How we rank
Every ranking here is computed from a dataset using the weights below. We publish them so you can disagree with them — and so you can check any position yourself.
The thing to know first
We have not visited these cafes. This is a compiled dataset, not a review site. That makes us worse than a reviewer at telling you whether the coffee is any good, and better than anyone at telling you what time the place actually shuts.
So we only score what we can stand behind. Numbers come from one of two places, and we always say which.
Two kinds of number
Derived from a sourced fact
Computed, not judged. Each of these traces back to something with a URL next to it on the cafe’s page — the price for two, the opening hours, whether the kitchen is vegetarian. Nothing here is anyone’s opinion, so there is no such thing as an unsourced score.
- Value
- Price for two against the city median. A cafe at half the median scores 5; one at twice the median scores 0. Prices come from Google price bands rather than bills, so this separates a cheap cafe from an expensive one and cannot separate two inside the same band — a visitor-reported spend replaces the band for that cafe.
- Closes late
- Closing time, on a straight line from 8pm (0) to 1am (5). A cafe closing at 11pm scores 3.
- Hours open
- Total hours open across the week, out of a 98-hour benchmark (14 hours a day, seven days).
- Dietary options
- Pure veg is worth 2, Jain options 1.5, vegan options 1.5. Anything we could not verify counts as absent, not as a penalty.
- Amenities
- Parking 1.5, rooftop 1, outdoor seating 1, reservations 1, cards and UPI 0.5.
- Opens early
- Opening time, on a straight line from 10am (0) to 6am (5). A cafe opening at 8am scores 2.5.
- Google rating
- Google’s aggregate rating, damped toward 4.0 until enough people have voted. A 5.0 from three reviewers scores below a 4.6 from eight hundred — otherwise the metric just measures footfall.
Reported by visitors
Wi-Fi, power sockets and how loud a room is are not published in any listing — which is precisely why they are worth knowing, and why the people who have sat there are the only source that exists. These stay blank until at least 4 separate people have reported, and every page shows how many have.
- Price for two
- Roughly what did two of you pay? Aggregated as a median across reporters.
- Wi-Fi
- How was the Wi-Fi? Aggregated as a median across reporters.
- Power sockets
- Could you reach a power socket? Aggregated as a median across reporters.
- Quiet
- How quiet was it? Aggregated as a median across reporters.
- Seating comfort
- Could you sit comfortably for a couple of hours? Aggregated as a median across reporters.
- Coffee
- How was the coffee? Aggregated as a median across reporters.
- Food
- How was the food? Aggregated as a median across reporters.
The weights
Each ranking uses its own weighting. A position is the weighted mean of the metrics above — nothing else feeds in.
Cafes in Nagpur open past midnight
Included: Still open at midnight on a weekday.
| Closes late | 55% | |
|---|---|---|
| Hours open | 20% | |
| Value | 15% | |
| Amenities | 10% |
Best cafes in Nagpur under ₹500 for two
Included: Costs under ₹500 for two people.
| Google rating | 35% | |
|---|---|---|
| Amenities | 30% | |
| Hours open | 20% | |
| Closes late | 15% |
Cafes in Nagpur with outdoor seating
Included: Has seating outdoors.
| Amenities | 30% | |
|---|---|---|
| Google rating | 25% | |
| Value | 25% | |
| Hours open | 20% |
Cafes in Nagpur that take table bookings
Included: Accepts table reservations.
| Google rating | 30% | |
|---|---|---|
| Amenities | 25% | |
| Value | 25% | |
| Hours open | 20% |
Step-free cafes in Nagpur
Included: Entrance recorded as step-free.
| Amenities | 30% | |
|---|---|---|
| Google rating | 25% | |
| Hours open | 25% | |
| Value | 20% |
Cafes in Nagpur that serve breakfast
Included: Serves breakfast.
| Opens early | 30% | |
|---|---|---|
| Google rating | 25% | |
| Value | 25% | |
| Amenities | 20% |
Dessert places in Nagpur
Included: Has a dessert menu.
| Google rating | 35% | |
|---|---|---|
| Value | 30% | |
| Hours open | 20% | |
| Amenities | 15% |
Vegetarian cafes in Nagpur
Included: Has a vegetarian menu. Not verified as a pure veg kitchen.
| Google rating | 30% | |
|---|---|---|
| Value | 30% | |
| Amenities | 20% | |
| Hours open | 20% |
Cafes in Nagpur with live music
Included: Hosts live music.
| Closes late | 30% | |
|---|---|---|
| Google rating | 25% | |
| Amenities | 25% | |
| Hours open | 20% |
The best-rated cafes in Nagpur
Included: Needs a Google rating with enough reviews behind it to mean something.
| Google rating | 60% | |
|---|---|---|
| Value | 20% | |
| Hours open | 10% | |
| Amenities | 10% |
Cafes in Nagpur open early for breakfast
Included: Opens at 8am or earlier.
| Opens early | 50% | |
|---|---|---|
| Value | 30% | |
| Hours open | 20% |
Not published yet
These rankings exist but have no page, because the data to compute them honestly does not exist yet. They will appear on their own once it does — there is no switch to flip.
