FREQUENCY DISTRIBUTION & BELL CURVE ANALYSIS
Palos Verdes Peninsula Home Sales
$1.5M – $2.5M
302 Closed Sales • August 14, 2025 – August 14, 2026 • CRMLS Data
George Fotion • Call Realty • DRE #00785373 • 45+ Years of Daily Market Tracking
Executive Summary
What 302 closed sales in the heart of the Palos Verdes market tell us over the last 12 months.
The $1.5M–$2.5M band is the engine room of the Palos Verdes Peninsula market — the price range where the largest number of buyers and sellers meet. Over the trailing 12 months, 302 homes closed in this band across all 16 MLS areas. The typical sale: a 4-bedroom, 3-bath home of roughly 2,400 square feet on a 10,000+ square foot lot, closing at $1.95M ($842/sq ft) after 22 days of market exposure. But the averages conceal the most important finding in this dataset: homes that sold within 14 days captured 100% of their original asking price, while homes that lingered past 60 days surrendered nearly 11 points — a six-figure difference on a $2M home. Pricing precision, not patience, is what this market rewards.
Part 1: Distribution Analysis — Nine Market Dimensions
Each dimension below is shown two ways: a histogram (the actual count of sales in each bucket) and a standard deviation bell curve (the fitted normal distribution with mean and σ markers), so you can see both what happened and how tightly the market clusters.
1. MLS Area
Where the 302 sales occurred across the Peninsula’s 16 MLS areas.
How to read this: PV Drive North (36 sales), Los Verdes (33), Lunada Bay/Margate (29) and PV Drive East (29) dominate this price band. The prestige west-side enclaves — Malaga Cove (4), Monte Malaga (3) and Rolling Hills (2) — barely register here because most of their inventory trades above $2.5M. If you’re shopping this budget, your realistic hunting grounds are the RPV mid-Peninsula corridors and east side, plus Valmonte and Lunada Bay in PVE.
How to read this: Average sales volume per area is 18.9 with a standard deviation of 11.0 — a wide spread that confirms this price band is not evenly distributed geographically. Areas more than 1σ above the mean (30+ sales) are genuine high-liquidity zones where comps are plentiful and appraisals are easier to support. Areas below −1σ (fewer than 8 sales) are thin markets where a single unusual sale can distort perceived value.
2. Living Area
Square footage of the homes that traded in this band.
How to read this: The dominant cluster is 1,900–2,800 sq ft, peaking in the 2,200–2,500 range. Homes above 3,400 sq ft are scarce in this price band (they mostly trade above $2.5M), and when they do appear here they are usually on the east side or need updating — which is exactly where value hunters should look.
How to read this: Mean 2,421 sq ft, σ = 588. About two-thirds of everything that sold falls between roughly 1,833 and 3,009 sq ft. A home beyond +2σ (3,597+ sq ft) at this price is a statistical outlier — either a genuine bargain or a property with an issue the market has priced in. Both deserve investigation before assuming either.
3. Bedrooms
Bedroom counts across the 302 sales.
How to read this: Four bedrooms is the single most common configuration (145 sales, 48% of the market), followed by 3-bedroom homes (93 sales, 31%). Two-bedroom homes are nearly nonexistent (4 sales) — at this price point, buyers demand family-scale space.
How to read this: Mean 3.88 bedrooms, σ = 0.78 — one of the tightest distributions in the entire dataset. The market has effectively standardized on 3–5 bedrooms. A 6- or 7-bedroom home in this band (only 4 sold all year) is a rarity that will attract a narrow but motivated buyer pool.
4. Bathrooms
Bathroom counts (total integer) across the 302 sales.
How to read this: Three baths leads (159 sales, 53%), with 2-bath homes still commanding a large share (91 sales, 30%). Note the asymmetry with bedrooms: many 4-bedroom homes in this band carry only 2 baths — classic 1950s–60s Peninsula construction — and that mismatch is a prime value-add renovation target.
How to read this: Mean 2.91 baths, σ = 0.79. The 2–4 bath range covers 97% of all sales. Homes at +2σ (5+ baths) traded only 9 times — in this band, extra bath count usually signals an addition or a floor plan that sacrificed bedroom size.
5. Lot Size
Lot square footage — the Peninsula’s scarcest commodity.
How to read this: The histogram (trimmed to 40,000 sq ft for readability) shows the dominant cluster at 8,000–16,000 sq ft, with the median at 10,188. About 14% of sales sat on lots over 20,000 sq ft — disproportionately in PV Drive East, Mira Catalina and Rolling Hills Estates — and the full dataset runs all the way to an 11-acre parcel.
