The Ferrari 488 Pista market currently indicates high overvaluation at 89.23 and a depreciation risk of 55.17, alongside low appreciation momentum at 36.14 and liquidity at 35.89. While the outlook suggests an "up" direction with a 0.48 probability across 6, 12, and 24-month horizons, the market is expected to be volatile. Bitcoin (USD) is a strong leading indicator for this market, showing a 0.83 correlation with a 2-month lead.
What It's Actually Worth
Blended value of a standard 6 yr, 3k mi example, ~$777K 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.
◫ 48 confirmed auction sales·54 months tracked·since 2022-03·20 active listings
Did our model work? 25% 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 8 scored forecasts: 25% got the direction right, median value error ±1369%.
━ 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
49%
Low
71%
12 mo
UP
48%
Low
25%
24 mo
UP
48%
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 112%. THEREFORE, given its usual 21-month head start, we lean DOWN — about −3% (≈ −$20,722) over the next 21 months. Confidence: Moderate (correlation -0.83, 20 months overlap).
Crystal Ball — What Leading Indicators Signal
Distinct from the trend forecast above: this blends all 8 leading indicators (each at its own lead time, de-duplicated so correlated ones don't double-count) into one signal. Leading indicators are collectively signaling lower over the next ~12 months (low conviction — 25% of weighted drivers agree), driven mainly by Bitcoin (USD) and LVMH (luxury proxy ADR), though LVMH (luxury proxy ADR) points the other way.
⚠ The price trend and leading indicators disagree — momentum may be running ahead of the fundamentals.
Are the indicators agreeing?
Each bar is one driver's current push; longer = more weight. All one side = high conviction; split = low.
If You’d Bought in 2022
$100K invested 2022-03 → today (4.4 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 $168K━ S&P 500 $185K━ Gold $229K━ Luxury $89.1K━ Housing $114K₿ Bitcoin $139K (off-scale)
Solid store of value, but lagged the stock market. The Ferrari 488 Pista roughly 1.7×'d your money (a real, inflation-adjusted 1.5× gain). It LAGGED the stock market by about 9% — the same money in the S&P 500 would be larger. It beat housing (+48%). (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 0.83). 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 0.83). Shown shifted forward 2 months so its turns line up with the market's.
━ Ferrari 488 Pista┄ Bitcoin (USD), shifted +2mo
Unemployment Rate leads by about 22 months (moves against this market, correlation 0.80). Shown shifted forward 22 months so its turns line up with the market's.
━ Ferrari 488 Pista┄ Unemployment Rate, shifted +22mo
Gold (futures) leads by about 10 months (moves against this market, correlation 0.78). Shown shifted forward 10 months so its turns line up with the market's.
━ Ferrari 488 Pista┄ Gold (futures), shifted +10mo
Nonfarm Payrolls (jobs) leads by about 9 months (moves with this market, correlation 0.76). Shown shifted forward 9 months so its turns line up with the market's.
━ Ferrari 488 Pista┄ Nonfarm Payrolls (jobs), shifted +9mo
2-Year Treasury Yield leads by about 21 months (moves with this market, correlation 0.73). Shown shifted forward 21 months so its turns line up with the market's.
━ Ferrari 488 Pista┄ 2-Year Treasury Yield, shifted +21mo
Personal Savings Rate leads by about 0 months (moves with this market, correlation 0.73). Shown shifted forward 0 months so its turns line up with the market's.
━ Ferrari 488 Pista┄ Personal Savings Rate, shifted +0mo
M2 Money Supply leads by about 0 months (moves against this market, correlation 0.73). Shown shifted forward 0 months so its turns line up with the market's.
━ Ferrari 488 Pista┄ M2 Money Supply, shifted +0mo
Why We Think This
Appreciation Momentum
38
Undervaluation
10
Liquidity
37
Speculation Opportunity
17
Depreciation Risk
53
Overvaluation
89
asking +279% vs historic soldasking vs historic spread
-82% vs 2-yr avgpct vs trailing 24mo
sell-through 53%sell through rate
-83% vs 12-mo avgpct vs trailing 12mo
asking trend +0.2%/momedian asking trend slope
48% relistedlisting reappearance rate
2% of listings cutting priceprice drop frequency
Current Inventory Snapshot
Active priced listings20
Median fair value$214,498
Avg deal score50/100
Recent Signals & Alerts
vin returned higher VIN relisted +$90,995 vs prior
vin returned lower VIN relisted $-50,195 vs prior
undisclosed title change VIN previously reported non-clean now listed clean/undisclosed
vin returned higher VIN relisted +$171,714 vs prior
vin returned lower VIN relisted $-50,195 vs prior
vin returned lower VIN relisted $-50,195 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.