Cadillac XLR
The Cadillac XLR market exhibits a modest upward signal, with forecasts showing a 0.51 probability for an "up" direction over 6 months, rising to 0.55 over 24 months, though operating within a volatile regime. This outlook is supported by a speculation opportunity score of 52.9 and an undervaluation score of 51.03. The Nasdaq Composite and Consumer Discretionary ETF (XLY) serve as the strongest leading indicators, both demonstrating a 0.84 correlation.
What It's Actually Worth
Blended value of a standard 19 yr, 39k mi example, ~$21.7K 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? 51% 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 96 scored forecasts: 51% got the direction right, median value error ±22%.
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 418 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, and we lean slightly high on average.
| Sold | Car | Our range | Hammer | |
|---|---|---|---|---|
| 2026-09-18 | 2006 · 24k mi | $16.0K–$35.8K | $26.0K | ✓ |
| 2026-09-11 | 2008 · 24k mi | $16.0K–$35.8K | $55.0K | ✗ |
| 2026-09-11 | 2004 · 8k mi | $20.9K–$46.6K | $36.3K | ✓ |
| 2026-09-11 | 2004 · 45k mi | $13.5K–$30.1K | $21.7K | ✓ |
| 2026-09-07 | 2004 · 31k mi | $15.2K–$33.9K | $19.0K | ✓ |
| 2026-09-01 | 2004 · 89k mi | $8.9K–$20.0K | $13.0K | ✓ |
| 2026-08-26 | 2006 · 36k mi | $14.8K–$33.1K | $29.0K | ✓ |
| 2026-08-19 | 2006 · 15k mi | $18.4K–$41.1K | $44.9K | ✗ |
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 · 64k mi | ebay | $10.1K–$28.9K ($17.1K) |
| open | 2004 · 27k mi | ebay | $13.8K–$39.6K ($23.4K) |
| open | 2008 · 74k mi | ebay | $9.1K–$26.1K ($15.4K) |
| open | 2004 · 173k mi | ebay | $8.2K–$23.5K ($13.9K) |
| open | 2008 · 74k mi | ebay | $9.1K–$26.1K ($15.4K) |
| open | 2006 · 37k mi | hemmings | $12.8K–$36.7K ($21.7K) |
| open | 2008 · 74k mi | ebay | $9.2K–$26.1K ($15.5K) |
| open | 2007 · 57k mi | classic | $10.9K–$30.9K ($18.4K) |
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 | 58% |
| 12 mo | UP | 54% | Low | 51% |
| 24 mo | UP | 57% | Low | 54% |
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.
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 — 54% of weighted drivers agree), driven mainly by 2-Year Treasury Yield and M2 Money Supply, though Ethereum (USD) 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 2012
$100K invested 2012-04 → today (14.4 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.
Nasdaq Composite leads by about 21 months (moves with this market, correlation 0.84). Shown shifted forward 21 months so its turns line up with the market's.
Why We Think This
Current Inventory Snapshot
Comparable Markets
| Market | Undervaluation | Appreciation | Liquidity |
|---|---|---|---|
| BMW 1M Coupe (E82) | 44 | 44 | 57 |
| Nissan 350Z | 55 | 53 | 53 |
| Nissan 350Z NISMO | 51 | 9 | 56 |
| Nissan 370Z | 50 | 45 | 46 |
| Alfa Romeo 4C | 50 | 49 | 39 |
| Fiat 500 (2012-2019) | 66 | 29 | 48 |
| Porsche 718 Boxster/Cayman | 47 | 47 | 39 |
| Porsche 718 Boxster/Cayman GT4 | 19 | 42 | 41 |
Recent Signals & Alerts
- vin returned higher VIN relisted +$9,090 vs prior
- vin returned lower VIN relisted $-6,000 vs prior
- undisclosed title change VIN previously reported non-clean now listed clean/undisclosed
- vin returned lower VIN relisted $-4,000 vs prior
- vin returned higher VIN relisted +$2,896 vs prior
- 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.