DEMO PORTFOLIO   /   OCT 09, 2026   /   SIMULATED DATA
Inventory as a portfolio of financial positions

Used vehicle portfolio

One illustrative independent franchise dealership · 92 vehicles · live controls over simulated positions
Inventory capital
$2.45M
92 vehicles · $26,630 avg all-in
Expected lifecycle net P&L
$155.0K
Probability-weighted sell / markdown / exit outcomes
Expected 30-day P&L
$117.0K
Illustrative pace-adjusted contribution, not booked revenue
Wholesale liquidation P&L
−$110.7K
Immediate exit, less fees, versus all-in cost
Expected return / capital-day
0.153%
Aggregate expected profit / capital-days to disposition

Position map

Vehicle age vs expected net return per dollar per day · bubble size reflects invested capital
Select a bubble for VIN detail
Open the published page to explore the position chart. The VIN table below is preloaded.
Hold / addMonitorExit / reprice

Capital allocation

Capital by manager decision
Loading allocation visualization…
Avg. days in stock
37.5 days
Expected wholesale haircut
-4.5%
At-risk capital in exit bucket
$746.2K
30-day price drift exposure*
$24.0K

Capital by vehicle segment

Position concentration and 30-day market trend
Loading segment breakdown…

Position inspection

Choose a row or chart bubble to inspect mark-to-market and expected outcomes

VIN decision queue

Sorted by highest action priority · click any header to sort
VehicleAgeAll-in basisRetail askExit P&LExpected net P&LExpected % / day30d marketMarket daysAction
2021 Ford F-150
HT6YEE1U · 40,100 miles
70d$33,225$37,500−$1,800$1,8030.217%-1.7%34EXIT / REPRICE
2024 Chevrolet Silverado 1500
A0ZUJYDR · 76,400 miles
76d$33,225$37,500−$1,100$1,5250.071%-0.4%57EXIT / REPRICE
2023 Toyota Camry
54LB58CT · 53,300 miles
66d$21,150$25,000−$1,925$1,7600.297%+1.5%25EXIT / REPRICE
2024 Toyota Tacoma
X4BME9FR · 18,100 miles
72d$37,325$40,600$200$1,0030.077%-2.3%42EXIT / REPRICE
2024 Chevrolet Silverado 1500
5FJLSM6K · 47,800 miles
64d$36,625$40,600−$2,500$1,3270.060%-3.1%50EXIT / REPRICE
2024 Subaru Outback
R1L0JJDG · 18,100 miles
68d$31,400$35,600−$1,275$1,6030.111%-3.1%40EXIT / REPRICE
2021 Tesla Model 3
Y1DAKSM8 · 42,300 miles
26d$22,775$27,600−$4,350$2,0490.155%-4.3%64EXIT / REPRICE
2024 Toyota Tacoma
W3GDHEJE · 46,700 miles
35d$35,375$37,400−$550$1870.025%+0.7%28EXIT / REPRICE
2021 Kia Sportage
Z5WA24W2 · 59,900 miles
78d$18,000$19,700−$2,475−$168-0.025%-0.4%37EXIT / REPRICE
2022 Lexus RX 350
4D8YF7K0 · 67,600 miles
65d$31,775$35,300−$650$1,3080.121%+0.3%46EXIT / REPRICE
2023 Chevrolet Equinox
9TEUMVUS · 84,100 miles
62d$17,100$22,300−$4,075$2,3460.241%-0.8%50EXIT / REPRICE
2021 Ford F-150
A36ZFRMW · 24,700 miles
39d$33,175$37,400−$3,350$1,6840.100%-1.8%43EXIT / REPRICE
2024 Toyota Tacoma
LEMY1508 · 73,100 miles
55d$33,975$36,500−$1,850$2140.015%+0.0%35EXIT / REPRICE
