Ferrari F430
Flagged undervalued because -75% vs 2-yr avg, -74% vs 3-yr trend, and sell-through 98%.
What It's Actually Worth
Blended value of a standard 18 yr, 16k mi example, ~$143K 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.
Did our model work? 62% 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 52 scored forecasts: 62% got the direction right, median value error ±31%.
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.
Auction Scorecard gavel in range 7 in 10
We replayed 394 past auctions in this market — predicting each hammer price from market data before the sale (no hindsight). Typical miss: ±16%; the gavel landed inside our predicted range 7 in 10 of the time, and we lean slightly low on average.
| Sold | Car | Our range | Hammer | |
|---|---|---|---|---|
| 2026-05-27 | 2006 · 20k mi | $88.0K–$196K | $164K | ✓ |
| 2026-05-16 | 2007 · 0k mi | $134K–$298K | $352K | ✗ |
| 2026-05-16 | 2009 · 38k mi | $71.0K–$158K | $87.5K | ✓ |
| 2026-05-12 | 2006 · 15k mi | $94.8K–$211K | $485K | ✗ |
| 2026-05-11 | 2005 · 44k mi | $71.2K–$158K | $109K | ✓ |
| 2026-04-30 | 2007 · 15k mi | $93.7K–$208K | $158K | ✓ |
| 2026-04-28 | 2009 · 14k mi | $96.5K–$215K | $118K | ✓ |
| 2026-04-22 | 2005 · 22k mi | $85.0K–$189K | $196K | ✗ |
Live now — calling it before the gavel
We're currently tracking 8 open auctions in this market. Here's our predicted hammer range for each — check back after they close.
| Closes | Car | Source | Our predicted range |
|---|---|---|---|
| open | 2009 · 11k mi | classic | $93.4K–$269K ($159K) |
| open | 2008 · 13k mi | classic | $88.3K–$255K ($150K) |
| open | 2006 · 17k mi | classic | $82.9K–$239K ($141K) |
| open | 2006 · 19k mi | classic | $80.2K–$231K ($136K) |
| open | 2008 · 35k mi | classic | $65.4K–$189K ($111K) |
| open | 2005 · 18k mi | classic | $80.9K–$233K ($137K) |
| open | 2005 · 24k mi | classic | $74.7K–$215K ($127K) |
| open | 2006 · 28k mi | classic | $70.6K–$204K ($120K) |
No-lookahead: predictions are made before each auction closes; the scorecard grades confirmed sold auctions only (no-sales excluded). A modeled estimate, not a guarantee. 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 | 52% | Low | 60% |
| 12 mo | UP | 54% | Low | 62% |
| 24 mo | UP | 56% | Low | 63% |
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. Bitcoin (USD) has historically led it by about 3 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.
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 (moderate conviction — 52% of weighted drivers agree), driven mainly by Bitcoin (USD) and S&P 500, though PCE Price Index points the other way.
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 2011
$100K invested 2011-08 → today (14.8 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).
What This Market Follows
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.
Bitcoin (USD) leads by about 3 months (moves with this market, correlation 0.60). Shown shifted forward 3 months so its turns line up with the market's.
Why We Think This
Current Inventory Snapshot
Comparable Markets
| Market | Undervaluation | Appreciation | Liquidity |
|---|---|---|---|
| Ferrari 296 GTB/GTS | 53 | 58 | 40 |
| Ferrari 360 | 57 | 36 | 39 |
| Ferrari 458 | 54 | 31 | 51 |
| Ferrari 488 | 52 | 38 | 47 |
| Ferrari 550/575 Maranello | 56 | 47 | 54 |
| McLaren 570S | 51 | 55 | 52 |
| Ferrari 599 GTB | 46 | 33 | 49 |
| McLaren 720S | 51 | 47 | 44 |
Recent Signals & Alerts
- vin returned higher VIN relisted +$32,900 vs prior
- vin returned lower VIN relisted $-30,995 vs prior
- vin returned higher VIN relisted +$19,970 vs prior
- vin returned lower VIN relisted $-30,995 vs prior
- vin returned lower VIN relisted $-30,995 vs prior
- vin returned higher VIN relisted +$19,970 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.