Climate twins of Pinetop-Lakeside, AZ

These are the US cities whose 12-month climate pattern most closely matches Pinetop-Lakeside's. Each "twin" must be at least 140 miles away to avoid trivial near-neighbor matches. Similarity is computed across all 24 monthly metrics (12 average temperatures + 12 average precipitations), normalized so temperature and precipitation contribute equally.

Side-by-side: Pinetop-Lakeside vs its climate twin

Top match: Williams, AZ

Month	Pinetop-Lakeside			Williams
	High	Low	Precip	High	Low	Precip
January	45.3°F	19.7°F	2.31 in	47.2°F	21.4°F	2.17 in
February	48.3°F	21.6°F	2.22 in	49.2°F	22.7°F	2.61 in
March	54.8°F	26.5°F	1.97 in	55.6°F	26.8°F	2.00 in
April	62.1°F	31.9°F	0.90 in	62.3°F	31.3°F	0.87 in
May	71.3°F	38.2°F	0.79 in	71.2°F	39.1°F	0.76 in
June	82.0°F	46.3°F	0.58 in	81.8°F	47.9°F	0.38 in
July	82.2°F	52.3°F	3.38 in	84.1°F	53.6°F	2.98 in
August	79.9°F	51.5°F	3.98 in	81.5°F	52.3°F	3.38 in
September	75.8°F	45.7°F	2.03 in	76.4°F	46.6°F	1.59 in
October	66.4°F	34.5°F	1.72 in	66.7°F	36.0°F	1.59 in
November	54.8°F	26.7°F	1.68 in	55.7°F	27.6°F	1.34 in
December	45.3°F	18.7°F	2.52 in	47.0°F	20.8°F	1.94 in

Cities that consider Pinetop-Lakeside their climate twin

These US cities have Pinetop-Lakeside in their top 3 most-similar list — meaning if you were to move from any of these places, Pinetop-Lakeside would feel familiar.

Williams, AZ (ranks Pinetop-Lakeside #1)
Cloudcroft, NM (ranks Pinetop-Lakeside #2)

How this is computed

Each city is represented by a 24-dimensional vector: 12 monthly average temperatures and 12 monthly average precipitations. Each dimension is z-score normalized across the population of US cities, so that temperature variance and precipitation variance contribute proportionally. Distance between cities is Euclidean. We filter out cities within 2° latitude/longitude (~140 miles) so that "twins" mean climatically similar but geographically distinct — not just the neighboring town. Full methodology →