Vehicle-spec procurement is the hard step of most projects that touch this data. Basic fields are paywalled. Definitions disagree between sources. Provenance lives as an asterisk in a PDF, three clicks from the value it's supposed to explain.
PCAF financed-emissions teams need CO₂ and fuel consumption by model-year with an auditable source on every value. EV charging and fleet teams need battery capacity, range, and DC charge rate across WLTP, EPA, and CLTC. Both groups end up hand-curating, because commercial datasets either gate the cells they care about or don't cite where the numbers came from.
Apex is built against that gap. Sourced from public datasets with commercial-use cleared provenance. Per-value citations. Flat snapshot pricing. 2023 model debuts as the evaluation sample.
Pricing, scope, corrections, custom segments: data@apex-db.org.