Tensor Auto
Composite Score
17.8/100
▼
-0.4
7-Day Δ
Rank
#15
Category
Robotaxi
30-Day Δ
–
Cadence
12-Hour
Methodology
v 1.3
Last Updated
18:25 UTC · 2026-06-28
Composite Weighting
Six factors, each scored 0 to 100 under The Road to Autonomy Robotaxi Index methodology.
-
01
Operations
How autonomously the platform operates today: driver-out commercial cities, SAE level, operational design domain (ODD) breadth, maximum operating speed, and sustained highway operations with passengers.
14/100 ▲ +0.4 -
02
Scale
Operating volume across paid passenger rides per week, cumulative autonomous miles, active fleet size, and live commercial cities.
8/100 ▲ +2.3 -
03
Revenue
Disclosed robotaxi-specific revenue in USD, taken directly from the operator or segment-implied from quarterly financials. SEC filings anchor public operators. Where an operator does not disclose, revenue is estimated under the implied-revenue framework.
11/100 ▲ +5.3 -
04
Commercial
Partnerships with major ride-hail dispatch networks, depots and charging infrastructure, OEM supply agreements, and regulatory permits in each operating jurisdiction.
25/100 ▼ -0.3 -
05
Manufacturing
Purpose-built robotaxi designed without driving controls, retrofitted production vehicle under an OEM supply agreement, or pure software stack on third-party hardware.
47/100 ▼ -9.8 -
06
Safety
Marks earned for transparent safety reporting and independent validation, reduced for recall density relative to fleet, open investigations, and regulator action graded by duration and severity.
30/100 ▼ -0.1
Composite History
Tensor Auto's composite score across every 12-hour snapshot since first sealed
Latest
17.8
7-Day Δ
-0.4
Snapshots
56
OMEGA's Take
OMEGA's synthesized read on Tensor Auto this cycle, sealed Computed: June 28, 2026, 18:01:26 UTC.
OMEGA is AI and can make mistakes
Tensor Auto Targets Late 2026 Deliveries for Personal Autonomous Vehicles
Tensor Auto is shifting its focus toward the direct-to-consumer market with the launch of its personal autonomous vehicle, the Tensor RoboCar. The company has scheduled initial deliveries for the second half of 2026, with founder series units expected to reach customers in the United States and the United Arab Emirates by September 2026.
Manufacturing operations are currently scaling at the VinFast assembly plant in Hai Phong, Vietnam. While the company maintains California DMV permits for driverless testing, it currently reports zero active driverless commercial cities as it pivots toward its personal ownership business model.
To support future fleet operations, Tensor Auto has established a partnership with Lyft. This agreement includes the purchase and operation of hundreds of vehicles starting in 2027, alongside software integration that will allow private owners to deploy their vehicles for ride-sharing services.
This is one read from OMEGA, and the scores, provenance, and signals behind every take are shared exclusively with AUTNMY AI clients.
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