Revenue autopsy · 1,138 videos · real Studio data

The $10,000 Short

Three faceless Shorts channels, 7.86 billion lifetime views and $661,435 of real YouTube revenue. 1,138 individual videos sorted into four earnings levels to answer one question: what does it actually take to make $1,000, $2,500, $5,000 and $10,000 from a single video?

The Art Of War · Wholesome Wendy · Zeck Felms 958 transcripts analysed 17 Aug 2026

01 The four levels, counted

Only one video has ever made $10,000

Shorts revenue runs at a measured $0.0848 RPM across all three channels. That fixes the price of every level in views, and the count of who ever paid it.

$1,000

154 shorts · needs 11.8M views

$2,500

52 shorts · needs 29.5M views

$5,000

15 shorts · needs 59.0M views

$10,000

1 short, ever · needs 117.9M views

Bar width is the share of the 1,121 shorts in the dataset that cleared each level: 13.7%, 4.6%, 1.3%, 0.09%. The brief assumed a $0.80 RPM. The real figure is roughly one tenth of that.

Best Brother Ever ❤️

Wholesome Wendy · 18 October 2025 · 24 seconds · the only $10k short in 7.86 billion views

"The dog charged at the girl in her backyard, ready to attack. But just before it did, her brother came running. He jumped in front of her, fighting it off as his sister ran to safety. By the time help arrived, the dog was biting the boy's face. He was rushed to the hospital. But when his dad asked why he jumped in front of her, he said, 'If somebody had to die, I'd rather it be me.'"

No question. No "you". No explainer, no twist ending. A child in mortal danger by second two, a rescuer who pays with his face, and a closing line of dialogue. 92 words in 24 seconds, the fastest script on the channel against a median of 86 words in 26 seconds.

Revenue

$11,194

Views

119.2M

Retention

55.9%

CTR

7.34%

Subs gained

175,791

Subs / 1M

1,475

02 The finding that answers the question

RPM is not a constant. It is a function of length.

Same three channels, same audiences, same creators, same months. The only thing that changes is whether the video is over sixty seconds long.

Shorts1,121 videos
≤ 60 seconds

$0.0848 RPM

Long-form17 videos
> 60 seconds

$1.6501 RPM

Bars drawn to true scale. Long-form earns 19.5× more per view. $10,000 needs 117.9M views as a short, or 6.06M as long-form.

The cleanest comparison in the dataset, both on the same channel: How iShowSpeed Works runs 1m15s, took 1.9M views and earned $2,598. To earn $2,598 from shorts, Zeck Felms needs 28M views. He has published 283 shorts and only four ever reached 28M.

One 75-second video at 1.9 million views out-earned 279 of that channel's 283 shorts.

What each level costs, by format
Target	As a short	As long-form	Ratio
$1,000	11.8M views	0.61M views	19×
$2,500	29.5M	1.52M	19×
$5,000	59.0M	3.03M	19×
$10,000	117.9M	6.06M	19×
$25,000	294.7M	15.2M	19×

Honest caveat. 16 of the 17 long-form videos belong to Zeck Felms, so this RPM band rests mainly on one channel's ad inventory. But it is unanimous: all 16 land between $1.32 and $5.15 while his 283 shorts sit at $0.09, and it reproduces on Wendy, whose one long compilation returns $7.23. Long-form also gets far less reach: Zeck's best long-form is 1.9M views against his best short at 97M. The trade is 19× the money per view for roughly 20-50× less reach.

03 Inside shorts: what moves and what doesn't

Everything is flat except watch time

All three channels, real revenue, by earnings level
	<$250	$250-1k	$1-2.5k	$2.5-5k	$5-10k	$10k+
Videos	597	386	102	38	14	1
Median revenue	$105	$448	$1,444	$3,437	$6,738	$11,194
Median views	1.24M	5.24M	17.6M	39.6M	77.2M	119M
RPM	$0.08	$0.09	$0.09	$0.09	$0.08	$0.09
Duration	21s	21s	21s	22s	21s	24s
Words per minute	200	203	205	210	208	230
Hook length (words)	14	14	15	14	15	14
Title length (chars)	32	35	33	32	32	20
Click-through rate	4.93%	5.11%	5.13%	5.33%	3.91%	7.34%
Seconds watched	11.40	11.60	11.99	12.72	11.71	13.43
Retention	53.9%	55.1%	56.1%	56.7%	56.8%	56.0%
Subscribers per 1M views	381	429	497	533	623	1,475

About 1.3 extra seconds of average watch time is the entire distance between a $105 video and a $3,437 video.

