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 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: Jun 12, 2023 – Oct 2, 2026.

Distinct attributed trucks1,346
Exactly one resolvable power unit
Attributed inspections3,538
3,611 resolved unit records
Observed fleets1,267
Distinct inspection USDOTs
Reported trucks144,068
1,263 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 · 643 of 2,108 level 1/2/5/6 inspections
Driver OOS rate5.7%
vs 6.67% national · 200 of 3,516 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 393.9 · Vehicle Maintenance
25.4 / 100
CFR 392.2 · Unsafe Driving
14.8 / 100
CFR 393.45 · Vehicle Maintenance
12.4 / 100
CFR 393.75 · Vehicle Maintenance
10.9 / 100
CFR 396.3 · Vehicle Maintenance
10.2 / 100
CFR 393 · Vehicle Maintenance
9.4 / 100
CFR 393.11 · Vehicle Maintenance
7.4 / 100
CFR 396.17 · Vehicle Maintenance
7.3 / 100
CFR 393.55 · Vehicle Maintenance
7.2 / 100
CFR 393.47 · Vehicle Maintenance
6.2 / 100

CFR 393.9 · Vehicle Maintenance: 900 violations; 118 marked OOS.

CFR 392.2 · Unsafe Driving: 524 violations; 3 marked OOS.

CFR 393.45 · Vehicle Maintenance: 438 violations; 126 marked OOS.

CFR 393.75 · Vehicle Maintenance: 385 violations; 246 marked OOS.

CFR 396.3 · Vehicle Maintenance: 361 violations; 158 marked OOS.

CFR 393 · Vehicle Maintenance: 332 violations; 136 marked OOS.

CFR 393.11 · Vehicle Maintenance: 262 violations; 6 marked OOS.

CFR 396.17 · Vehicle Maintenance: 258 violations; 0 marked OOS.

CFR 393.55 · Vehicle Maintenance: 256 violations; 0 marked OOS.

CFR 393.47 · Vehicle Maintenance: 220 violations; 16 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
1,346
Distinct trucks
3,538
Attributed inspections