Ferrari 599 GTB
Given the thin data state, this read is low-confidence. The Ferrari 599 GTB market shows an overvaluation score of 61.52 with appreciation momentum at 64.7. Forecasts indicate a volatile upward direction with a 0.49-0.5 probability over the next 6 to 24 months, with the Case-Shiller National Home Price index as the strongest leading indicator, correlating at 0.71 with a 14-month lead.
What It's Actually Worth
Blended value of a standard 17 yr, 16k mi example, ~$210K 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? 63% 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 65 scored forecasts: 63% got the direction right, median value error ±29%.
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 8 in 10
We replayed 180 past auctions in this market — predicting each hammer price from market data before the sale (no hindsight). Typical miss: ±22%; the gavel landed inside our predicted range 8 in 10 of the time.
| Sold | Car | Our range | Hammer | |
|---|---|---|---|---|
| 2026-07-11 | 2007 · 17k mi | $121K–$264K | $299K | ✗ |
| 2026-07-08 | 2006 · 26k mi | $98.0K–$214K | $114K | ✓ |
| 2026-07-03 | 2008 · 8k mi | $148K–$324K | $182K | ✓ |
| 2026-07-03 | 2007 · 31k mi | $89.6K–$196K | $136K | ✓ |
| 2026-06-30 | 2008 · 29k mi | $86.9K–$190K | $66.5K | ✗ |
| 2026-06-21 | 2011 · 14k mi | $122K–$267K | $188K | ✓ |
| 2026-06-16 | 2007 · 14k mi | $120K–$263K | $240K | ✓ |
| 2026-06-08 | 2007 · 31k mi | $83.6K–$183K | $170K | ✓ |
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 | 2007 · 25k mi | BaT | $100K–$293K ($171K) |
| open | 2008 · 19k mi | classic | $109K–$307K ($183K) |
| open | 2009 · 9k mi | classic | $137K–$384K ($229K) |
| open | 2008 · 32k mi | classic | $78.4K–$217K ($130K) |
| open | 2008 · 9k mi | classic | $136K–$392K ($231K) |
| open | 2007 · 7k mi | classic | $146K–$420K ($248K) |
| open | 2010 · 11k mi | classic | $133K–$384K ($226K) |
| open | 2007 · 16k mi | classic | $116K–$334K ($197K) |
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 | 49% | Low | 63% |
| 12 mo | UP | 50% | Low | 63% |
| 24 mo | UP | 50% | Low | 55% |
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. Housing Starts has historically led it by about 1 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 (low conviction — 4% of weighted drivers agree), driven mainly by Housing Starts and Unemployment Rate, though Unemployment Rate 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 2015
$100K invested 2015-09 → today (11.0 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.
High-Yield Bond Spread leads by about 0 months (moves against this market, correlation 0.47). Shown shifted forward 0 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 | 44 | 56 | 36 |
| Ferrari 360 | 39 | 70 | 51 |
| Ferrari 360 Challenge Stradale | 0 | 67 | 56 |
| Ferrari 458 | 45 | 40 | 52 |
| Ferrari 458 Speciale | 2 | 57 | 41 |
| Ferrari 458 Speciale Aperta | 0 | 77 | 42 |
| Ferrari 488 | 36 | 57 | 45 |
| Ferrari 488 Pista | 8 | 54 | 44 |
Recent Signals & Alerts
- vin returned lower VIN relisted $-230,036 vs prior
- vin returned higher VIN relisted +$120,140 vs prior
- vin returned lower VIN relisted $-230,036 vs prior
- vin returned higher VIN relisted +$120,140 vs prior
- vin returned higher VIN relisted +$120,140 vs prior
- vin returned lower VIN relisted $-103,900 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.