How to read this: Because raw lot size is extremely right-skewed (skew = 11.8), this curve is fitted to lots at or below the 95th percentile. On that basis the mean is 11,761 sq ft with σ = 4,897. A lot beyond +1σ (16,657+ sq ft) at this price is where land value quietly outpaces the price band — often the smartest long-term buy on the Peninsula.
6. Cumulative Days Active in MLS
Market exposure time before going into escrow that stuck.
How to read this: This is the most lopsided distribution in the report: 126 homes (42%) sold within 14 days, and 55% within 30. But a long tail of 87 homes (29%) needed more than 60 days, stretching out past 600. The Peninsula in this band is a two-speed market: priced-right homes vanish; mispriced homes sit.
How to read this: Fitted to listings under 180 days (the skew makes a raw normal fit misleading), the mean is 38 days with σ = 42 — a standard deviation larger than the mean, which is itself the statistical signature of a two-speed market. The median of 22 days is the honest “typical” figure. Anything beyond +1σ (~80 days) has crossed into the zone where buyers start asking “what’s wrong with it?”
7. Close Price
Final sale prices across the $1.5M–$2.5M band.
How to read this: The heaviest concentration is $1.8M–$2.0M (91 sales, 30% of the market), with a secondary shelf at $2.2M–$2.5M. The distribution is remarkably balanced (skew just 0.14) — demand exists at every $100K rung of this ladder, with no dead zones.
How to read this: Mean $2.00M, σ = $281K. Roughly 68% of all sales close between $1.72M and $2.28M. For sellers, this is the liquidity map: price inside ±1σ of the mean and you are swimming with the school; price at the band edges and your buyer pool thins measurably.
8. Price Per Square Foot
The great equalizer — what a dollar actually buys.
How to read this: PSF spans an enormous range for a single price band: from $467 to $1,421. The mode sits at $750–$950. That 3x spread is the Peninsula’s location-and-condition premium made visible: east-side square footage trades in the $700s, Valmonte in the $1,000s–$1,100s.
How to read this: Mean $860/sq ft, σ = $189. The ±1σ band runs $671–$1,049. A home priced above +1σ needs a story the appraiser can verify — view, remodel, Valmonte/Lunada Bay location. A home below −1σ ($671) is either the deal of the month or carries deferred maintenance measured in six figures.
9. View
What buyers saw out the window — grouped into six categories from the raw CRMLS view fields.
How to read this: Ocean, water and panoramic views dominate with 161 sales (53%) — a reminder that in this band, an ocean view is not rare on the Peninsula; east-side and south-side RPV deliver them in volume. Neighborhood/greenery views account for 57 sales, city lights 35, and 31 listings claimed no view at all.
How to read this: Mean 50 sales per category, σ = 57 — a deliberately lopsided distribution driven by the ocean-view supermajority. The counterintuitive finding is below in the Q&A: within this price band, ocean-view homes actually posted a lower median PSF ($813) than neighborhood-view homes ($849). The view premium is real Peninsula-wide, but inside a capped price band it is paid for with square footage, condition, or east-side location.
Advice for Buyers
What the distributions mean when you’re the one writing the offer.
Move at two speeds, and know which one you’re in. This is a two-speed market: 42% of homes sold within 14 days at essentially full original asking price, while 29% sat past 60 days and eventually closed at a median of 89.5% of original list. When a well-priced home in the fat part of the curve hits the market — 4 bed, 3 bath, ~2,400 sq ft, $1.8M–$2.0M — hesitation costs you the house. Have your pre-approval, proof of funds, and inspection strategy ready before the home exists.
Hunt the stale tail for negotiating power. The 87 listings that aged past 60 days delivered a median 10.5-point discount from original list — roughly $200,000 on a $2M home. Aging inventory past +1σ on the days-active curve (about 80 days) is where your leverage lives. Many of these homes weren’t flawed; they were simply priced into the wrong part of the bell curve on day one.
Buy the mismatch, not the finish. The bedroom/bathroom curves reveal the Peninsula’s signature inefficiency: 4-bedroom, 2-bath mid-century homes. The market prices these below the 4/3 mode, yet a bath addition closes the gap at renovation cost, not market cost. Similarly, a home below −1σ on PSF ($671) with sound bones is a better wealth vehicle than a turnkey home at +1σ.
In this band, the view is closer to free than you think. Ocean-view homes posted a lower median PSF than neighborhood-view homes inside this price range, because ocean views concentrate in east-side areas (PV Drive East: $736/sq ft median) where land trades cheaper. If a view matters to you, this band lets you buy one without paying the west-side tax — the trade-off is commute geometry and, in some pockets, the landslide-zone insurance conversation you should absolutely have before writing an offer.
