The Ferrari 488 Pista market exhibits a high overvaluation score of 86.98 and low undervaluation at 8.88. Forecasts show a potential upward direction over 6, 12, and 24 months, with probabilities ranging from 0.54 to 0.59, all within a volatile regime. The strongest leading indicator for this market is Silver, correlating at -0.82 over 21 months.
What It's Actually Worth
Blended value of a standard 6 yr, 2k mi example, ~$710K now. The green line weighs confirmed auction sales most heavily (the amber dots — what cars actually hammered for), blends in fast-selling "just-missed" listings, and lightly smooths out month-to-month composition noise.
◫ 46 confirmed auction sales·53 months tracked·since 2022-03·3 active listings
Did our model work? 14% direction calls right
Each faint amber line is a forecast we would have made at that point in the past (12-mo horizon), drawn against what actually happened (blue). Over 7 scored forecasts: 14% got the direction right, median value error ±2581%.
━ actual╱ past predictions (ghosts)
Walk-forward: each ghost uses only data available at that date — no hindsight. Data-backed market intelligence, not a guaranteed prediction. Figures are modeled estimates from asking prices, sold comps, and public economic indicators; they can be wrong. Not financial advice.
Where We Think It's Headed
Probability and range, not a single number. Wider = less certain (not bigger gains).
Horizon
Direction
Probability
Confidence
Past accuracy
6 mo
UP
54%
Low
69%
12 mo
UP
56%
Low
14%
24 mo
UP
59%
Low
—
Data-backed market intelligence, not a guaranteed prediction. Figures are modeled estimates from asking prices, sold comps, and public economic indicators; they can be wrong. Not financial advice.
Lead Indicator Forecast
Some indicators move before this market does. Silver has historically led it by about 21 months — so its recent move implies where prices head next (dashed). The solid green line is actual value through today; the shaded path is what the lead implies.
BECAUSE Silver rose 89%. THEREFORE, given its usual 21-month head start, we lean DOWN — about −2% (≈ −$12,684) over the next 21 months. Confidence: Moderate (correlation -0.82, 19 months overlap).
If You’d Bought in 2022
$100K invested 2022-03 → today (4.3 yrs), this car vs where else you could've put the money. Rebased to 100 at the start; the dashed line is inflation (break-even).
━ This car $158K━ S&P 500 $179K━ Gold $211K━ Luxury $90.5K━ Housing $112K₿ Bitcoin $130K (off-scale)
Solid store of value, but lagged the stock market. The Ferrari 488 Pista roughly 1.6×'d your money (a real, inflation-adjusted 1.4× gain). It LAGGED the stock market by about 11% — the same money in the S&P 500 would be larger. It beat housing (+42%). (Price only — a real round-trip also loses ~10–20% to buy/sell fees and carrying costs.)
Specialty-car prices don't move in a vacuum. These economic indicators have historically led this market — tap one to see it shifted forward by its lead time, overlaid on the value line.
Silver leads by about 21 months (moves against this market, correlation 0.82). Shown shifted forward 21 months so its turns line up with the market's.
━ Ferrari 488 Pista┄ Silver, shifted +21mo
Bitcoin (USD) leads by about 2 months (moves with this market, correlation 0.80). Shown shifted forward 2 months so its turns line up with the market's.
━ Ferrari 488 Pista┄ Bitcoin (USD), shifted +2mo
Gold (futures) leads by about 10 months (moves against this market, correlation 0.74). Shown shifted forward 10 months so its turns line up with the market's.
━ Ferrari 488 Pista┄ Gold (futures), shifted +10mo
LVMH (luxury proxy ADR) leads by about 12 months (moves with this market, correlation 0.70). Shown shifted forward 12 months so its turns line up with the market's.
━ Ferrari 488 Pista┄ LVMH (luxury proxy ADR), shifted +12mo
30-Year Mortgage Rate leads by about 5 months (moves with this market, correlation 0.70). Shown shifted forward 5 months so its turns line up with the market's.
━ Ferrari 488 Pista┄ 30-Year Mortgage Rate, shifted +5mo
Consumer Discretionary ETF (XLY) leads by about 17 months (moves against this market, correlation 0.69). Shown shifted forward 17 months so its turns line up with the market's.
━ Ferrari 488 Pista┄ Consumer Discretionary ETF (XLY), shifted +17mo
2-Year Treasury Yield leads by about 20 months (moves with this market, correlation 0.68). Shown shifted forward 20 months so its turns line up with the market's.
━ Ferrari 488 Pista┄ 2-Year Treasury Yield, shifted +20mo
Russell 2000 (small cap) leads by about 23 months (moves against this market, correlation 0.67). Shown shifted forward 23 months so its turns line up with the market's.
━ Ferrari 488 Pista┄ Russell 2000 (small cap), shifted +23mo
Why We Think This
Appreciation Momentum
37
Undervaluation
9
Liquidity
46
Speculation Opportunity
13
Depreciation Risk
58
Overvaluation
88
asking +261% vs historic soldasking vs historic spread
-86% vs 2-yr avgpct vs trailing 24mo
inventory +2%inventory trend slope
-87% vs 12-mo avgpct vs trailing 12mo
asking trend +0.4%/momedian asking trend slope
31% relistedlisting reappearance rate
0% of listings cutting priceprice drop frequency
sell-through 96%sell through rate
Current Inventory Snapshot
Active priced listings3
Median fair value$201,005
Avg deal score99/100
Recent Signals & Alerts
vin returned lower VIN relisted $-88,726 vs prior
undisclosed title change VIN previously reported non-clean now listed clean/undisclosed
vin returned lower VIN relisted $-78,860 vs prior
vin returned higher VIN relisted +$160,300 vs prior
undisclosed title change VIN previously reported non-clean now listed clean/undisclosed
vin returned higher VIN relisted +$190,004 vs prior
Data-backed market intelligence, not a guaranteed prediction. Figures are modeled estimates from asking prices, sold comps, and public economic indicators; they can be wrong. Not financial advice.