Live · The Road to Autonomy Indices
.RCI · Robotaxi Confidence Index 57.0 ▲ +0.1 .ADLCI · Autonomous Driving Licensing Confidence Index 42.2 ▲ +0.6 .ATCI · Autonomous Trucks Confidence Index 39.4 – 0.0 .DCI · Delivery Bots Confidence Index 52.3 ▲ +0.2 WaymoUS 84.5 ▲ +2.6 Baidu Apollo GoCN 79.5 – 0.0 WeRideCN 78.1 ▲ +14.6 Starship TechnologiesEE 66.0 – 0.0 Pony.aiCN 65.5 ▲ +0.9 Serve RoboticsUS 62.0 ▲ +3.4 XPengCN 57.6 ▲ +16.8 NeolixCN 55.9 – 0.0 TeslaUS 55.5 ▲ +10.6 MobileyeIL 53.7 ▲ +12.1 AuroraUS 53.7 ▼ -3.0 MomentaCN 53.2 ▲ +20.1 KodiakUS 50.5 – 0.0 Applied IntuitionUS 50.1 ▲ +1.0 CocoUS 49.4 ▼ -1.4 DeepRoute.aiCN 49.3 ▲ +7.1 Cao Cao MobilityCN 49.0 ▲ +3.1 Didi Autonomous DrivingCN 48.0 ▲ +2.1 ZooxUS 44.3 ▲ +7.9 DoorDash DotUS 43.0 ▼ -2.3 MeituanCN 41.5 – 0.0 Bot AutoUS 40.9 ▲ +4.4 AvrideUS 39.8 ▲ +0.3 Volvo Autonomous SolutionsSE 38.4 – 0.0 MotionalUS 35.5 ▲ +1.5 May MobilityUS 35.3 ▲ +0.3 Avride PodUS 34.7 ▲ +2.5 WaabiCA 30.3 ▼ -0.9 WayveGB 29.5 ▲ +0.4 MOIA AmericaDE 28.7 ▲ +3.1 TorcUS 28.0 – 0.0 VerneHR 27.3 ▲ +2.1 Tensor AutoUS 25.1 ▼ -1.1 NuroUS 24.4 ▲ +3.5 AutobrainsIL 22.1 ▲ +0.3 Stack AVUS 19.4 – 0.0 Helm.aiUS 19.3 – 0.0 PlusAIUS 17.7 ▼ -0.5 HUMAINSA 2.7 – 0.0 .RCI · Robotaxi Confidence Index 57.0 ▲ +0.1 .ADLCI · Autonomous Driving Licensing Confidence Index 42.2 ▲ +0.6 .ATCI · Autonomous Trucks Confidence Index 39.4 – 0.0 .DCI · Delivery Bots Confidence Index 52.3 ▲ +0.2 WaymoUS 84.5 ▲ +2.6 Baidu Apollo GoCN 79.5 – 0.0 WeRideCN 78.1 ▲ +14.6 Starship TechnologiesEE 66.0 – 0.0 Pony.aiCN 65.5 ▲ +0.9 Serve RoboticsUS 62.0 ▲ +3.4 XPengCN 57.6 ▲ +16.8 NeolixCN 55.9 – 0.0 TeslaUS 55.5 ▲ +10.6 MobileyeIL 53.7 ▲ +12.1 AuroraUS 53.7 ▼ -3.0 MomentaCN 53.2 ▲ +20.1 KodiakUS 50.5 – 0.0 Applied IntuitionUS 50.1 ▲ +1.0 CocoUS 49.4 ▼ -1.4 DeepRoute.aiCN 49.3 ▲ +7.1 Cao Cao MobilityCN 49.0 ▲ +3.1 Didi Autonomous DrivingCN 48.0 ▲ +2.1 ZooxUS 44.3 ▲ +7.9 DoorDash DotUS 43.0 ▼ -2.3 MeituanCN 41.5 – 0.0 Bot AutoUS 40.9 ▲ +4.4 AvrideUS 39.8 ▲ +0.3 Volvo Autonomous SolutionsSE 38.4 – 0.0 MotionalUS 35.5 ▲ +1.5 May MobilityUS 35.3 ▲ +0.3 Avride PodUS 34.7 ▲ +2.5 WaabiCA 30.3 ▼ -0.9 WayveGB 29.5 ▲ +0.4 MOIA AmericaDE 28.7 ▲ +3.1 TorcUS 28.0 – 0.0 VerneHR 27.3 ▲ +2.1 Tensor AutoUS 25.1 ▼ -1.1 NuroUS 24.4 ▲ +3.5 AutobrainsIL 22.1 ▲ +0.3 Stack AVUS 19.4 – 0.0 Helm.aiUS 19.3 – 0.0 PlusAIUS 17.7 ▼ -0.5 HUMAINSA 2.7 – 0.0
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David Moss, Coast to Coast - The Road to Autonomy