- Pure veg cafes in Nagpur — No source we can check records this for a single Nagpur cafe yet — not OpenStreetMap, not Google Places, and not the cafes' own sites. Kitchen is entirely vegetarian.
- Rooftop cafes in Nagpur — No source we can check records this for a single Nagpur cafe yet — not OpenStreetMap, not Google Places, and not the cafes' own sites. Has rooftop or terrace seating.
- Cafes in Nagpur with parking — 129 of 139 cafes qualify, so this would be the whole guide with a different headline rather than a selection.
- Best cafes to work from in Nagpur — Needs at least 4 visitor reports per cafe before it can be scored. Needs enough visitor reports on power, Wi-Fi and noise to score honestly.
- Best coffee in Nagpur — Needs at least 4 visitor reports per cafe before it can be scored. Needs enough visitor reports on the coffee to score honestly.
Rules we hold ourselves to
- Every fact carries a link to where it came from, and a page has to say enough to be worth reading. A profile publishes once it holds at least seven verified attributes — roughly what the pages already here carry — and not before. The build enforces both, not a person remembering to check.
- We changed this rule, so here is what it used to be. A profile needed two separate websites to mention the cafe. That sounds stricter and mostly is not: it measures whether a cafe has a marketing budget, not whether our facts can be checked. It held back 76 profiles that carried as much verified detail as the ones already published, because those cafes have no website of their own. Counting what a page can actually tell you is the harder test, and the honest one.
- No fact without a source. Anything asserted has a link beside it. Anything unverified reads “Not stated” rather than being guessed.
- Missing data counts as typical, not as zero — and not as a free pass. An attribute we could not verify is scored at the median for that attribute across the cafes in the list. Zero would punish a cafe for a gap in our research; simply ignoring the attribute was worse, because it quietly rewarded it. A cafe with no published price skipped the value test altogether and so was judged only on the things we did know about it — which is how a national chain rated 4.0 came to sit above an independent rated 4.5 by more than twice as many people. Below 70% coverage a cafe drops out of the ranking entirely: better absent than wrongly placed.
- Nothing older than 90 days. Every page shows when it was last checked, and a stale entry fails the build.
- Median, not average, on visitor reports. One enthusiastic party cannot move a score much. One reporter counts once. Bulk reporters are excluded outright.
- No Google review text or ratings, ever. Storing them is not permitted under the Places API terms. We keep only a place_id, to link out.
Questions
- Have you visited these cafes?
- No. Every fact on this site is compiled from public sources and carries a link to the record it came from, so you can check any of it. We say so on every page rather than implying first-hand visits we have not made.
- Then how can you score Wi-Fi and power sockets?
- We cannot, and we do not. Nobody publishes those, which is exactly why they are worth knowing. They come from visitors who have been, and a metric stays blank until at least 4 different people have reported it.
- Where do the rankings come from?
- Each metric is computed from a fact that has a source URL behind it — price, opening hours, whether the kitchen is vegetarian — or aggregated from visitor reports. Positions are then calculated from the published weights on this page. Nobody picks the order.
- Do you use Google reviews or ratings?
- No. The Places API terms do not permit storing Google review content or ratings, so we hold none. We store only a place_id, to link out to Maps. Every number on this site is our own or our visitors’.
- Can a cafe pay to rank higher?
- There is nothing to buy. Positions are computed from published weights, so there is no lever to pull. We take no payment from cafes at all — the site is funded by advertising, and ad slots are labelled as such.
- What stops a cafe owner rating their own place five out of five?
- Several things. We publish the median rather than the average, so a burst of top marks barely moves an honest score. One person counts once per cafe per metric however often they submit. Anyone rating an implausible number of cafes in a day is excluded entirely. And nothing publishes below 4 separate reporters.
- How current is any of this?
- Every cafe page shows the date it was last checked, and the build refuses to publish anything older than 90 days. Visitor reports expire after 180 days, so a ranking reflects the room as it is now rather than as it was two years ago.
Found something wrong?
Hours change, prices change, cafes close. If something here is out of date, tell us and we will re-verify it. The whole dataset is also available as JSON under CC BY 4.0 — currently 139 cafes.