Prioritize land at the margin. With the median lot at 10,188 sq ft and lots beyond +1σ (16,657 sq ft) available in Mira Catalina, PV Drive East and RHE at ordinary prices, choosing land over an extra 200 finished square feet is the trade that appreciates. Structures depreciate; Peninsula dirt does not.
Advice for Sellers
How to land on the right side of a two-speed market.
Your first 14 days are worth ~$200,000. Sellers whose homes went into escrow within two weeks kept 100% of original asking price (median). Sellers who needed 60+ days kept 89.5%. That is not a rounding error — on a $2M home it is the cost of a college education. The single highest-leverage decision you will make is the list price on day one, and it should be set from the bell curve, not from hope, a neighbor’s anecdote, or an online estimate.
Price inside the liquidity zone. Sixty-eight percent of buyers in this band transact between $1.72M and $2.28M, with the single densest shelf at $1.8M–$2.0M. If your home’s honest value sits near a band edge, understand your buyer pool is structurally thinner and exposure time will likely run longer — plan your carrying costs and timeline accordingly rather than reacting with panic reductions.
Justify your PSF position with evidence, not adjectives. The market paid $671–$1,049/sq ft for the middle two-thirds of homes. If you intend to ask above +1σ, the appraiser and the buyer’s agent will both need a verifiable story: documented remodel, Valmonte/Lunada Bay location, or a legitimate panoramic view. “Pride of ownership” is not a comp.
Watch the 30/60/90 tripwires. Thirty percent of sellers in this dataset cut their price at least once before closing. The data says the market’s verdict arrives fast: past ~30 days you have left the fat part of the curve; past 80 days (+1σ) buyers begin discounting reflexively. If showings are thin at day 21, a decisive single adjustment beats three small trailing cuts — the histogram shows the market punishes stale far more than it punishes honest.
Sell the configuration buyers are actually hunting. The modal buyer wants 4 bed / 3 bath / ~2,400 sq ft. If you own the 4/2 mid-century variant, a pre-sale bath addition or even permitted plans for one can move you from the discount pile into the mode — and in thin-inventory areas (Malaga Cove, Monte Malaga, La Cresta), scarcity itself is a pricing asset your agent should be marketing explicitly.
Questions Other Clients Have Asked About My Data
Real questions buyers and sellers ask when they see these distributions — answered from the 302 sales, not from opinion.
Q: Is $860 per square foot the “right” price for any Palos Verdes home?
A: No — and this is the most common misreading of an average. The σ of $189 means the market knowingly paid anywhere from the high $600s to over $1,000/sq ft for two-thirds of these homes. Area explains most of the spread: Valmonte’s median is $1,094 while PV Drive East is $736. The right question is never “what’s the Peninsula average?” but “where does my specific home sit on its area’s curve, adjusted for lot, condition and view?”
Q: My home has an ocean view. Doesn’t that automatically put me at the top of the price range?
A: Within this $1.5M–$2.5M band, surprisingly, no. Ocean/water-view homes posted a median $813/sq ft — below the $849 for neighborhood-view homes — because a majority of ocean views in this band come from east-side and south-side RPV, where land trades at a discount to the west side. The view premium is real, but it is entangled with location. An ocean view in Lunada Bay and an ocean view in Mira Catalina are different financial instruments, and pricing them identically is how listings end up in the 60+ day tail.
Q: If I price high and wait, won’t the right buyer eventually show up?
A: The data says the opposite. The 87 homes that waited past 60 days closed at a median 89.5% of original asking — while the 126 that sold inside 14 days kept 100%. “Waiting for my buyer” cost the median patient seller about 10.5% — and they still had to pay carrying costs while waiting. High-and-wait is statistically the most expensive pricing strategy in this dataset.
Q: How much house should I expect for $1.95M — the median?
A: The median sale at $1.95M bought approximately 2,377 sq ft, 4 bedrooms, 3 baths, on a 10,188 sq ft lot — most commonly in PV Drive North, Los Verdes, Peninsula Center or Silver Spur, frequently with at least a peek ocean view. If an agent shows you meaningfully less than that at $1.95M, either the location or condition premium had better be visible, or you’re overpaying against the curve.
Q: Are there really only two homes in Rolling Hills in this range? Should I wait for more?
