SCC Advanced Analytics
Preparing the latest evidence-gated market signals and source-backed rarity data.
Market Radar and Mileage Impact read qualified market evidence model by model. Rarity × Liquidity adds source-backed production context, while Global Price Spread and Auction Intelligence expose cross-market pricing, estimate performance, sale-through and record progression without mixing asking prices, unsold lots or unsupported FX into realized values.
299
models analysed
20
2+ radar signals
20
rarity × liquidity
13
mileage curves
Price momentum, liquidity, supply pressure and depth are calculated independently. The radar only becomes complete when each signal clears its own evidence gate.
88
SCI · 100% conf.
4/4
published signals
11
usable sales
6
usable asks
7
source families
Only published signals draw the radar. Research and insufficient signals collapse to zero visually — they are never imputed as neutral scores.
Price momentum
Published · 72% confidence
4 current / 4 prior completed sales · publish gate: at least 3 in each comparable window.
100
+28.5%
Liquidity
Published · 91% confidence
3 sold in 12m · 4 in 24m · 6 active asks · publish gate: at least 2 sales in 12m or 4 in 24m and confidence ≥50.
57
Moderate
Supply pressure
Published · 89% confidence
6 active asks · 0 first seen in 30d · publish gate: at least 3 active asks and confidence ≥50.
36
Moderate
Market depth
Published · 91% confidence
6 sources · 4 sold in 24m · publish gate: at least 5 observations, 2 sources and confidence ≥50.
69
Deep
Market velocity heatmap
The heatmap ranks research coverage, not investment quality. Darker numeric cells are published signals only; “R” means the metric remains research and “—” means insufficient data.
Observed sold-price evidence is paired only when mileage, timing, variant, year, source quality and comparability are strong enough. A research result is shown as research — never as a valuation adjustment.
Observed price impact
Sensitivity: Very high. This is an evidence-derived curve inside the observed mileage range, not a universal depreciation rule.
9
qualified sales
5
comparable pairs
2
sources
78%
directional consistency
Observed mileage bands
451–11.3K km · USD
0–2,500 km
n=2 · -16.0% vs observed median
$1,124,250
2,500–7,500 km
n=3 · +0.9% vs observed median
$1,350,416
7,500–15,000 km
n=4 · -1.2% vs observed median
$1,321,125
Signal Radar uses qualified market evidence. A missing signal remains missing instead of being filled with a neutral score. Supply pressure is pressure, not desirability: a higher score means more inventory pressure in the observed market evidence.
Mileage Impact is published only after the mileage engine clears its minimum observation, pair, spread, consistency and confidence gates. Research states never become valuation adjustments. Metric confidence belongs to the evidence supporting that metric. It is separate from SCI and from the metric score itself.
Documented production population sits on the horizontal axis; published market liquidity sits vertically. Bubble size shows evidence depth, while SCI confidence only changes opacity.
99
source-backed production
77
with market activity
20
matrix-ready
79
research queue
Swipe horizontally to explore the full matrix.
The horizontal axis uses only a positive production total with a non-empty production source in the canonical vehicle catalog. Missing or unsourced production never enters the matrix.
The vertical axis is the published SCC liquidity score. Research or insufficient liquidity states receive no chart position and stay in the research queue.
Bubble size represents qualified market-evidence depth (usable sold transactions plus usable active asks), not vehicle price or market capitalization.
Bubble opacity reflects SCI evidence confidence only. It does not change the liquidity score or imply an investment recommendation.
Research queue
Ferrari LaFerrari Aperta
production 210 · research liquidity
3 sales · 2 asks
69% conf.
Ferrari F80
production 799 · research liquidity
0 sales · 3 asks
69% conf.
McLaren Elva Roadster
production 149 · research liquidity
1 sales · 2 asks
69% conf.
McLaren P1 GTR
production 58 · research liquidity
2 sales · 1 asks
69% conf.
McLaren P1 Hybrid
production 375 · research liquidity
4 sales · 1 asks
65% conf.
Aston Martin DB6 Vantage
production 405 · research liquidity
1 sales · 3 asks
65% conf.
Ferrari 365 GTB/4 Daytona
production 1.3K · research liquidity
2 sales · 2 asks
65% conf.
Bugatti Divo W16
production 40 · research liquidity
1 sales · 1 asks
58% conf.
Lamborghini Miura P400 SV
production 150 · research liquidity
3 sales · 0 asks
49% conf.
