AV Fleet Depot Operations — Waymo's Hidden Scaling Bottleneck vs Tesla's Asset-Light Model
Waymo depots charge, calibrate, and clean every vehicle daily — a capital-intensive ceiling Tesla's consumer model sidesteps by distributing costs to owners.
Tags · #economics
AV Ride Economics — Cost Per Mile, VPO Leverage, and the Path to AV Profitability
Bottom-up cost model for one AV ride: vehicle amortization, VPO leverage, fleet utilization — and what Waymo and Tesla robotaxi need to reach profitability.
Physical AI Unit Economics 2026 — Waymo Per-Ride Cost vs Tesla Cybercab vs Aurora Trucking: The AV Profitability Benchmark
No major AV platform is profitable in 2026. Waymo needs Gen 6 cost cuts. Tesla Cybercab targets est. $30K. Aurora must undercut truck driver wages per mile.
Robotaxi vs Ride-Hail Economics — When Does Waymo or Cybercab Beat Uber on Cost?
Unit economics model for robotaxi cost crossover — when Waymo or Tesla Cybercab undercuts Uber per mile at scale.
Waymo Gen 6 Vehicle — Purpose-Built, Zeekr-Manufactured, and the Key to Fleet Economics
Waymo's shift from the Jaguar I-PACE Gen 5 to a purpose-built Gen 6 vehicle made with Zeekr is the most important cost-reduction move in commercial AV history.