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We Analyzed 43,000 ZIP Codes: Your Zone Doesn't Know Your Frost Date

GardenDraft Team · June 2, 2026 · 8 min read

Part of: Planting Calendar & Frost Date Guides

Every seed packet, nursery tag, and gardening app asks the same first question: what's your USDA zone? It's the universal shorthand for "where do you garden," and for scheduling your planting, it's the wrong number. We checked, comprehensively: we analyzed the NOAA 1991–2020 climate normals behind every US ZIP code (43,447 ZIPs, 40,656 of them with both a hardiness zone and frost data) and measured how much last-frost dates vary inside each zone.

The answer: within a typical zone, frost dates spread across more than a month.

The headline numbers

For each zone we took every distinct weather station, found its average last spring frost, and measured the spread between the 10th and 90th percentile, the range covering the middle 80% of locations, with the weirdest microclimates on both ends already excluded:

ZoneMedian last frostMiddle-80% spread
4aMay 1422 days
5aMay 933 days
6aApr 3036 days
6bApr 2536 days
7aApr 1834 days
7bApr 829 days
8aMar 3029 days
8bMar 1941 days
9aMar 457 days
9bFeb 566 days

Read zone 6a's row carefully: in our dataset it contains more distinct weather stations than any other zone, making it arguably the modal American gardening climate. If all you know is "zone 6a," your true last frost could plausibly fall anywhere in a five-week window. Planting "when your zone says" means planting up to two or three weeks early, or wasting two or three weeks of growing season, depending on which end of your zone you live in.

Across the whole dataset, 1 in 6 ZIP codes (17%) has a last frost more than two weeks away from its own zone's median date. For 7% it's more than three weeks.

Same zone, different planet

Abstract percentiles undersell how strange this gets in specific places:

These aren't data errors. They're what the zone number is designed to ignore.

Last-frost spread within USDA hardiness zonesA range chart showing each USDA zone’s median last spring frost date and the middle-80% spread of locations within it. Spreads run from 22 days in zone 4a to 66 days in zone 9b — more than a month for most zones. As an example, Denver and Flagstaff are both zone 6a, yet their average last frosts fall about six weeks apart, on April 30 and June 11.Within a zone, last frost spreads across more than a monthBar = middle-80% spread of locations · dot = zone median · label = median date4aMay 145aMay 96aApr 306bApr 257aApr 187bApr 88aMar 308bMar 199aMar 49bFeb 5Same zone, different planetDenver, CO (Apr 30) and Flagstaff, AZ (Jun 11) are both zone 6a —six weeks apart in the “same” climate.
The zone fixes winter's coldest night, not spring's last frost — for planting dates, use your own location.

Why zones can't see frost

A USDA zone is computed from exactly one statistic: the average coldest single temperature of the year. It answers "how cold does winter get?", which is precisely the right question for whether your fig tree, rosemary, or apple rootstock survives January, and it's the question the map was built for.

Spring frost timing is a different physical phenomenon. It depends on how long cold lingers, which is governed by things the zone statistic never touches: elevation (Flagstaff sits at 7,000 feet; its winter lows are zone-6 mild, but cold nights persist deep into June), continentality (maritime Seattle's ocean keeps extremes narrow; continental zones swing), and topography at neighborhood scale. Cold air flows downhill like water and pools in valleys, so a garden at the bottom of a slope can frost two weeks later than one halfway up the same hill.

Two locations can match perfectly on "coldest night of the year" and differ by months on "last night below freezing." The data above is that fact, measured.

And the date itself is a coin flip

One more number from the dataset: the median year-to-year standard deviation of the last frost date is 13 days. Even when you know your location's average last frost precisely, roughly a third of years will land more than two weeks from it in one direction or the other. The average is a 50/50 probability marker, not a safe date — our guide to last frost dates covers how to plant around that risk deliberately.

What to do instead

Keep the zone for what it's good at: perennial survival and browsing what grows well in your region (our zone planting calendars cover that). For scheduling, use your own location's frost dates:

  1. Look up your last and first frost dates by ZIP code on our planting calendar. Every date on it comes from the NOAA station data analyzed in this article, not from a zone-level average.
  2. Count your sowing dates back from those, crop by crop: tomatoes and peppers from a week or two after last frost, lettuce and other hardy crops from well before it.
  3. Watch the 10-day forecast for the final call in frost-risk weeks.

That count-back math for every crop at once is what GardenDraft automates, which is why we had this dataset sitting around to analyze in the first place.

Methodology

Frost dates are NOAA 1991–2020 climate normals, station-matched to each of 43,447 US ZIP codes; hardiness zones are from the USDA 2023 map (PRISM, via phzmapi.org). 40,656 ZIPs carry both fields. To avoid letting dense urban ZIP clusters double-count a single weather station, per-zone spread statistics deduplicate by station (314 to 1,057 distinct stations per zone shown above; zones with fewer than 20 stations are omitted). City examples use each city's primary ZIP. Percentile spreads are P90 minus P10 of station last-frost day-of-year within the zone.

Frequently asked questions

Can two places in the same USDA zone have different frost dates?
Yes, dramatically. In our analysis of NOAA 1991–2020 climate normals across 40,656 US ZIP codes, the middle 80% of locations within a typical zone spread their last frost dates across 29–41 days. Denver and Flagstaff are both zone 6a; their average last frosts are April 30 and June 11.
Why doesn't my USDA zone predict my frost date?
Zones are computed from average winter minimum temperature — a measure of how cold winter gets, not how long it lingers. Spring frost timing depends on elevation, continentality, and local topography, none of which the zone number captures. Maritime and high-desert locations can share a zone while their springs behave nothing alike.
What should I use instead of my zone to plan planting?
Your location's own last and first frost dates from NOAA climate normals, looked up by ZIP code rather than read off a zone map. Zones remain the right tool for choosing perennials that survive your winter.

Sources

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