Gordon Murray Automotive T.50
production 100 · research liquidity
2 sales · 0 asks
49% conf.
Every source-backed model that has not cleared the published-liquidity gate remains visible in the research queue, including models with no usable market activity yet.
Each model is normalized to its own all-region median before regions are compared. That keeps a region with more expensive model mix from looking artificially stronger. Verified sales and active asks stay separate.
Historical FX basis
EUR · observation-date ECB
5
publishable regions
20
cross-region sale models
18.7 pts
published sale spread
175
fail-closed exclusions
Switzerland
100 = model-normalized global median
8 models · 10 observations
10 models · 15 observations
Sales · Published
Asks · Published
United Kingdom
100 = model-normalized global median
4 models · 4 observations
12 models · 15 observations
Sales · Published
Asks · Published
Continental Europe
100 = model-normalized global median
13 models · 18 observations
23 models · 50 observations
Sales · Published
Asks · Published
North America
100 = model-normalized global median
17 models · 45 observations
4 models · 4 observations
Sales · Published
Asks · Published
Middle East
100 = model-normalized global median
5 models · 6 observations
6 models · 7 observations
Sales · Published
Asks · Published
100 = model-normalized global median
Verified sales
8 models · 10 observations
Active asks
10 models · 15 observations
100 = model-normalized global median
Verified sales
4 models · 4 observations
Active asks
Regional indices are model-normalized before aggregation: 100 equals each model’s own all-region median. Only the same model observed in at least two regions enters the comparison. Sold results and active asking prices remain separate, historical FX is resolved at the observation date, and a regional metric publishes only from at least three cross-region model comparisons. Eligible evidence: 826 sold results and 633 active asks; 1284 observations cleared geography + FX.
Sale-through, estimate performance and record progression use explicit lot states. Unsold and withdrawn lots never enter realized-price analytics.
871
auction lots observed
862
verified sold
99.1%
resolved sale-through
304
models covered
Estimate vs sale
+1.3%
median vs estimate midpoint
Venue performance
Bring a Trailer
240 models · 639 lots
99.2%
sale-through
—
vs estimate
Published
634 sold · 5 unsold
RM Sotheby's
75 models · 152 lots
98.0%
sale-through
—
vs estimate
Published
148 sold · 3 unsold
Gooding Christie's
29 models · 35 lots
100.0%
sale-through
—
vs estimate
Published
35 sold · 0 unsold
Bonhams
7 models · 8 lots
100.0%
sale-through
—
Model record-sale history
Bonhams Zoute 2026 lot 131 — 1970 Lamborghini Miura P400S
2026-10-11 · Auction source
Bonhams Zoute 2026 lot 145 — 1968 Ferrari Dino 206 GT
2026-10-11 · Auction source
Auction Intelligence keeps sold, unsold and withdrawn lots separate. Sale-through uses only resolved sold + unsold lots. Estimate performance uses non-special sold results with both estimate bounds and minimum evidence quality. Record history is model-specific, nominal EUR at historical FX, and never treats an unsold lot as a realized price. All displayed record candidates cleared historical FX.
Advanced analytics are evidence summaries, not investment advice. Missing metrics remain unavailable until their documented evidence gates are met; SCC does not fill gaps with estimated neutral scores. Regional pricing is model-normalized and auction outcomes preserve sold, unsold and withdrawn semantics.
12 models · 15 observations
100 = model-normalized global median
Verified sales
13 models · 18 observations
Active asks
23 models · 50 observations
100 = model-normalized global median
Verified sales
17 models · 45 observations
Active asks
4 models · 4 observations
100 = model-normalized global median
Verified sales
5 models · 6 observations
Active asks
6 models · 7 observations
vs estimate
Published
8 sold · 0 unsold
Mecum Auctions
8 models · 8 lots
100.0%
sale-through
—
vs estimate
Published
8 sold · 0 unsold
Broad Arrow Auctions
6 models · 7 lots
100.0%
sale-through
—
vs estimate
Published
7 sold · 0 unsold
Bonhams Zoute 2026 lot 132 — 1989 Lamborghini Countach 25th Anniversary
2026-10-11 · Auction source
Porsche 918 Spyder
2026-10-09 · Auction source
McLaren P1 Hybrid
2026-10-09 · Auction source
2014 Bugatti Veyron 16.4 Grand Sport Vitesse 'Jean-Pierre Wimille'
2026-09-26 · RM Sotheby's
2005 Ferrari Superamerica
2026-09-26 · RM Sotheby's