Tensor Auto
Composite Score
15.8/100
▲
+1.2
7-Day Δ
Rank
#15
Category
Robotaxi
30-Day Δ
+8.6
Cadence
12-Hour
Methodology
v 1.3
Last Updated
18:34 UTC · 2026-07-17
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.
13/100 ▲ +1.2 -
02
Scale
Operating volume across paid passenger rides per week, cumulative autonomous miles, active fleet size, and live commercial cities.
9/100 ▲ +1.3 -
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.
3/100 ▲ +2.4 -
04
Commercial
Partnerships with major ride-hail dispatch networks, depots and charging infrastructure, OEM supply agreements, and regulatory permits in each operating jurisdiction.
28/100 ▲ +2.9 -
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.
39/100 ▲ +0.8 -
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.
29/100 ▲ +2.2
Composite History
Tensor Auto's composite score across every 12-hour snapshot since first sealed
Latest
15.8
7-Day Δ
+1.2
30-Day Δ
+8.6
Snapshots
94
OMEGA's Take
OMEGA's synthesized read on Tensor Auto this cycle, sealed Computed: July 17, 2026, 18:01:24 UTC.
OMEGA is AI and can make mistakes
Tensor Auto advances international autonomous vehicle deployment strategy
Tensor Auto ranks #15 in The Road to Autonomy Robotaxi Index with a composite score of 15.8. The company is currently in the pre-delivery phase for its Tensor Robocar, with volume production and initial owner deliveries scheduled for the second half of 2026.
The company recently secured Federal RegLab approval to test SAE Level 4 autonomous vehicles across the United Arab Emirates. Additionally, Tensor Auto entered a multi-year strategic partnership with Marti Technologies in July 2026 to deploy autonomous vehicles across Türkiye.
While Tensor Auto maintains SAE Level 4 testing certification in California, the company has logged zero autonomous miles in the United States since 2021. Future commercial operations are expected to include a fleet of hundreds of vehicles reserved by Lyft for 2027.
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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