RPM does not move. Duration does not move. Pace, hook length, title length, click-through rate: none of them move. Two things move, and one of them is a consequence rather than a cause.

Checked against the obvious confound. Holding duration fixed on The Art Of War, retention still climbs monotonically inside every band, so this is not just shorter videos scoring a higher percentage.

Retention by earnings level, with duration held constant
Duration band	<$250	$250-1k	$1-2.5k	$2.5-5k
17-19s (n=185)	56.8%	57.5%	59.6%	59.3%
20-21s (n=99)	55.4%	56.2%	57.0%	58.2%
22-26s (n=121)	54.0%	55.3%	57.1%	—

The script mechanics that ramp with money

Share of each level's videos using the mechanic. These are the ones with a clean climb, not merely a lift on the averages.

Mechanic	<$250	$250-1k	$1-2.5k	$2.5-5k	$5-10k	Lift
Hook opens on a person	55%	51%	68%	70%	93%	1.24×
Hook has a physical action verb	23%	24%	36%	41%	50%	1.28×
Superlative in the title	8%	9%	16%	24%	29%	1.52×
Mundane object in the hook	10%	13%	10%	24%	43%	1.40×
Physical object in the title	19%	24%	25%	32%	43%	1.28×
Vulnerable person + peril in first 5s	2%	1%	5%	14%	14%	1.97×
Named real person in the title	4%	8%	9%	18%	7%	1.83×
Body part or gore in the title	5%	9%	10%	11%	7%	1.59×
Hook opens as a question	7%	4%	2%	3%	0%	0.61×
Hook says "you" / "your"	21%	25%	15%	14%	7%	0.93×

Never open the spoken script with a question, and never address the viewer as "you". Zero of the fifteen highest-earning shorts do either. The question belongs in the title; the script opens on a person.

04 Three channels, three machines

The Art Of War

$0.0705

499 videos · 4.10B views · $288,792
20s · 210 wpm · 69 words
Best video $8,617

Wholesome Wendy

$0.0996

341 videos · 2.78B views · $276,591
26s · 205 wpm · 86 words
Best video $11,194

Zeck Felms

$0.0918

298 videos · 0.98B views · $96,052
18s · 178 wpm · 54 words
Best video $8,858

The Art Of War: one person, one absurd act, one mundane object

Every top earner opens the same way. A person, a deliberate physical act, an everyday object, a named place, past tense, mid-scene.

The ladder, taking the median video at each level
Revenue	Opening line
$106	"If you get stabbed don't panic cuz this can save your life. First take a deep…"
$484	"He pointed a cold gun at his colleague's head and pulled the trigger, thinking it was loaded"
$1,396	"A credit card would be placed in your mouth, and an attacker would punch you"
$3,404	"The Soviet spy bit into a poison pill hidden inside his tooth in an attempt to…"
$8,617	"He built a gun with 25 barrels, each firing at once, in an attempt to kill the king of France in 1835"

The $106 line is the channel's own anti-pattern in one sentence: opens with "if", addresses the viewer as "you", and gives instructions instead of showing a person.

Its strongest single lever is where the backstory goes. Pivoting to explanation in the first fifth of the script is worth $132; pivoting after the halfway mark is worth $502. Same channel, same length, 3.8× the money.

And the format is decaying

Month	Videos	Median $	Duration	Retention	Best
Feb 2025	10	$526	20s	85.9%	$3,054
Mar 2025	17	$399	22s	70.9%	$3,250
Jun 2025	60	$502	20s	56.4%	$7,264
Aug 2025	52	$285	20s	57.4%	$8,617
Oct 2025	60	$203	18s	57.4%	$3,471
Jan 2026	21	$67	22s	53.7%	$650
Apr 2026	13	$103	24s	53.3%	$895
Jul 2026	5	$86	45s	46.0%	$141

Like for like: February 2025 at 20 seconds held 85.9%. October 2025 at 18 seconds held 57.4%. Same channel, same length, same template, 28 points of retention gone in eight months. Then in 2026 they doubled video length and lost seven more.

A loose similarity scan across 455 transcripts found exactly one genuine script reuse: Why British Painted Their Tanks Pink ($873) and Why British Painted Their Planes ($71). The reskin kept 8% of the original's revenue. There is no copy-paste strategy here.

Wholesome Wendy: the pivot was worth more than every script decision combined

Video	Date	Length	Views	Revenue
American VS Russian Fighter Jets	Sep 2025	61s	82,931	$3.39
Best Brother Ever ❤️	Oct 2025	24s	119,194,242	$11,194

Wendy was a military aviation channel until October 2025: fighter jets and warships, 40k to 250k views, one to fourteen dollars a video. Five weeks later she was posting wholesome human stories at 3M to 119M views. The niche change is worth roughly 1,400× in views per upload, and it has nothing to do with scriptwriting.

