers floored at 1,000. An account with 2,000 followers and 20,000 views scores on the ratio; an account with 3M followers and 200,000 views does not. The under-10,000 band holds the top median virality in all five categories, and that is a statement about the metric before it is a statement about the creators.
Should I hire five small creators or one large one?
On median views alone the single large account wins in four of the five categories. Five posts at the under-10,000 median come to 114,000 views in Health & Fitness against 142,807 for one over-1M post, and to 36,545 against 196,909 in Education. Photo & Video is the exception, at 96,500 against 84,130. We hold no rate-card data, so this is arithmetic on medians under the assumption that the two options cost the same, and that assumption is not something we measured.
How many videos is this based on?
3,293 videos published in the 90 days to 14 August 2026, matched to an app in Education, Finance, Health & Fitness, Photo & Video or Productivity, and carrying a follower count for the posting account. 3,311 were drawn and 18 had no follower count. The bands hold 877 videos under 10,000 followers, 796 from 10,000 to 100,000, 1,148 from 100,000 to 1M and 472 above 1M.
Is the follower band the only thing that differs between these videos?
No, and the platform mix is the one to check first. 735 of the 877 under-10,000 videos are TikTok, which is 83.8% of that band. In the over-1M band 196 of 472 are TikTok, which is 41.5%. View counts are not comparable across the two platforms, so part of the gap between the bands is a gap between TikTok and Instagram.
Do bigger accounts promote more apps?
In our sample, yes. 45 of the 100 sampled accounts over 1M followers have promoted more than one app in our library, against 19 of the 100 under 10,000. 97 of the 100 sampled accounts over 1M are classified as brand accounts, against 57 of the 100 under 10,000.
How many creators are in each follower band?
We can only answer that for one band. The creator counter stops reporting a number above 10,000, and three of the four bands sit above it. The over-1M band holds 4,562 accounts with two or more videos in our library. The other three band populations are not published here because we do not have them.