2022 Lexus RX 350
43C5BA75 · 85,200 miles
69d$32,800$34,900−$275$1500.014%-0.6%39EXIT / REPRICE
2021 BMW X3
L90U24C9 · 57,700 miles
40d$29,075$31,800−$1,950$3940.019%-0.7%63EXIT / REPRICE
2023 Lexus RX 350
64JXVEKU · 79,700 miles
61d$35,425$39,300$0$1,6410.309%+3.1%20EXIT / REPRICE
2023 Chevrolet Equinox
YKJ3PRZF · 40,100 miles
77d$22,450$26,600$1,075$2,1420.133%+0.2%64EXIT / REPRICE
2023 Chevrolet Silverado 1500
BSU02N4H · 85,200 miles
74d$31,100$36,900−$375$3,1540.216%+0.4%40EXIT / REPRICE
2023 Toyota Tacoma
UDGWDT3R · 83,000 miles
70d$32,125$35,500−$1,000$1,2580.280%-1.1%19EXIT / REPRICE
2023 Kia Sportage
P229YP9N · 80,800 miles
74d$22,250$24,600−$3,325$90.001%+1.1%43EXIT / REPRICE
2022 Toyota Camry
AFTR2V5D · 52,200 miles
47d$19,525$24,000−$4,900$2,0380.243%-2.6%37EXIT / REPRICE
2024 Toyota Tacoma
M6UYC2YM · 25,800 miles
54d$37,550$40,300−$2,425$3160.017%-2.8%39EXIT / REPRICE
2023 Kia Sportage
TMADP8D8 · 22,500 miles
74d$28,375$31,600−$50$1,1540.081%-1.0%50EXIT / REPRICE
2023 Chevrolet Equinox
FKG4X58S · 58,800 miles
77d$19,150$22,600−$525$1,4930.147%+0.4%51EXIT / REPRICE
2022 Toyota RAV4
VDD24N4B · 70,900 miles
73d$20,125$25,000−$600$2,5500.259%-2.2%44EXIT / REPRICE
2024 Honda CR-V
FEGGBMKU · 46,700 miles
56d$31,175$34,000−$2,450$6280.043%-0.2%38EXIT / REPRICE
2023 Toyota RAV4
A30MF8MD · 20,300 miles
37d$27,475$32,000−$150$2,3660.210%+0.2%42MONITOR
2021 Honda CR-V
NR4FMZ0Z · 65,400 miles
35d$22,650$25,300−$325$1,0750.250%-0.0%21MONITOR
2021 Honda Civic
HMWHHCXH · 34,600 miles
18d$14,925$17,900−$200$1,6170.349%-1.9%28MONITOR
2025 Jeep Grand Cherokee
Z9DPM5JG · 63,200 miles
11d$32,550$36,700$875$2,4250.159%+2.1%41MONITOR
2024 Tesla Model 3
P8VWBCYV · 85,200 miles
21d$23,500$28,100−$275$2,6060.144%-1.2%64MONITOR
2022 Hyundai Tucson
66NF40X9 · 53,300 miles
28d$20,175$22,300−$1,750$5100.084%-1.8%39MONITOR
2024 Kia Sportage
26PXF759 · 18,100 miles
16d$30,475$33,200−$350$1,0240.073%-2.5%52MONITOR
2024 BMW X3
HAGL58KY · 74,200 miles
5d$34,625$40,600$400$3,8150.216%-2.9%66MONITOR
2023 Chevrolet Equinox
WYSRHS63 · 33,500 miles
40d$18,575$23,400−$1,450$3,0540.587%+0.2%26MONITOR
2022 Toyota RAV4
TJYA12DR · 28,000 miles
38d$22,800$25,700−$1,675$1,0690.151%-1.7%37MONITOR
2022 Honda CR-V
1SJJY2UX · 81,900 miles
8d$17,450$19,500−$525$7610.068%-2.9%52MONITOR
2022 Ford F-150
A6VS8KN6 · 26,900 miles
38d$37,150$40,300−$525$9760.063%+0.6%45MONITOR
2025 Toyota Camry
SJNW802F · 75,300 miles
34d$25,325$28,200−$1,200$1,0480.180%-0.1%31MONITOR
2022 Honda Civic
YCYAPTRM · 20,300 miles
41d$17,775$22,100−$750$2,5040.454%+1.4%28MONITOR
2024 Jeep Grand Cherokee
MTLTMJKW · 80,800 miles
21d$27,200$31,800−$975$2,3400.156%-2.4%62MONITOR
2022 BMW X3
L9PT9YUP · 78,600 miles
37d$29,400$34,000−$1,975$2,2260.161%+0.5%53MONITOR
2022 Toyota RAV4
5RUS0PYF · 43,400 miles
