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TubeCount: can you tell 200K from 200M?

TubeCount is a free daily game built by Machine House Media — the studio behind Ankur Warikoo's Money Matters and Masoom Minawala's #1 podcast. You see a real YouTube thumbnail. You guess the view count. Three guesses — the title and channel unlock as clues — then the reveal shows exactly how far off you were. Play long enough and you earn an eye rating: a number on the instinct this whole industry runs on.

Last updated: June 2026
01 / The game

Three ways to find out how good your eye is.

  • The Daily

    One video, three guesses, same video for everyone. First guess from the thumbnail alone, second after the title unlocks, third after the channel and subscriber count. Every guess is scored on how close you landed in log space — being 2× off of 1M scores the same whether you said 500K or 2M. New video at midnight IST.

  • Streak

    Two videos — which got more views? One wrong pick ends the run. It starts easy and tightens: past streak ten you're choosing between videos from the same channel, where channel fame can't help you at all.

  • Binge

    Five videos, one guess each, up to 25,000 points. Finish a run and send it as a challenge link — your friend plays the exact same five videos and you compare scores head to head.

VIDEO POOL
790+
real videos · verified counts
REGIONS
25
US to India to Brazil to Japan
GUESSES PER DAILY
3
clues unlock between guesses
PRICE
free
no account needed
02 / Why we built it

The game tests the instinct we sell.

Machine House Media's day job is forecasting YouTube performance before production — prediction models that score topic, format, hook, and audience fit so our clients stop betting production budget on gut. That work runs on one underlying skill: look at a piece of packaging and know what it will do.

TubeCount is that skill turned into a game. The data inside it is real and genuinely humbling: The Duck Song has 687 million views on a 2-million-subscriber channel. ChuChu TV has 98 million subscribers — and uploads that do 34 thousand views. Subscriber count predicts almost nothing. Packaging decides, and the eye that reads packaging is measurable.

If you work in marketing, growth, or content, your eye rating is worth knowing. And if you'd rather have the forecast than the guess, that's the YouTube growth practice the game came out of.

03 / Common questions

Direct answers.

Q.01Who made TubeCount?+
TubeCount was built by Machine House Media, the AI-native content studio founded by Rishwajeet Singh — the studio behind Ankur Warikoo's Money Matters and The Masoom Minawala Show. The game grew directly out of the studio's day job: forecasting YouTube performance from packaging before a video is produced.
Q.02Is TubeCount free?+
Yes — completely free, in any browser, at tubecount.com. No account needed; an optional Google sign-in syncs your stats across devices.
Q.03What does an eye rating mean?+
It's the geometric mean of your first-sight misses — how far your first guess typically lands from the real number, as a multiplier. "2.1× off" means your thumbnail-only guesses usually land within about 2× of the truth. The first guess is made before any clues unlock, so the rating isolates pure packaging instinct.
Q.04Why did a content studio build a game?+
Because it's the most honest demo of what we do. Our channel management work runs on forecasting what packaging will do before production. TubeCount makes that same instinct playable — and trainable. Every reveal recalibrates you a little.

Today's video is waiting. How far off will you be?