Ranked shortlist · 10 of 28 cafes
Best cafes in Durban
The 10 most notable cafes in Durban, in rank order. The order is curation quality — how well attested and how complete each record is — not popularity, and no place on this list paid to be on it.
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1
Circus Circus Cafe
Home Etc, 11 Palm Blvd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.417, percentile 100 of 28
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2
Cafe Jiran
Belaire Hotel Suites, 151 Snell Parade
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.400, percentile 96.3 of 28
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3
Savior Cafe
203 Bulwer Rd &, Ferguson Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.347, percentile 92.59 of 28
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4
@Tap Coffee Corner
20 Mackeurtan Ave
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.327, percentile 88.89 of 28
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5
Yiroll Caffe Bake
2 Ilala Ave
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.315, percentile 85.19 of 28
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6
Glenwood Prep Café
1 Bath Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.305, percentile 81.48 of 28
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7
Home Bru Graft Cafe
Retail 12 Beacon Rock, 21 Lighthouse Road, Umhlanga Rocks
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.235, percentile 77.78 of 28
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8
Heidi's Cafe
Ansteys Beach Self Catering, 477 Marine Dr
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.194, percentile 74.07 of 28
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9
Mullah's Cafe
64 Victoria St
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.96 · rank score 2.182, percentile 70.37 of 28
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10
Smoking Coffee
453 Lilian Ngoyi Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.95 · rank score 2.081, percentile 66.67 of 28
How this list is made
Every place in this group was scored by the same model, with each term z-normalised inside the group and capped, so a famous chain cannot win by being famous everywhere. The weights, verbatim:
- attestation by independent providers
- +0.35
- record completeness (website, phone, address)
- +0.25
- Overture existence confidence
- +0.20
- Michelin designation (Wikidata, CC0)
- +0.40
- brand fame (Wikidata sitelinks)
- −0.15
- same-name chain collision
- −0.30
Curation quality, not popularity: how well attested and how complete a record is.
No licensable popularity signal; this ranks curation quality, not taste
Independent calibration: 533 Michelin-starred restaurants in the catalogue were checked against their own group. It is the only designation that covers more than one place, so the ranking is corroborated for restaurants and uncorroborated elsewhere — the manifest says so per run. The catalogue carries no rating, review count, price or opening hours, so this file has none.
Nobody paid for placement: no ads, no sponsored results, no ratings for sale.
Data: AllThePlaces (CC0-1.0), BrightQuery (CDLA-Permissive-2.0), DAC (CDLA-Permissive-2.0), Foursquare Open Source Places (Apache-2.0), Meta (CDLA-Permissive-2.0), Microsoft (CDLA-Permissive-2.0), Overture Maps Foundation (CDLA-Permissive-2.0), PinMeTo (CDLA-Permissive-2.0), RenderSEO (CDLA-Permissive-2.0).