Model platform statistics

INTERNATIONAL LF517

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 Nov 6, 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: Jun 12, 2023 – Nov 2, 2026.

Distinct attributed trucks1,366
Exactly one resolvable power unit
Attributed inspections3,614
3,697 resolved unit records
Observed fleets1,283
Distinct inspection USDOTs
Reported trucks144,633
1,278 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 rate30.5%
vs 22.26% national · 660 of 2,162 level 1/2/5/6 inspections
Driver OOS rate5.7%
vs 6.67% national · 203 of 3,592 level 1/2/3/6 inspections

Top violation groups

Attributable vehicle violations grouped only by CFR section and BASIC category as of Nov 6, 2026. Frequencies are per 100 attributed inspections.

CFR 393.9 · Vehicle Maintenance
25.5 / 100
CFR 392.2 · Unsafe Driving
14.9 / 100
CFR 393.45 · Vehicle Maintenance
12.6 / 100
CFR 393.75 · Vehicle Maintenance
11.1 / 100
CFR 396.3 · Vehicle Maintenance
10.2 / 100
CFR 393 · Vehicle Maintenance
9.5 / 100
CFR 393.11 · Vehicle Maintenance
7.5 / 100
CFR 393.55 · Vehicle Maintenance
7.3 / 100
CFR 396.17 · Vehicle Maintenance
7.2 / 100
CFR 393.47 · Vehicle Maintenance
6.1 / 100

CFR 393.9 · Vehicle Maintenance: 923 violations; 122 marked OOS.

CFR 392.2 · Unsafe Driving: 539 violations; 3 marked OOS.

CFR 393.45 · Vehicle Maintenance: 457 violations; 133 marked OOS.

CFR 393.75 · Vehicle Maintenance: 402 violations; 254 marked OOS.

CFR 396.3 · Vehicle Maintenance: 368 violations; 160 marked OOS.

CFR 393 · Vehicle Maintenance: 344 violations; 142 marked OOS.

CFR 393.11 · Vehicle Maintenance: 270 violations; 6 marked OOS.

CFR 393.55 · Vehicle Maintenance: 265 violations; 0 marked OOS.

CFR 396.17 · Vehicle Maintenance: 262 violations; 0 marked OOS.

CFR 393.47 · Vehicle Maintenance: 221 violations; 18 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.

LoneStar
100.0% of labeled attributed inspections
1,366
Distinct trucks
3,614
Attributed inspections