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2025 Ferrari 12Cilindri

Ferrari 12Cilindri 6.5 V12 F1 DCT Euro 6 (s/s) 2dr Novitec -Rosso Imola- Full PPF

£370,000
5,600 miles
F12PBP

Overview

Mileage
5,600 miles
Registration
2025 (25 reg)
Fuel type
Petrol
Body type
Coupe
Engine
6.5L
Gearbox
Automatic
Doors
2
Seats
2
Body colour
Red
Ferrari 12Cilindri - Rosso Imola - Novitec system - Full Carbon - Warranty to 2029 & Service plan to 2032. The Novitec highlight: The car is fitted with the Novitec exhaust system with Valvetronic remote control, so you can dial the V12 up or down on demand. The original Ferrari exhaust system is also provided, allowing a return to full factory specification at any time. The car wears full PPF throughout and carries an extensive carbon fibre package inside and out, including the carbon fibre engine cover a rarely-combined level of specification and one that sets this example well apart. Warranty, service & history: - Ferrari manufacturer warranty until 2029 - Ferrari service plan until 2032 - Full Ferrari main dealer service history - Last serviced May 2026 Exterior specification - Rosso Imola over Nero two-tone bodywork (BIC2) - Full carbon fibre aero: front spoiler, rear diffuser, rear boot trim, underdoor covers - Gloss black forged wheels with titanium wheel bolts, Michelin tyres - Yellow brake callipers Scuderia Ferrari shields - Panoramic roof Active-matrix LED headlights Front lift Automatic boot lid - Full PPF anti-stone-chip film Interior specification: - Dual-colour Blu Sterling leather with Nero upper cabin, Rosso 0504 stitching - Daytona racing seats (size XL) Cavallino stitched headrests - Full carbon cabin: steering wheel with LEDs, instrument cover, door panels, upper centre console - Passenger display high-end audio surround view front & rear parking radar with ACC - Aluminium footrests wireless charging SVR tracking with card Warrantied, serviced, and ready to go. Viewing by appointment.

Seller

History

Price history

When Price Δ
2 days ago £370,000 −£9,900
4 weeks ago £379,900

Mileage history

When Mileage Δ
4 weeks ago 5,600

Sources & channels

Sources (1)

  • Ferrari Primary
    search-make-ferrari
    First discovered: 2026-07-07 01:51:29

Primary source — authority over expiry decisions.

Item data

Processed fields

vrm
F12PBP
make
Ferrari
model
12Cilindri
trim line
Ferrari 12Cilindri 6.5 V12 F1 DCT Euro 6 (s/s) 2dr Novitec -Rosso Imola- Full PPF
year
2025
body type
Coupe
fuel type
Petrol
transmission
Automatic
engine size cc
6500
engine size litres
6.5
colour
Red
doors
2
seats
2
mileage
5600
price
370000
source key
search-make-ferrari
platform
autotrader

Item record

item id
60358
remote id
https://www.autotrader.co.uk/car-details/202607063921154
platform
autotrader
source key
search-make-ferrari
remote status
available
media count
22
first seen at
2026-07-07 01:51:29
last seen at
2026-08-03 23:10:50
completed at
2026-08-03 23:10:37
remote url
View original →

Raw data

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