Work · one recording

The Calamity Club

It tells a story. Hardcover files this book as fiction. A fact, not a factor: it plays no part in our call.

Listen to it

Every book we have judged on how far the recording outruns the page: 201 of them, the page's answer at the left-hand end and the recording's at the right. Marked for scale: All the Light We Cannot See, To Kill a Mockingbird and Harry Potter and the Philosopher's Stone. This one sits in the top 25% of our shelf of books for how far the recording outruns the page. −0.40, where we start backing the page; 0.40, where we start backing the recording.The Calamity Club
ordinary · 0.41 clear of the line where this would stop being a listen

January LaVoy and Jenna Lamia’s reading is what wins it: it lands in the top 15% of our shelf of books, on 590 ratings of the narration, which is a lot of credit for a voice. And nothing about the book is fighting the format.

Length does not decide this

28h 45m to listen, at 1×23h 00m to listen, at 1.25×19h 10m to listen, at 1.5×16h 26m to listen, at 1.75×14h 23m to listen, at 2×about 22 hours to readabout 16 hours to readabout 13 hours to readabout 10 hours to readabout 8 hours to read

The runtime is Audible’s own, shown at the speed beside it. The reading time is our estimate: 656 pages at 30 pages an hour, the pace you told us. Ours is 50, about 300 words a page, read at 250 a minute. Treat the reading estimate as a floor on this one: this one runs 2.6 minutes of narration a page against a shelf median of 1.9, so there is more on each page than our 300-word average assumes and it will take you longer than we say.The runtime is Audible’s own, shown at the speed beside it. The reading time is our estimate: 656 pages at 40 pages an hour, the pace you told us. Ours is 50, about 300 words a page, read at 250 a minute. Treat the reading estimate as a floor on this one: this one runs 2.6 minutes of narration a page against a shelf median of 1.9, so there is more on each page than our 300-word average assumes and it will take you longer than we say.The runtime is Audible’s own, shown at the speed beside it. The reading time is our estimate: 656 pages at 50 pages an hour, which is about 300 words a page, read at 250 a minute. Treat the reading estimate as a floor on this one: this one runs 2.6 minutes of narration a page against a shelf median of 1.9, so there is more on each page than our 300-word average assumes and it will take you longer than we say.The runtime is Audible’s own, shown at the speed beside it. The reading time is our estimate: 656 pages at 65 pages an hour, the pace you told us. Ours is 50, about 300 words a page, read at 250 a minute. Treat the reading estimate as a floor on this one: this one runs 2.6 minutes of narration a page against a shelf median of 1.9, so there is more on each page than our 300-word average assumes and it will take you longer than we say.The runtime is Audible’s own, shown at the speed beside it. The reading time is our estimate: 656 pages at 80 pages an hour, the pace you told us. Ours is 50, about 300 words a page, read at 250 a minute. Treat the reading estimate as a floor on this one: this one runs 2.6 minutes of narration a page against a shelf median of 1.9, so there is more on each page than our 300-word average assumes and it will take you longer than we say.

Slot → commute-safe

Harder work in audio than Slaughterhouse-Five.

All the books we hold · 222

About as much work in audio as most of the books we hold.

Fiction · 176

About as much work in audio as most of the fiction we hold.

Doorstoppers · 54

About as much work in audio as most of the doorstoppers we hold.

Reading load against listening load

Every book we hold placed by how much work it asks on the page, left to right, against how much it asks in your ears, bottom to top: 222 of them. Easy both ways is the bottom left corner, hard both ways the top right; above the dashed line the ears work harder, below it the page does. Marked for scale: Harry Potter and the Philosopher's Stone, To Kill a Mockingbird and The Diary of a Young Girl. This one is in the middle 40% of our shelf of books for effort on the page and in the middle 40% of our shelf of books for effort in your ears.
The dashed line is where a book would be same effort either way. This one sits on that line (the format is not fighting you either way), between the bottom 34% and the top 23% of our shelf of books for extra work in audio.
On the page−0.24
In your ears−0.32
Audio disadvantage−0.12

Where that puts this one among the books we hold: in the middle 40% of our shelf of books on both counts (effort on the page and effort in your ears). The middle of the scale is not the middle of the shelf (most books sit below the average on both), so a book at 0.00 is already in the top 43% for effort on the page. Each of the three is measured against the whole shelf separately, so the bottom figure is not the top two subtracted. It is this book’s own distance from the middle.