32d$23,025$26,100−$1,300$1,3410.121%-3.1%45MONITOR
2023 Honda CR-V
1RDX5RZ6 · 53,300 miles
45d$24,400$27,300$225$1,3020.144%-3.2%34MONITOR
2023 Chevrolet Silverado 1500
71462H3H · 76,400 miles
34d$31,650$35,800−$225$1,9310.133%+0.3%42MONITOR
2021 Honda Civic
V7HC47KP · 47,800 miles
52d$19,700$23,100$225$1,8980.741%-0.5%12MONITOR
2022 Jeep Grand Cherokee
8BNR85DZ · 21,400 miles
40d$31,725$35,900−$300$2,0060.119%+0.7%43MONITOR
2023 Tesla Model 3
X06YKYB9 · 41,200 miles
16d$24,350$27,200−$1,425$9440.076%-1.9%54MONITOR
2024 Hyundai Tucson
DY5V5R6P · 76,400 miles
15d$18,775$21,200−$1,550$8880.085%+0.2%54MONITOR
2023 Kia Sportage
YZAK27MF · 66,500 miles
15d$20,900$23,100−$2,175$5280.063%+1.0%48MONITOR
2022 BMW X3
JYTRK1DR · 73,100 miles
10d$29,000$33,800−$875$2,7840.152%+1.0%57MONITOR
2023 Chevrolet Equinox
CXUG2M8Y · 73,100 miles
55d$17,275$22,400−$3,250$2,6400.509%-0.0%39MONITOR
2023 Ford F-150
CY7LYYE0 · 39,000 miles
48d$36,925$40,700−$1,500$1,4340.125%-1.1%35MONITOR
2021 Chevrolet Silverado 1500
TU1UY5XW · 69,800 miles
44d$30,700$34,500−$2,075$1,2580.055%-2.3%61MONITOR
2022 Honda Civic
7PPNNCHL · 52,200 miles
8d$16,925$18,400−$1,500$1880.041%-2.5%34MONITOR
2021 Jeep Grand Cherokee
EHYXC4TU · 63,200 miles
20d$26,800$29,700−$1,075$1,0810.135%-2.4%41MONITOR
2023 Subaru Outback
9JA3M1X2 · 50,000 miles
20d$25,600$30,000−$2,875$2,0750.176%+0.5%61MONITOR
2024 Hyundai Tucson
VLCYLWRZ · 63,200 miles
36d$25,850$30,100−$225$2,3190.166%-1.6%55MONITOR
2022 Toyota Tacoma
NVWZ8N2V · 22,500 miles
47d$31,900$36,200−$2,075$1,7420.124%-1.8%36MONITOR
2023 Kia Sportage
R6RCZ4LM · 72,000 miles
42d$19,575$22,000−$2,550$5900.094%-0.6%37MONITOR
2023 Honda CR-V
12NPVGVC · 86,300 miles
41d$22,975$26,900−$450$2,2210.312%-0.9%32MONITOR
2023 Ford F-150
E7LNX4WT · 55,500 miles
17d$36,875$40,500−$2,350$1,1550.068%-1.2%49MONITOR
2022 Honda Civic
PM2EB8C7 · 84,100 miles
26d$16,750$19,800−$925$1,5880.365%-3.1%27MONITOR
2024 Jeep Grand Cherokee
AV7P75SG · 84,100 miles
29d$31,150$35,000−$25$1,9090.130%+1.0%44MONITOR
2025 Subaru Outback
15KBKW7M · 62,100 miles
38d$25,725$29,000−$1,000$1,3630.106%+2.0%41MONITOR
2023 Tesla Model 3
RLPD9S7A · 86,300 miles
19d$22,625$24,500−$2,300$1490.020%+0.5%45MONITOR
2023 Hyundai Tucson
KXHEF1WP · 79,700 miles
36d$22,925$25,900−$2,400$8910.079%-2.7%55MONITOR
2024 BMW X3
NHSFG52B · 69,800 miles
50d$37,375$42,800−$950$2,6520.127%-1.3%71MONITOR
2024 Lexus RX 350
WW24H59U · 19,200 miles
32d$41,800$46,500−$2,475$2,0170.115%-3.5%44MONITOR
2021 Chevrolet Silverado 1500
A3Z37DDE · 35,700 miles
31d$32,675$36,700−$2,550$1,6760.128%+0.9%41MONITOR
2024 Jeep Grand Cherokee
NGWN2KJC · 35,700 miles
12d$28,000$31,800−$1,075$2,0970.183%-0.0%40MONITOR
2022 Subaru Outback
25AP20V9 · 69,800 miles
21d$20,950$22,400$75$1570.024%-1.3%40MONITOR
2022 Tesla Model 3
