Lexus LX450
Flagged undervalued because sell-through 97%, asking -1% vs historic sold, -26% vs 2-yr avg, and -24% vs 3-yr trend.
What It's Actually Worth
Blended value of a standard 28 yr, 187k mi example, ~$19.1K 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? 45% 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 33 scored forecasts: 45% got the direction right, median value error ±41%.
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 89 past auctions in this market — predicting each hammer price from market data before the sale (no hindsight). Typical miss: ±30%; the gavel landed inside our predicted range 8 in 10 of the time, and we lean slightly high on average.
| Sold | Car | Our range | Hammer | |
|---|---|---|---|---|
| 2026-03-30 | 1996 · 153k mi | $15.8K–$42.2K | $16.4K | ✓ |
| 2025-11-06 | 1996 · 159k mi | $12.3K–$32.7K | $32.5K | ✓ |
| 2025-10-01 | 1997 · 198k mi | $10.3K–$27.4K | $24.5K | ✓ |
| 2025-08-21 | 1997 · 258k mi | $8.1K–$21.5K | $13.8K | ✓ |
| 2025-08-18 | 1996 · 242k mi | $8.3K–$22.1K | $13.8K | ✓ |
| 2025-08-14 | 1997 · 173k mi | $10.9K–$29.1K | $21.0K | ✓ |
| 2025-08-12 | 1997 · 244k mi | $8.2K–$21.9K | $25.5K | ✗ |
| 2025-07-16 | 1996 · 246k mi | $8.5K–$22.6K | $15.5K | ✓ |
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 | 46% | Low | 46% |
| 12 mo | UP | 45% | Low | 45% |
| 24 mo | UP | 44% | Low | 38% |
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. VIX Volatility Index has historically led it by about 22 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.
If You’d Bought in 2021
$100K invested 2021-02 → today (5.5 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.
VIX Volatility Index leads by about 22 months (moves with this market, correlation 0.49). Shown shifted forward 22 months so its turns line up with the market's.
Why We Think This
Current Inventory Snapshot
Comparable Markets
| Market | Undervaluation | Appreciation | Liquidity |
|---|---|---|---|
| Aston Martin Lagonda | 13 | 74 | — |
| Aston Martin Lagonda Volante | 72 | 41 | — |
| Bentley Continental (S1, S2, S3) | 63 | 69 | 59 |
| Buick Riviera | 53 | 53 | 44 |
| Mercedes-Benz CL-Class | 72 | 43 | 37 |
| Mercedes-Benz CLK-Class | 68 | 66 | 42 |
Recent Signals & Alerts
- vin returned lower VIN relisted $-13,000 vs prior
- vin returned lower VIN relisted $-13,000 vs prior
- vin returned lower VIN relisted $-13,000 vs prior
- vin returned lower VIN relisted $-13,000 vs prior
- vin returned lower VIN relisted $-13,000 vs prior
- vin returned lower VIN relisted $-13,000 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.