Model platform statistics

VOLVO TRUCK VNL (4)

Power

Observed trucks and fleets, single-power-unit inspection outcomes, and failure groups grounded in the federal CFR section and BASIC reference.

Interpretation guardrail

These roadside results reflect operators' maintenance and duty cycle as much as the vehicle. They are not evidence of a manufacturer defect. OOS rates and failure frequencies are normalized per inspection, never presented as a raw count pretending to be a rate.

Violation detail is as of Oct 7, 2026; it is not current. Platform and cab labels appear only where external evidence established them. A missing label means “not established,” never “no.”

Observed model footprint

Attributed inspection span: Jul 17, 2023 – Oct 6, 2026.

Distinct attributed trucks11,475
Exactly one resolvable power unit
Attributed inspections22,452
24,213 resolved unit records
Observed fleets3,196
Distinct inspection USDOTs
Reported trucks347,823
3,187 fleets with established truck_units

Reported trucks sum FMCSA truck_units across distinct observed fleets after the existing plausibility clamp. It is operator context, not this model's production count, and never uses power_units or MCS-150 mileage.

Level-scoped OOS outcomes

Rates count OOS inspections only inside the same inspection-level population used by their denominator.

Vehicle OOS rate15.5%
vs 22.26% national · 1,678 of 10,837 level 1/2/5/6 inspections
Driver OOS rate3.7%
vs 6.67% national · 826 of 22,424 level 1/2/3/6 inspections

Top violation groups

Attributable vehicle violations grouped only by CFR section and BASIC category as of Oct 7, 2026. Frequencies are per 100 attributed inspections.

CFR 393.75 · Vehicle Maintenance
6.2 / 100
CFR 392.2 · Unsafe Driving
5.1 / 100
CFR 393.45 · Vehicle Maintenance
3.8 / 100
CFR 393.9 · Vehicle Maintenance
2.4 / 100
CFR 393.55 · Vehicle Maintenance
1.8 / 100
CFR 393 · Vehicle Maintenance
1.7 / 100
CFR 393.47 · Vehicle Maintenance
1.6 / 100
CFR 396.17 · Vehicle Maintenance
1.5 / 100
CFR 396.3 · Vehicle Maintenance
1.2 / 100
CFR 393.95 · Vehicle Maintenance
1.0 / 100

CFR 393.75 · Vehicle Maintenance: 1,385 violations; 1,123 marked OOS.

CFR 392.2 · Unsafe Driving: 1,150 violations; 20 marked OOS.

CFR 393.45 · Vehicle Maintenance: 846 violations; 244 marked OOS.

CFR 393.9 · Vehicle Maintenance: 536 violations; 145 marked OOS.

CFR 393.55 · Vehicle Maintenance: 407 violations; 0 marked OOS.

CFR 393 · Vehicle Maintenance: 378 violations; 239 marked OOS.

CFR 393.47 · Vehicle Maintenance: 357 violations; 14 marked OOS.

CFR 396.17 · Vehicle Maintenance: 335 violations; 0 marked OOS.

CFR 396.3 · Vehicle Maintenance: 271 violations; 176 marked OOS.

CFR 393.95 · Vehicle Maintenance: 224 violations; 0 marked OOS.

Established platform and cab splits

Only externally sourced labels are listed; the model rollup above still includes VINs whose labels are not established.

No platform or cab label is established for this model. That does not mean the model has no platform variants or cab configurations; it means this store has no sourced label to publish.