Find a cafe you can actually work from.
That is deliberately narrower than a restaurant rating. A room can serve excellent coffee and still be useless with a laptop, and the reverse is true more often than anyone admits.
The nine factors
One weighted model, applied to the 92 cafes across Mumbai we've fully researched so far. It is weighted toward the two things that end a work session early — nowhere to plug in and a connection that drops — and it treats a bathroom as worth noting and almost nothing else. The other 19 cafes are on the map as directory listings — name, address, links — while we work through scoring them the same way.
The scale runs stricter than most star ratings: a "good" wifi mention in one review isn't enough for a 4 here, and a cafe has to clear a higher bar to be called excellent at any single factor. A low workability score is not a verdict on the cafe — plenty of great cafes are bad places to open a laptop, and that's the entire question this site answers.
- Power22%
Can you plug in?
- Wi-Fi20%
Will the connection hold for a call or an upload?
- Seating16%
Is there a table you can work at, comfortably?
- Long stay16%
Will they let you stay three hours?
- Focus14%
Can you concentrate?
- Calls5%
Can you take a call without annoying everyone?
- Food4%
Can you eat a real meal without leaving?
- Outdoor2%
Is there usable outdoor seating?
- Bathroom1%
Is there a bathroom?
The percentages are the weights the code actually applies — this list is generated from the same table the score is computed from, so it cannot fall out of date.
Where the factor scores come from
An unknown factor is left out, not scored zero. Names, addresses, hours and public ratings are what the cafe or a credible source publishes, attributed on the panel. A public rating is shown next to the workability score, never blended into it: they measure different things, and a cafe people love is often a cafe you cannot work in.
What we will not fake
Every finding is cited. Where the sources are too thin to average a factor, the panel says so instead of printing a number.
The scores should get better
Every cafe panel has a short feedback form — wifi, outlets, noise. It is anonymous and takes a few seconds. Reports go into a queue rather than straight onto the score, so a handful of votes cannot swing a listing, but enough of them will get it re-rated.
Back to the map