Inside the wholesome format, shorter is richer. Her sub-$250 videos run 26 seconds and 86 words; her $5k+ videos run 22 seconds and 70 words. Four seconds and sixteen words. Not a rewrite, a cut. The "you see" filler follows the same curve, from 52% of the bottom tier down to 25% of the top.

Her actual engine: a vulnerable subject AND physical peril inside five seconds
First five seconds contain	Videos	Median revenue
A child, sibling or animal and physical peril	23	$1,005
A vulnerable subject only	53	$313
Peril only	38	$279
Neither	153	$279

3.6×, and neither ingredient works alone. A cute animal is worth nothing. A car crash is worth nothing. A child in a car crash is worth $1,005. Her ladder climbs by making the subject younger and the danger more lethal: adult conflict ($111) → a celebrity moment ($456) → an animal in motion ($1,476) → a social slight ($3,771) → an accidental loss ($7,976) → a child about to be killed ($11,194).

Zeck Felms: lowest reach, best long-form instincts

Shortest videos at 18 seconds, fewest words at 54, and he talks 30 wpm slower than the other two. Where they compress, he leaves air. He is also the only one who leans on second-person address, which is the mechanic that correlates negatively with money across the combined dataset.

His proven shorts format is "How to Win [game] Every Time" — 20 videos, $16,736, 17% of lifetime revenue from 7% of uploads. Tic Tac Toe alone is 53% of it. Note the counterexample at the bottom of that list: Rock Paper Scissors is the most universally known game and earned near the bottom. The format pays when there is a genuine, learnable, surprising trick, not when the game is merely famous.

And his "How [creator] Works" series — iShowSpeed, CaseOh, KSI, all 75 to 89 seconds — earned $4,480 on 3.1M combined views at $1.32 to $1.75 RPM. The same $4,480 from shorts would need 53M views. It is his highest-value inventory by 15× and he has made three of them.

05 Hypotheses that died under checking

Emoji in the title. Looked like a 2.74× lift on the raw numbers. Split by time period it vanishes: 2025-H1 $524 vs $399, 2025-H2 $324 vs $584 (emoji-less won), 2026-H1 $143 vs $150. The lift was old videos happening not to have emoji. No effect.
"Intentionally" and "deliberately" in the hook. Appears in nearly every top earner, so it looks like a magic word. It appears just as often in the flops: 0.84×.
Ending on a twist or a swerve. Negative on all three channels. Staying on topic beats swerving: $257 vs $233, $331 vs $280, $183 vs $163.
Thumbnail and click-through work. Flat across every level, and the $5-10k band has the worst CTR of all at 3.91%. In the shorts feed the thumbnail barely exists.
Threat in the first sentence, on its own. No lift on Wendy. It only works combined with a vulnerable subject.
Numbers and statistics in the script. Four or more digits: 0.71×. Facts do not hold attention; a scene does.
Reusing a winning script. One instance across 958 transcripts. It lost 92% of the original's revenue.
A fixed RPM. The most costly assumption of all. It is fixed within shorts and it is 19.5× higher outside them.

06 The rules that survived

Inside shorts, revenue is views times a fixed ~$0.085. The only lever is retention.
About 1.3 extra seconds of average watch time is the whole distance between $105 and $3,437.
Never open the spoken script with a question. Never say "you". The title asks; the script opens on a person.
Do not front-load explanation. It costs 3.8× on the channel where we can measure it.
Cut length before adding content. The same story four seconds shorter is the cheapest retention gain available.
Format beats craft: long-form RPM is 19.5× shorts RPM. Niche beats both: Wendy's pivot was worth 1,400×.
The Art Of War — one named historical person, one mundane object used as a weapon, one named battle. Explain after the halfway mark.
Wholesome Wendy — a child in physical peril inside five seconds, and the rescuer pays a price. Cut to 22 seconds and 70 words.
Zeck Felms — "how to win" for games with a real trick, and push the long-form creator explainers.

07 For the video

All four levels exist. Keep the structure.

Level	Views	Ever did it	The one thing that gets you there
$1,000	11.8M	154 of 1,121	Open on a person, not a question
$2,500	29.5M	52	Put a physical object in the title
$5,000	59.0M	15	A mundane object as the surprise — 43% of this tier
$10,000	117.9M	1, ever	A child about to die, and someone pays for saving them

$10,000 from one short has happened once in 7.86 billion views. $10,000 from one long-form video needs 6 million views instead of 118 million — and these channels already have long-form doing 1.9 million.