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Ranked shortlist · 10 of 247 fast food restaurants

Best fast food restaurants in Saitama

The 10 most notable fast food restaurants in Saitama, 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.

  1. 1

    松乃家蕨店

    塚越1丁目4-18

    142 m from Warabi Station, rail

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.978, percentile 100 of 247

  2. 2

    ロッテリア 大宮東大成店

    北区東大成町2-266

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.966, percentile 99.59 of 247

  3. 3

    吉野家 下笹目店

    笹目6丁目21-4

    listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.961, percentile 99.19 of 247

  4. 4

    マクドナルド 北浦和店

    浦和区北浦和3-4-14

    46 m from Kita-Urawa Station, rail

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.957, percentile 98.78 of 247

  5. 5

    ロッテリア 桶川駅店

    南1丁目1-1

    46 m from Okegawa Station, rail

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 1.00 · rank score 2.953, percentile 98.37 of 247

  6. 6

    松屋 蕨西口店

    中央1-23

    83 m from Warabi Station, rail

    listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.930, percentile 97.97 of 247

  7. 7

    松屋 戸田駅前店

    新曽字柳原329-1

    173 m from Toda Station, rail

    listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.928, percentile 97.56 of 247

  8. 8

    松屋 志木東口店

    本町5丁目25-12, 林ビル1F

    129 m from Shiki Station, rail

    listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.918, percentile 97.15 of 247

  9. 9

    酒とろばた うなり

    埼玉県さいたま市大宮区桜木町1丁目8−2

    256 m from Ōmiya Station, rail

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.826, percentile 96.75 of 247

  10. 10

    天丼てんや コクーンシティさいたま新都心店

    埼玉県さいたま市大宮区吉敷町4丁目263−1

    286 m from Omiya Yard, rail

    listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.761, percentile 96.34 of 247

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 check: 5,951 places listed in Wikivoyage (CC BY-SA 4.0; validation only, never published or scored) were matched to our records by name within 250 m. Across the 5,651 that fall in groups of at least 10, the median matched place sits at percentile 73 and 24.2% are in the top decile, against 10% by chance; five families have enough anchors to report (arts, food and drink, lodging, shopping, sport), while health care (5), lifestyle services (17), travel (26) have too few and are not validated. A match needs both the guide and the catalogue to name the same place, which favours well-attested places — a term this rank itself rewards — so these are lower bounds; Michelin's 528 in-group anchors have a median percentile of 100, but that is partly circular: across the Wikivoyage matches, the 17 that also carry the designation term this rank scores sit at 99.93, against 72.55 for the 5,934 without it.

The catalogue carries no rating, review count, price or opening hours, so this file has none.

Station locations from Wikidata (CC0-1.0). Nearest station, not service: no frequency, timetable or departures.

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).