A: Rolling Hills (2 sales), Monte Malaga (3) and Malaga Cove (4) barely trade in this band — their markets live above $2.5M. Waiting won’t manufacture inventory that structurally doesn’t exist. If those addresses matter to you, the honest choices are: raise the budget, target the rare fixer, or pivot to adjacent areas (Valmonte for Malaga Cove aspirants, La Cresta/Crest for Rolling Hills aspirants) where the curve actually has volume.
Q: What time of year should I list?
A: This 12-month window closed the most transactions in September (44), March–April (57 combined) and July (30). Escrows close 30–45 days after acceptance, so those closings trace back to listings that launched in late July–August and January–February. The spring window remains the Peninsula’s primary season — but the September closing spike says late-summer listing is underrated in this band. What matters far more than the month, per the data, is entering the market inside the correct pricing band on day one.
Q: My lot is 25,000 sq ft. How do I make sure I’m paid for the land?
A: You’re beyond +2σ on the trimmed lot curve — only about 14% of sales exceeded 20,000 sq ft. Comps chosen by lazy square-footage matching will systematically underprice you. Your agent should build the comp set from land-comparable sales (Mira Catalina, PV Drive East, RHE estates), argue lot utility (flat, usable, view potential, ADU/subdivision feasibility) in the listing narrative, and brief the appraiser with that package proactively. Large-lot value is real but it must be argued, not assumed.
Q: Is the market slowing down? Days-on-market of 52 sounds slow.
A: Careful — 52.6 is the mean, dragged upward by a small number of extreme stragglers (one listing sat 605 days). The median is 22 days, and 55% of everything sold within 30. That is not a slow market; it is a bifurcated one. The correct diagnostic isn’t “is the market slow?” but “is this listing priced into the fast lane or the slow lane?” The market sorts new listings into one or the other within about three weekends.
What You Didn’t Ask — But the Data Wanted to Tell You
Three additional findings that emerged from the analysis.
1. The Speed Premium, Quantified
Median sale-to-original-list ratio by market exposure:
| Days Active | Sales | Median % of Original List | On a $2M Home |
| 0–14 days | 126 (42%) | 100.0% | Full price |
| 15–60 days | 89 (29%) | 95.7% | −$86,000 |
| 61+ days | 87 (29%) | 89.5% | −$210,000 |
2. The Area PSF League Table Is the Real Price Map
Median PSF ranges from Valmonte at $1,094 down to Monte Malaga’s small-sample $704, with the meaningful volume areas spanning Lunada Bay ($975), Silver Spur ($910), Los Verdes ($888), PV Drive North ($883), Peninsula Center ($832), Crest ($744) and PV Drive East ($736). The identical $2M budget buys roughly 1,830 sq ft in Valmonte or 2,720 sq ft in PV Drive East — a 49% difference in house for the same money. Every buyer conversation should begin with which side of that trade fits your life.
3. Close Price Is Nearly a Perfect Bell — and That’s Meaningful
Of all nine dimensions, Close Price is the most symmetric (skew 0.14). Demand is continuous across every $100K rung from $1.5M to $2.5M with no gaps — there is no “dead zone” where a correctly-priced home lacks buyers. When a listing stalls in this band, the cause is almost never “no buyers at that price point exist.” It is that the specific home is mispositioned on one of the other eight curves in this report — PSF, condition-adjusted value, or exposure time. That is a fixable problem, and fixing it is precisely the job of pricing strategy.
Methodology & Data Notes
Source: CRMLS closed single-family sales, Palos Verdes Peninsula (Rancho Palos Verdes, Palos Verdes Estates, Rolling Hills Estates, Rolling Hills, PV Peninsula), close prices $1,500,000–$2,500,000, closed August 14, 2025 through August 14, 2026. N = 302, verified by dual-pass count (pandas and openpyxl row assertion). Bell curves are normal distributions fitted to sample mean and standard deviation; for Lot Size (skew 11.8) the fit excludes lots above the 95th percentile, and for Days Active (skew 3.2) the fit excludes listings over 180 days — in both cases the histogram shows the untrimmed data. View categories are grouped from raw CRMLS view fields; 31 listings reported no view. MLS Area and View bell curves describe the distribution of sales counts across categories. Statistics describe this price band only and are not a valuation of any individual property.
Where Does Your Home Sit on the Curve?
These distributions come from 45+ consecutive years of daily CRMLS tracking — the longest continuous dataset on the Palos Verdes Peninsula. If you’d like your specific property positioned against these curves, or a buyer strategy built from them, let’s talk.
George Fotion • Call Realty • DRE #00785373
(424) 722-9136 • george.fotion@homeispalosverdes.com
PalosVerdesHomesBest.com • SearchHomesInPrivate.com • Schedule: calendly.com/george-fotion
