Ferrari 458
The Ferrari 458 market outlook, with a confidence of 0.935, indicates a volatile environment with probabilities of price increases from 0.53 over 6 months to 0.58 over 24 months. Depreciation risk is noted at 56.5, while liquidity scores 52.72. The strongest leading indicator is the Case-Shiller National Home Price, showing a 0.82 correlation with a 2-month lead.
What It's Actually Worth
Blended value of a standard 11 yr, 13k mi example, ~$249K 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? 72% 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 61 scored forecasts: 72% got the direction right, median value error ±36%.
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 268 past auctions in this market — predicting each hammer price from market data before the sale (no hindsight). Typical miss: ±20%; 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 | |
|---|---|---|---|---|
| 2026-07-14 | 2012 · 33k mi | $129K–$282K | $310K | ✗ |
| 2026-07-13 | 2013 · 12k mi | $163K–$355K | $150K | ✗ |
| 2026-07-04 | 2015 · 0k mi | $415K–$906K | $800K | ✓ |
| 2026-07-02 | 2014 · 9k mi | $173K–$377K | $603K | ✗ |
| 2026-06-30 | 2015 · 18k mi | $138K–$301K | $460K | ✗ |
| 2026-06-29 | 2013 · 41k mi | $114K–$249K | $143K | ✓ |
| 2026-06-24 | 2011 · 23k mi | $131K–$285K | $293K | ✗ |
| 2026-06-22 | 2014 · 28k mi | $124K–$271K | $342K | ✗ |
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 | 2010 · 5k mi | classic | $180K–$509K ($303K) |
| open | 2015 · 11k mi | BaT | $151K–$427K ($254K) |
| open | 2013 · 30k mi | classic | $121K–$341K ($203K) |
| open | 2015 · 7k mi | classic | $171K–$483K ($288K) |
| open | 2014 · 8k mi | classic | $163K–$460K ($274K) |
| open | 2014 · 17k mi | classic | $141K–$398K ($237K) |
| open | 2014 · 20k mi | classic | $136K–$384K ($229K) |
| open | 2013 · 27k mi | classic | $126K–$354K ($211K) |
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 | 53% | Low | 57% |
| 12 mo | UP | 55% | Low | 72% |
| 24 mo | UP | 58% | Low | 80% |
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.
If You’d Bought in 2016
$100K invested 2016-08 → today (9.9 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.
Case-Shiller National Home Price leads by about 2 months (moves with this market, correlation 0.79). Shown shifted forward 2 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 | 54 | 58 | 45 |
| Ferrari 360 | 28 | 74 | 49 |
| Ferrari 360 Challenge Stradale | 0 | 80 | 54 |
| Ferrari 458 Speciale | 6 | 77 | 53 |
| Ferrari 458 Speciale Aperta | 0 | 67 | 53 |
| Ferrari 488 | 36 | 63 | 48 |
| Ferrari 488 Pista | 10 | 36 | 47 |
| Ferrari 550/575 Maranello | 36 | 77 | 53 |
Recent Signals & Alerts
- vin returned lower VIN relisted $-150,000 vs prior
- vin returned higher VIN relisted +$234,075 vs prior
- price jump Median asking moved sharply (z=455.8)
- vin returned lower VIN relisted $-150,000 vs prior
- vin returned higher VIN relisted +$522,404 vs prior
- price jump Median asking moved sharply (z=5555.5)
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.