What the audio disadvantage is made of. Two things and no others: how fast readers say this one moves, and how demanding the reviews we read found it. There is no third: the structural one has no data source, so it contributes nothing rather than being guessed at. Both directions are declared priors we have never fitted against a real verdict, which is the weakest-evidenced part of the whole model.

Every book we could measure both features on placed by pace, fast to slow, against how demanding the reviews we read found it, plain to demanding: 166 of them. The easiest listens are the bottom left corner and the hardest the top right, which is the shaded one. Marked for scale: Harry Potter and the Philosopher's Stone, To Kill a Mockingbird and The Diary of a Young Girl. This one is not placed: too few readers have told Hardcover how fast it moves for us to put it anywhere honestly.
This one is not placed: too few readers have told Hardcover how fast it moves for us to put it anywhere honestly.

How the call was made

Where a bar carries ticks, the grey one is the middle of our shelf and a coloured one is a line we publish, cool where we start backing the page, warm where we start backing the recording. The evidence squares at the foot are a different thing: how far each of our four sources went, hatched where there was nothing to measure at all.

The audio case
0.81It sits in the top 25% of our shelf of books for how far the recording outruns the page. Past the line where we start backing the recording.
Narration payoff
0.70January LaVoy and Jenna Lamia’s reading is better received than the book it came from: in the top 15% of our shelf of books, on 590 ratings of the narration. This is a difference, not a score: it sets the reading against its own book, so a much-loved book with a merely good reading sits low on this shelf even where nobody disliked either. Before we allowed for how many people rated it, the reading stood in the top 13% of our shelf of books. The gap between the two places is us declining to let a handful of ratings move a verdict. That is the second mark on the bar, and it is the one our line is applied to: a rule tested on the damped number would pass the same recording at 25 ratings and fail it at 5,000. Asked the other way (how the reading stands against what the book’s own readers made of it, which is a different crowd rating a different thing), it comes out −0.57. We report that one and never score it: two crowds that do not overlap are held together by nothing but the standardising, which is a cost the figure above does not pay.
What is at stake
1.56It sits in the top 5% of our shelf of books for how well the print crowds think of a book: well enough regarded that a wasted first encounter costs more, so we lean towards protecting the page. Blended across 377,001 Goodreads ratings and 20 on Hardcover, each scored inside its own population first, and never added together.

For the page

  • The print crowds think highly of it

For the recording

  • The voice beats the book
  • Audio is neither helping nor fighting this one
  • 590 listeners behind it

So the case for the recording won it.

A bigger dot counted for more: the voice and the ear are sized by their share of the sum above, the other two by how much stands behind them. A hatched square is a reason that did not apply here, which is not the same as one that counted for little.

Evidence
0.86How much of the picture we actually have, out of 1.00: four questions, each answered as far as the source could answer it, less anything taken off for reading fewer reviews than we aim to.The reading590 people have rated this reading: as good as it getsThe second sourceHardcover knows this book, with 20 readers there: thinner than we would likeThe matchHow sure we are that the recording we scored is this book: as good as it getsThe reviewsWe read 300 reviews to judge how demanding it is: as good as it gets

What each crowd complains about

In the reviews we read, how often readers brought it up and how often listeners did, each against what is usual for that same crowd across our whole shelf, which is the grey tick. The track stops at 4×. Listeners are only ever compared with listeners.

Readers of this book bring up the pace about one and a half times as often as readers usually do, while listeners of it bring it up about as often as listeners usually do.

