Ranked shortlist · 10 of 28 vehicle service centers
Best vehicle service centers in Biên Hòa
The 10 most notable vehicle service centers in Biên Hòa, 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
Cửa Hàng Xe Máy Diễm Trang
26 Tân Lập
760 m from Suối Tiên Terminal station, metro
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.482, percentile 100 of 28
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2
Sua Xe May Viet Nhat Motor
764 Nguyễn Xiển
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.464, percentile 96.3 of 28
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3
MFLogitech motocycle
66/162
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.337, percentile 92.59 of 28
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4
Cửa Hàng Xe Máy Gia Khang
1039 Nguyễn Ái Quốc
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.95 · rank score 2.197, percentile 88.89 of 28
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5
Sửa Xe Máy Hải Đại Thành 2
406/11,KP2 Bùi Trọng Nghĩa
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.95 · rank score 2.186, percentile 85.19 of 28
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6
Piaggio Long Thanh Dat
TP, 633B Đ. Lê Văn Việt
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 2.098, percentile 81.48 of 28
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7
Xe Máy Trường Giang Nhơn Trạch
633 Hùng Vương
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.93 · rank score 2.071, percentile 77.78 of 28
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8
Sửa Xe Hoàng Thân
451/2 Group 8A
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.99 · rank score 2.018, percentile 74.07 of 28
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9
Liên Hiệp Thành Biên Hòa
260 Phạm Văn Thuận
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.92 · rank score 1.981, percentile 70.37 of 28
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10
Trung Tâm Đào Tạo Xe Điện Gia Tốc OTTO TIẾN THÀNH
KP/3 Đường Bùi Văn Hòa
listed by Meta and Overture Maps Foundation · record has a phone and an address · Overture confidence 0.98 · rank score 1.977, 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 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).