Live · The Road to Autonomy Indices
.RCI · Robotaxi Confidence Index 62.0 ▲ +0.3 .ADLCI · Autonomous Driving Licensing Confidence Index 44.1 ▲ +0.1 .ATCI · Autonomous Trucks Confidence Index 41.1 – 0.0 .DCI · Delivery Bots Confidence Index 58.3 ▲ +0.1 WaymoUS 86.9 ▼ -1.0 Baidu Apollo GoCN 84.9 ▲ +0.5 Pony.aiCN 79.0 ▲ +1.9 WeRideCN 78.2 ▲ +6.5 NeolixCN 73.6 ▲ +6.3 TeslaUS 68.5 ▲ +0.4 Starship TechnologiesEE 67.0 – 0.0 Didi Autonomous DrivingCN 64.6 ▲ +4.4 Serve RoboticsUS 59.8 ▼ -5.0 XPengCN 57.6 ▼ -1.3 May MobilityUS 55.5 ▲ +2.0 MobileyeIL 55.5 ▲ +14.3 KodiakUS 54.7 ▼ -2.7 MomentaCN 54.4 ▲ +2.8 ZooxUS 54.0 ▼ -0.1 Applied IntuitionUS 53.6 ▼ -4.1 MeituanCN 53.6 ▲ +0.1 CocoUS 53.5 ▲ +1.0 AuroraUS 49.7 ▼ -0.8 DoorDash DotUS 47.6 ▲ +2.2 DeepRoute.aiCN 46.5 ▼ -1.7 Bot AutoUS 43.8 ▲ +1.9 VerneHR 42.9 ▼ -1.5 Avride PodUS 40.0 ▼ -0.4 Cao Cao MobilityCN 38.8 ▼ -8.6 WaabiCA 38.8 – 0.0 Volvo Autonomous SolutionsSE 38.4 – 0.0 MotionalUS 32.2 ▼ -3.5 MOIA AmericaDE 32.0 ▼ -0.4 AvrideUS 31.7 ▼ -7.1 TorcUS 31.3 – 0.0 WayveGB 30.1 ▼ -2.1 Tensor AutoUS 28.8 ▲ +4.7 AutobrainsIL 22.6 ▼ -0.1 Stack AVUS 21.7 – 0.0 NuroUS 20.8 ▲ +0.7 Helm.aiUS 19.3 – 0.0 PlusAIUS 17.0 – 0.0 HUMAINSA 3.4 ▼ -1.7 .RCI · Robotaxi Confidence Index 62.0 ▲ +0.3 .ADLCI · Autonomous Driving Licensing Confidence Index 44.1 ▲ +0.1 .ATCI · Autonomous Trucks Confidence Index 41.1 – 0.0 .DCI · Delivery Bots Confidence Index 58.3 ▲ +0.1 WaymoUS 86.9 ▼ -1.0 Baidu Apollo GoCN 84.9 ▲ +0.5 Pony.aiCN 79.0 ▲ +1.9 WeRideCN 78.2 ▲ +6.5 NeolixCN 73.6 ▲ +6.3 TeslaUS 68.5 ▲ +0.4 Starship TechnologiesEE 67.0 – 0.0 Didi Autonomous DrivingCN 64.6 ▲ +4.4 Serve RoboticsUS 59.8 ▼ -5.0 XPengCN 57.6 ▼ -1.3 May MobilityUS 55.5 ▲ +2.0 MobileyeIL 55.5 ▲ +14.3 KodiakUS 54.7 ▼ -2.7 MomentaCN 54.4 ▲ +2.8 ZooxUS 54.0 ▼ -0.1 Applied IntuitionUS 53.6 ▼ -4.1 MeituanCN 53.6 ▲ +0.1 CocoUS 53.5 ▲ +1.0 AuroraUS 49.7 ▼ -0.8 DoorDash DotUS 47.6 ▲ +2.2 DeepRoute.aiCN 46.5 ▼ -1.7 Bot AutoUS 43.8 ▲ +1.9 VerneHR 42.9 ▼ -1.5 Avride PodUS 40.0 ▼ -0.4 Cao Cao MobilityCN 38.8 ▼ -8.6 WaabiCA 38.8 – 0.0 Volvo Autonomous SolutionsSE 38.4 – 0.0 MotionalUS 32.2 ▼ -3.5 MOIA AmericaDE 32.0 ▼ -0.4 AvrideUS 31.7 ▼ -7.1 TorcUS 31.3 – 0.0 WayveGB 30.1 ▼ -2.1 Tensor AutoUS 28.8 ▲ +4.7 AutobrainsIL 22.6 ▼ -0.1 Stack AVUS 21.7 – 0.0 NuroUS 20.8 ▲ +0.7 Helm.aiUS 19.3 – 0.0 PlusAIUS 17.0 – 0.0 HUMAINSA 3.4 ▼ -1.7
Autonomy Economy The Road to Autonomy Autonomy Signals Autonomy Markets Autonomy Indices Confidence Indices
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 06:00 UTC
RankOperatorComposite Score
05
Tesla
$TSLA
68.5/100
▲ +0.47-Day
▲ +15.830-Day
Composite Factors
Operations95▲
Scale59▲
Revenue37▲
Commercial70▲
Manufacturing95–
Safety52▲
OMEGA's Take

Tesla ranks #5 in The Road to Autonomy Robotaxi Index with a composite score of 68.5, anchored by strong capability and manufacturing sub-index scores. During the company's third-quarter earnings call on October 21, 2026, executives announced plans to begin selling steering-wheel-free Cybercab robotaxis to external customers by the end of 2026, while targeting Q2 2027 for unsupervised Full Self-Driving on consumer vehicles.

Composite History
315 Snapshots
View Tesla Index Profile →
Operator AUTNMY AICalculated By OMEGAMethodology v1.3Sealed 06:00 UTC · 2026-11-04Leaf bed7dbb54897b116Cadence 12HEmbed

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