Vehicle Reliability Catalog
Vol. 1 — Data-driven insights from millions of complaints, recalls, and service bulletins
We analyze unstructured, real-world data to identify defect patterns before they become your problem. Transparency. Integrity. Advocacy.
Finding the Signal in the Noise
Our catalog is built on rigorous analysis of three critical data sources, revealing what manufacturers won't tell you.
Recalls
Official safety recalls from NHTSA and manufacturers
Consumer Complaints
Real-world issues reported by vehicle owners
Technical Service Bulletins
Internal manufacturer repair instructions
Powered by our proprietary
Defect Signal Score™
We turn complex data into actionable intelligence, helping you drive with confidence and hold manufacturers accountable.
Born from Experience
Sapientiae.io was founded by Nyree Hinton, a data analyst who discovered a critical odometer discrepancy in his 2022 Tesla Model Y. Using his professional expertise, Nyree uncovered what Tesla wouldn't reveal—and turned that fight for transparency into a mission.
This catalog represents our commitment to preventing others from facing the same frustration and financial loss. We believe every vehicle owner deserves access to the unvarnished truth about their car's safety and reliability.
Acura
Honda's luxury division emphasizes "Precision Crafted Performance." Our analysis examines 2020 models for defect patterns in advanced safety systems and hybrid powertrains.
View Full Incident Report
Our comprehensive analysis reveals high-volume safety concerns including catastrophic transmission failures at highway speeds, widespread electrical system malfunctions, and critical steering control hazards. Click above to expand the full technical report with detailed findings and complaint IDs.
2020 Acura NSX
Supercar design language.
2020 Acura TLX
Sport sedan profile.
2020 Acura MDX
Three-row luxury SUV.
2020 Acura RDX
Compact luxury crossover.
2020 Acura ILX
Entry luxury sedan.
2020 Acura MDX Sport Hybrid
Hybrid luxury SUV.
2020 Acura RLX Sport Hybrid SH-AWD
Flagship hybrid sedan.
Audi
German engineering meets digital innovation. We track complaint trends in Audi's complex infotainment systems, dual-clutch transmissions, and early e-tron electric powertrains.
View Full Incident Report
Analysis reveals catastrophic electrical failures leading to vehicle stalling at highway speeds, systemic water ingress issues damaging critical control modules, and cascading failures from faulty ignition systems. Models A4, A6, Q7, Q8, and TT warrant immediate attention.
2020 Audi A3
Compact luxury sedan.
2020 Audi A3 E-Tron
Plug-in hybrid compact.
2020 Audi A4
Compact executive sedan.
2020 Audi A5
Sporty coupe design.
2020 Audi A6
Executive luxury sedan.
2020 Audi A6 Allroad
Rugged luxury wagon.
2020 Audi Q3
Compact luxury SUV.
2020 Audi Q5
Best-selling luxury crossover.
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2020 Audi Q5 E-Tron
Electric luxury crossover.
2020 Audi RS 3
High-performance compact.
2020 Audi S4
Sport performance sedan.
2020 Audi S6
Performance executive sedan.
2020 Audi S7
Sportback performance.
2020 Audi SQ5
High-performance SUV.
Jaguar
British luxury meets performance ambition. Our data reveals patterns in electrical system failures, infotainment issues, and I-Pace battery reliability concerns across 2020 models.
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Critical findings include I-PACE high-voltage battery fires and brake failures, F-PACE catastrophic engine failures and electrical shutdowns, and cross-model patterns of unintended acceleration. Multiple safety recalls and manufacturer buybacks documented.
2020 F-Type R-Dynamic
Iconic sports car coupe.
2020 F-Type Convertible
Open-top sports car.
2020 F-Pace Checkered Flag
Performance SUV special edition.
2020 I-Pace HSE
All-electric performance SUV.
2020 XF Prestige
Executive luxury sedan.
2020 XF S
Performance sedan.
2018 XJ XJR575
Flagship luxury sedan.
GMC
"Professional Grade" trucks and SUVs built for demanding use. We monitor transmission complaints, brake system issues, and engine reliability across GMC's 2020 lineup.
View Full Incident Report
Severe structural corrosion patterns identified in Canyon and Sierra models, including complete frame rust-through and catastrophic brake line failures. Sierra Denali exhibits high-volume steering system failures. Comprehensive analysis of powertrain, suspension, and electrical deficiencies included.
2020 GMC Acadia
Midsize SUV.
2020 GMC Canyon
Midsize pickup truck.
2020 GMC Savana
Full-size van.
2020 GMC Sierra 1500
Full-size pickup truck.
2020 GMC Sierra 3500
Heavy-duty pickup.
2020 GMC Sierra Denali
Luxury pickup truck.
2020 GMC Terrain
Compact SUV.
2020 GMC Yukon
Full-size SUV.
2020 GMC Yukon XL
Extended full-size SUV.
Tesla
The catalyst for Sapientiae.io. Our analysis tracks phantom braking, autopilot anomalies, battery degradation, build quality issues, and odometer discrepancies—the very problem that started our mission.
View Full Incident Report
The genesis of Sapientiae.io. Our analysis examines phantom braking events at highway speeds, Autopilot/FSD reliability concerns, battery degradation patterns, software update regressions, and the odometer discrepancy that sparked our founder's mission. This report represents why transparent vehicle data matters.
2020 Tesla Model 3
Compact electric sedan.
2020 Tesla Model S
Full-size electric sedan.
2020 Tesla Model X
Electric luxury SUV.
2020 Tesla Model Y
Compact electric SUV.
Ready for Deeper Insights?
This catalog is just the beginning. Get full access to our Defect Signal Score™, detailed complaint analysis, and real-time safety alerts for any vehicle.
Drive with confidence. Negotiate with knowledge. Hold manufacturers accountable.
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