12,961 Tesla FSD Supervised Miles, Zero Interventions & Unsupervised Robotaxis in Austin

This week on Autonomy Markets, Grayson Brulte and Walter Piecyk are joined by their first-ever guest, David Moss, to discuss his 12,961-mile zero-intervention drive across the country on Tesla FSD, the reality of the Unsupervised Robotaxi rollout in Austin, and the commercial viability of LiDAR sensors in consumer vehicles.

The conversation heats up as Walt questions David, a LiDAR LiDAR Salesman on whether the massive data processing requirements of LiDAR could introduce latency, potentially citing a recent Waymo incident involving a child as a case study. David argues that while LiDAR offers theoretical range advantages, the compute wall and cost constraints make it a one-trick pony compared to the scalability of a vision-only stack.

While the group debates sensor suites, David shares his on-the-ground experience in Austin, revealing it took 58 attempts to finally secure a ride in a Unsupervised Tesla Robotaxi, and confirmed the fleet is being retrofitted with new cleaning jets for the camera sensors to handle weather occlusion.

Looking at the broader robotaxi market, the trio analyzes their Zoox experiences at CES, with David noting the vehicle’s braking was significantly harsher than Waymo or Tesla FSD, while Walt highlights the motion sickness challenges inherent in the vehicle’s carriage-style seating configuration.

In Prediction Corner, the group debates the timeline for Tesla removing the safety driver on highways, with David offering a bullish forecast for Memorial Day, while Walt and Grayson take a more conservative stance, predicting a rollout closer to late 2026.

Read the Full Episode Transcript

Episode Chapters

  • 0:00 Coast to Coast Fully Autonomous in a Tesla Model 3
  • 10:49 The Next Record
  • 12:16 FSD Unsupervised in Austin
  • 16:16 Waymo Experience on Uber in Austin
  • 17:17 Robotaxi Safety Attendants
  • 19:44 Unsupervised Robotaxi Service Area
  • 21:43 Sensor Cleaning
  • 26:05 Robotaxi, No Highways in Austin, Yet
  • 32:11 Zoox Las Vegas Experiences
  • 37:13 LiDAR
  • 48:07 Why Autonomy
The Road to Autonomy
Robotaxi Index
Live · Updated 18:01 UTC
RankOperatorComposite Score
06
Tesla
$TSLA
55.5/100
▲ +10.67-Day
▲ +12.230-Day
Composite Factors
Operations53
Scale54
Revenue32
Commercial71
Manufacturing95
Safety43
OMEGA's Take

Tesla ranks #6 in The Road to Autonomy Robotaxi Index following the September 4, 2026 rollout of its dedicated Cybercab fleet for paid public rides in Austin, Texas. The deployment triggered an immediate audit query from the National Highway Traffic Safety Administration regarding the technical data and self-certification process used for the steering-wheel-free and pedal-less vehicles.

Composite History
216 Snapshots
View Tesla Index Profile →
Operator AUTNMY AICalculated By OMEGAMethodology v1.3Sealed 18:01 UTC · 2026-09-15Leaf c38e4b860d3338f1Cadence 12HEmbed

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