Lexus GX
Flagged undervalued because inventory -0%.
What It's Actually Worth
Blended value of a standard 18 yr, 139k mi example, ~$20.5K 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? 41% 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 39 scored forecasts: 41% got the direction right, median value error ±17%.
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 9 in 10
We replayed 214 past auctions in this market — predicting each hammer price from market data before the sale (no hindsight). Typical miss: ±21%; the gavel landed inside our predicted range 9 in 10 of the time, and we lean slightly high on average.
| Sold | Car | Our range | Hammer | |
|---|---|---|---|---|
| 2026-09-29 | 2021 · 68k mi | $16.6K–$48.3K | $35.0K | ✓ |
| 2026-09-23 | 2017 · 166k mi | $9.9K–$28.9K | $17.8K | ✓ |
| 2026-09-20 | 2005 · 216k mi | $7.9K–$22.8K | $14.0K | ✓ |
| 2026-09-18 | 2009 · 154k mi | $10.6K–$30.8K | $13.3K | ✓ |
| 2026-09-16 | 2006 · 90k mi | $16.2K–$46.9K | $22.8K | ✓ |
| 2026-09-16 | 2006 · 139k mi | $11.7K–$34.0K | $16.0K | ✓ |
| 2026-09-11 | 2007 · 46k mi | $17.4K–$50.6K | $34.8K | ✓ |
| 2026-09-07 | 2007 · 141k mi | $11.5K–$33.5K | $10.3K | ✗ |
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 | 2004 | C&B | $10.2K–$40.2K ($20.3K) |
| open | 2024 · 35k mi | ebay | $14.6K–$57.6K ($29.0K) |
| open | 2024 · 35k mi | ebay | $14.7K–$58.0K ($29.2K) |
| open | 2016 | C&B | $10.2K–$40.1K ($20.2K) |
| open | 2007 | C&B | $10.2K–$40.1K ($20.2K) |
| open | 2024 · 35k mi | ebay | $14.8K–$58.2K ($29.3K) |
| open | 2011 · 127k mi | ebay | $10.9K–$42.9K ($21.6K) |
| open | 2024 · 35k mi | ebay | $14.9K–$58.4K ($29.5K) |
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 | DOWN | 52% | Low | 49% |
| 12 mo | DOWN | 51% | Low | 41% |
| 24 mo | DOWN | 50% | Low | 22% |
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. LVMH (luxury proxy ADR) has historically led it by about 13 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 higher over the next ~12 months (moderate conviction — 51% of weighted drivers agree), driven mainly by LVMH (luxury proxy ADR) and 10Y-2Y Yield Spread, though Advance Retail Sales 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 2021
$100K invested 2021-06 → today (5.3 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 18 months (moves against this market, correlation 0.64). Shown shifted forward 18 months so its turns line up with the market's.
Why We Think This
Current Inventory Snapshot
Comparable Markets
| Market | Undervaluation | Appreciation | Liquidity |
|---|---|---|---|
| Land Rover Defender 90 (Euro Spec) | 54 | 49 | 45 |
| Porsche Cayenne (958) 2011-2018 | 58 | 41 | 48 |
| Honda Acty | 44 | 52 | 56 |
| Subaru Baja | 54 | 61 | 54 |
| BMW F650GS | 89 | 7 | 49 |
| Ford Bronco (2nd Generation) | 63 | 36 | 50 |
| Ford Bronco (3rd Generation, 1980-1986) | 50 | 61 | 36 |
Recent Signals & Alerts
- vin returned higher VIN relisted +$6,653 vs prior
- undisclosed title change VIN previously reported non-clean now listed clean/undisclosed
- vin returned higher VIN relisted +$6,500 vs prior
- vin returned lower VIN relisted $-9,818 vs prior
- inventory spike Inventory spiked (robust z=3.6)
- undisclosed title change VIN previously reported non-clean now listed clean/undisclosed
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.