8LX3LM35 · 40,100 miles
50d$24,150$27,200−$325$1,1660.142%-1.1%45MONITOR
2025 Hyundai Tucson
G9F2A08G · 35,700 miles
40d$26,500$31,100−$675$2,6590.245%+0.8%39MONITOR
2022 BMW X3
UVLRS3XG · 59,900 miles
45d$28,950$33,000$375$2,0140.158%+0.8%59MONITOR
2024 Lexus RX 350
5UYWXWM4 · 72,000 miles
5d$38,150$40,700−$2,725$3480.019%+1.0%42MONITOR
2023 Subaru Outback
AN72KZ12 · 76,400 miles
25d$22,300$27,000$325$3,0250.468%+0.7%38HOLD / ADD
2023 Lexus RX 350
3Z81GR87 · 63,200 miles
5d$39,800$43,900$525$2,3660.212%-0.1%29HOLD / ADD
2022 Hyundai Tucson
6KWRVB8D · 84,100 miles
16d$18,450$22,500−$1,525$2,1410.283%-1.5%53HOLD / ADD
2022 Toyota Camry
F788K53S · 52,200 miles
19d$16,025$18,900$0$1,4820.243%-0.3%42HOLD / ADD
2023 Subaru Outback
3H23WK99 · 66,500 miles
9d$22,800$26,900−$375$2,4970.576%-0.0%25HOLD / ADD
2022 Toyota RAV4
LRSX3WMC · 31,300 miles
20d$24,575$29,600$1,650$3,4300.465%+1.1%29HOLD / ADD
2023 Honda CR-V
D6M0TFJR · 21,400 miles
9d$27,300$32,100−$2,575$2,9220.465%-0.7%19HOLD / ADD
2022 Toyota Camry
9SKNU833 · 42,300 miles
23d$20,525$25,300−$1,100$3,0110.587%+1.1%26HOLD / ADD
2024 Tesla Model 3
U9UJ1GM2 · 63,200 miles
19d$27,600$32,600−$3,275$2,8020.317%-1.2%43HOLD / ADD
2023 Toyota RAV4
J5FLWL2T · 81,900 miles
28d$22,400$26,100−$575$2,0210.361%-0.8%28HOLD / ADD
2023 Toyota Camry
8SUVZ5Z3 · 32,400 miles
26d$24,225$29,100−$800$3,1300.517%+1.2%21HOLD / ADD
2023 Chevrolet Equinox
5K037V8V · 55,500 miles
9d$16,825$21,300−$2,500$2,5640.215%+0.2%66HOLD / ADD
2022 Toyota RAV4
5L8A78D9 · 51,100 miles
34d$24,650$29,000$475$2,5760.249%+0.8%39HOLD / ADD
2023 Honda CR-V
PVHEJ7WP · 51,100 miles
28d$25,525$29,000−$2,400$1,5430.202%+0.7%30HOLD / ADD
2022 Ford F-150
698U4C3B · 63,200 miles
31d$31,475$36,900−$150$3,2820.227%-1.2%42HOLD / ADD
2023 Honda Civic
PCFH4N6L · 22,500 miles
31d$24,500$28,800−$775$2,2070.209%-0.5%42HOLD / ADD
* Thirty-day drift exposure is a rough downside indicator: the sum of each vehicle's all-in basis multiplied by its negative simulated 30-day market trend. It is not a loss forecast or statistically calibrated VaR. Expected net P&L uses simulated probabilities and simplified sales expenses. Wholesale liquidation P&L uses assumed auction / selling costs. A real deployment would require live appraisal feeds, VDP / lead performance, wholesale bids, reconditioning status, pricing history, carrying cost, and an out-of-sample backtest. All dollars and vehicles here are synthetic; this is a product concept, not valuation, accounting, or trading advice.
Trader's rule: Never liquidate simply because a VIN turned 45 days old. Compare expected incremental profit from holding, the recoverable cash from selling today, and the expected return available from redeploying that capital into another vehicle. Market risk and uncertainty determine the risk charge.