What the two crowds said

Showing the stars as each shop prints them. The two crowds are not measured from the same place: on our shelf Audible’s listeners average 0.35 of a star above Goodreads’ readers, so a recording that is ordinary for Audible can still out-star a book that is genuinely well liked for Goodreads. Switch the toggle to take that difference off.Showing each figure as its distance from its own crowd’s middle on our shelf, in standard deviations, so 0 is a typical book for that crowd. Listeners start 0.35 of a star up, partly because anyone who finishes a twenty-five-hour recording chose it deliberately, and this takes that off. It is not a claim that audio is better, the story figure is still Audible’s own (people rating a story they heard), and none of it moves the verdict above.

4.90·Audible
overall
Audible
overall, pooled by the shop, so we hold no ruler for it
92%5 stars: 92 per cent, 553 ratings
6%4 stars: 6 per cent, 38 ratings
1%3 stars: 1 per cent, 4 ratings
0%2 stars: 0 per cent, 1 rating
1%1 stars: 1 per cent, 3 ratings

599 ratings · performance and story, as the shop pools them

4.94+1.38 sdAudible
the performance
Audible
the performance, against Audible’s own crowd
96%5 stars: 96 per cent, 567 ratings
3%4 stars: 3 per cent, 20 ratings
0%3 stars: 0 per cent, 1 rating
0%2 stars: 0 per cent, 1 rating
0%1 stars: 0 per cent, 2 ratings

How often this goes badly0.5% of the people who rated the performance gave it one or two stars. Fewer than most recordings here. The middle of our shelf is 2.0%, and half of it falls between 1.0% and 3.1%.

3 of 591 listeners gave the performance one or two stars

The shape of the room

  • United, this one
  • Warm
  • Split
  • Lukewarm

A united room: 96% of the listeners gave the performance five stars. A room that agrees this far leaves little to gamble on.

591 ratings

4.86+1.30 sdAudible
the story, as heard
Audible
the story, as heard, against Audible’s own crowd
90%5 stars: 90 per cent, 531 ratings
8%4 stars: 8 per cent, 49 ratings
0%3 stars: 0 per cent, 2 ratings
1%2 stars: 1 per cent, 3 ratings
1%1 stars: 1 per cent, 5 ratings

590 ratings

4.62+1.95 sdGoodreads
the book itself
Goodreads
the book itself, against Goodreads’ own crowd
69%5 stars: 69 per cent, 259,363 ratings
25%4 stars: 25 per cent, 95,500 ratings
5%3 stars: 5 per cent, 18,329 ratings
1%2 stars: 1 per cent, 2,851 ratings
0%1 stars: 0 per cent, 958 ratings

377,001 ratings

Every reading we hold

One complete reading of this book, and it is the reading every audio figure above is measured on. If there is another, we have not found it. The shelf grows in reviewed batches, never because somebody searched for a book.

  • January LaVoy, Jenna Lamiaour pick28h 45m23h 00m19h 10m16h 26m14h 23m · Two voices · Audible UK and US

    Performance 4.94 · Story 4.86 · 590 rated the reading · 0.5% of the people who rated the performance gave it one or two stars

    Hear it · Audible’s clip, its length read from them on load

January LaVoy, Jenna Lamia’s reading is in our Hall of Fame, and the figures that earned it are all on that page.

The recording we mean

Runtime
28h 45m at 1×
Read by
January LaVoy and Jenna Lamia
Kind
Two voices
ASIN
B0G25PRCXP · Audible UK
Rated in
Audible UK and US · 482 + 109 ratings of the performance
Judged on
590 ratings of the narration
Published
Penguin · 2026

Audible sorts a search by newest, so ours may not be the first one you are offered. The runtime is the check: if the one in front of you says 28h 45m, that is the reading these numbers describe. “Judged on” is the crowd behind every judgement we make about this reading: the smaller of the performance and story counts, which is why it is a little under the two shop counts added. We do not link out to a shop, and we take nothing if you buy there.