Skip to the review
yea.llc

Yes #2 · the honest one

Joke Vault.
Yes, and —

A joke machine that tells you, on the page, which of its jokes a human wrote and which ones it made up on the way to your screen.

The ruling

Grade B plusSay yes to the 1,142 it wrote by hand — the other 7,468 are the rent it pays to keep the shelf full.

Open the Joke Vault on labs.llc

Three frames, in order

  1. The Joke Vault page headed "Forty-one ways in", with a line in small capitals reading "Two hundred a category. 7,468 built in 82ms from 13,312 attempts — the meter threw the rest away. The regulator is showing 8,569 of them." Below are category cards: IT & Internet (210 jokes · 12 written), Dad Jokes (210 · 12), Puns (209 · 11), Knock-Knock (210 · 12).
    Frame 1The shelf. Forty-one categories, and every single card prints two numbers: how many jokes are in it, and how many of those a person actually wrote.
  2. The Joke Vault's lab section, headed "The engine, the meter and the dial", with three panels: The Regulator set to SHARP reading "Accepts 60 and above from the engine, and hides anything under 58 — written or built. Showing 8,569 of 8,610"; Build Me One, which has just composed a joke about IT & Internet and scored it 74; and Score Your Own, a text box whose placeholder reads "Anything. The meter does not care whose it is."
    Frame 2The back room, on the same page. A dial that decides how mean the quality filter is, an engine that will build you one on demand, and a meter that will score anything you type.
  3. The Joke Vault's search section, with a full-width search field for finding a joke by any word in it and a results area beneath.
    Frame 3And a plain search across the whole vault, because eight thousand jokes you cannot search is a landfill, not a library.

Why this is a yes

Every joke site is a scrape with a theme on it. This one wrote its own material and then refused to let you forget which parts. Open any category card and it tells you: 210 jokes here, 12 of them written by hand. Open the sheet and every single row says whether a person wrote it or an engine built it, and if an engine built it, which of the 24 comic forms it used. Nobody makes you do that. Doing it anyway costs the site its most impressive-sounding number.

Read the long ones first. There are 410, counted by us: exactly ten in every one of the 41 categories, all hand-written, and the file holding them says why the engine cannot touch them. A story is a build: three or four turns, and the last line has to reorganise everything above it. Fourteen sentence patterns cannot fake that, and the site says so.

“Anything. The meter does not care whose it is.”The placeholder in the Joke Vault's scoring box

Paste in the best joke you know and watch the needles move: late punch, economy, specificity, one idea, distance, and one more below the fold. It will not tell you whether the joke is funny — it says so plainly, and that restraint is the whole reason to trust it. What it measures is the six ways a joke fails: the punch arriving too early, the setup taking too long, three jokes wearing one coat. Those are countable, and scoring them in front of you is the most useful thing on the page.

Then say yes to the languages. Twenty of the forty-one categories are languages, and the hand-written ones are in that language, not run through a translator — twenty-four per language, 480 in total, laid out right-to-left where that is correct. The note explaining the choice: “a joke translated word for word is a sentence with the funny taken out”.

Now the shortcoming

The headline number is a ceiling, not an inventory. Your browser tab says 8,610. The vault you actually get says “Showing 8,569 of 8,610” — and it said exactly that on four separate loads we measured, because the house setting of the regulator hides anything scoring under 58, written or built. Forty-one jokes are missing from the shelf the title sold you — the site says so itself, which is admirable and still a gap. The cards inherit it: the vault's rule is two hundred short and ten long in every category, and the Puns card in front of us advertises 209. Nothing is hidden — but the tab and the shelf should agree, and the honest number is the smaller.

That is the B; the plus is for the bookkeeping. Yes, and — start in the long ones, then lose an hour in a language you do not speak.

Counted, not quoted

Categories
41
Long-form stories (counted: 41 × 10)
410
Native-language hand-written texts (20 × 24)
480
Hand-written in total, as the page states
1,142
Built live by the engine
7,468
Attempts the meter judged, per load
13,312
Time to build them, four loads
82–98 ms
Actually shown at the house setting
8,569
Transferred on a cold load
545 KB

Measured by this desk against https://labs.llc/joke/ in a headless browser with analytics blocked at the network layer, 2026-09-22 at 22:36:57Z (89 ms), 22:37:4xZ (98 ms), 22:37:5xZ (86 ms) and 22:43:57Z (82 ms) — the vault read “Showing 8,569 of 8,610” on every one. The 410 stories and 480 native texts were counted directly out of the live data files fetched at 22:35:09Z; the rest are the page's own counters, read off the rendered page.