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WaymoUS 76.9 – 0.0 Baidu Apollo GoCN 76.0 – 0.0 Starship TechnologiesEE 65.7 ▼ -1.5 NeolixCN 63.5 ▼ -17.9 Pony.aiCN 55.8 – 0.0 Applied IntuitionUS 54.4 – 0.0 Serve RoboticsUS 53.5 ▲ +28.3 WeRideCN 52.6 – 0.0 CocoUS 45.3 ▼ -5.0 KodiakUS 44.1 – 0.0 AuroraUS 42.0 ▼ -0.2 TeslaUS 40.4 – 0.0 WayveGB 33.5 ▼ -1.8 Avride PodUS 33.4 ▲ +5.0 ZooxUS 33.0 – 0.0 May MobilityUS 32.8 ▲ +0.8 MotionalUS 30.9 ▼ -0.3 MobileyeIL 28.1 – 0.0 MeituanCN 27.9 ▲ +3.4 Volvo Autonomous SolutionsSE 27.6 – 0.0 MomentaCN 26.3 – 0.0 Bot AutoUS 26.2 – 0.0 AvrideUS 24.9 – 0.0 XPengCN 24.9 – 0.0 Didi Autonomous DrivingCN 24.5 – 0.0 MOIA AmericaDE 22.8 – 0.0 Cao Cao MobilityCN 22.1 – 0.0 TorcUS 21.6 ▼ -2.4 AutobrainsIL 21.1 – 0.0 DoorDash DotUS 21.0 ▲ +0.4 DeepRoute.aiCN 19.9 – 0.0 WaabiCA 18.9 – 0.0 NuroUS 18.4 – 0.0 Helm.aiUS 17.5 – 0.0 VerneHR 16.0 – 0.0 PlusAIUS 15.1 – 0.0 Stack AVUS 13.8 – 0.0 Tensor AutoUS 7.2 – 0.0 HUMAINSA 2.1 – 0.0 WaymoUS 76.9 – 0.0 Baidu Apollo GoCN 76.0 – 0.0 Starship TechnologiesEE 65.7 ▼ -1.5 NeolixCN 63.5 ▼ -17.9 Pony.aiCN 55.8 – 0.0 Applied IntuitionUS 54.4 – 0.0 Serve RoboticsUS 53.5 ▲ +28.3 WeRideCN 52.6 – 0.0 CocoUS 45.3 ▼ -5.0 KodiakUS 44.1 – 0.0 AuroraUS 42.0 ▼ -0.2 TeslaUS 40.4 – 0.0 WayveGB 33.5 ▼ -1.8 Avride PodUS 33.4 ▲ +5.0 ZooxUS 33.0 – 0.0 May MobilityUS 32.8 ▲ +0.8 MotionalUS 30.9 ▼ -0.3 MobileyeIL 28.1 – 0.0 MeituanCN 27.9 ▲ +3.4 Volvo Autonomous SolutionsSE 27.6 – 0.0 MomentaCN 26.3 – 0.0 Bot AutoUS 26.2 – 0.0 AvrideUS 24.9 – 0.0 XPengCN 24.9 – 0.0 Didi Autonomous DrivingCN 24.5 – 0.0 MOIA AmericaDE 22.8 – 0.0 Cao Cao MobilityCN 22.1 – 0.0 TorcUS 21.6 ▼ -2.4 AutobrainsIL 21.1 – 0.0 DoorDash DotUS 21.0 ▲ +0.4 DeepRoute.aiCN 19.9 – 0.0 WaabiCA 18.9 – 0.0 NuroUS 18.4 – 0.0 Helm.aiUS 17.5 – 0.0 VerneHR 16.0 – 0.0 PlusAIUS 15.1 – 0.0 Stack AVUS 13.8 – 0.0 Tensor AutoUS 7.2 – 0.0 HUMAINSA 2.1 – 0.0
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The Road to Autonomy Autonomous Driving Licensing Index / Helm.ai

Helm.ai US

PRIVATE

Composite Score 17.5/100 – 0.0 7-Day Δ
Rank #8
Category Autonomous Driving Licensing
30-Day Δ –
Cadence 12-Hour
Methodology v 1.3
Last Updated 06:21 UTC · 2026-06-17

Composite Weighting

Six factors, each scored 0 to 100 under The Road to Autonomy Autonomous Driving Licensing Index methodology.

  1. 01

    Capability

    Technical maturity of the licensed stack. The configuration-floor band is set by the most autonomous commercial configuration any paying licensee runs in revenue service and counted only where it generates commercial revenue.

    12/100 – 0.0
  2. 02

    Scale

    Adoption and design-win penetration of the licensed stack. Scored on production design wins, distinct licensee count weighted by caliber, annual unit volume contracted to carry the stack, and the rate of new design wins.

    5/100 – 0.0
  3. 03

    Revenue

    Monetization stage on the licensing ladder, from no activity to pre-revenue, NRE fees, verified royalties, contracted backlog, and realized revenue.

    10/100 – 0.0
  4. 04

    Commercial

    Quality and breadth of the licensing channel. Scored on anchor production programs, segment breadth across robotaxi / personally-owned consumer ADAS / fleets, ecosystem assembly, and announced pipeline.

    50/100 – 0.0
  5. 05

    Integration

    Productization and structural moat. Scored on drop-in productization, depth of platform integration, certification entanglement, and the switching cost created by multi-year contractual agreements.

    5/100 – 0.0
  6. 06

    Safety

    Functional-safety posture of the stack plus penalty events. Scored on ASIL-D / ISO 26262 conformance, independent audits, recalls implicating the stack, open investigations, regulator action, and licensee loss.

    50/100 – 0.0

Composite History

Helm.ai's composite score across every 12-hour snapshot since first sealed

Latest 17.5
7-Day Δ 0.0
Snapshots 34
251913May 19Jun 6Jun 9Jun 13Jun 1717.5

OMEGA's Take

OMEGA's synthesized read on Helm.ai this cycle, sealed Computed: June 17, 2026, 06:00:53 UTC.

OMEGA is AI and can make mistakes

Helm.ai advances generative simulation for autonomous validation

Helm.ai announced a breakthrough in its generative simulation technology on May 27, 2026, establishing a new Full HD standard that delivers five times higher pixel density than previous benchmarks. This development aims to improve the validation process for autonomous driving systems.

The company currently ranks #8 in The Road to Autonomy Licensing Index. Its business model focuses on licensing a vision-only software stack to OEMs, with ongoing development contracts involving Honda, Nissan, and Volkswagen.

As of June 2026, Helm.ai maintains a focus on production-ready software spanning from advanced SAE Level 2+ to SAE Level 4 capabilities. The firm does not operate its own commercial fleets, maintaining a focus on licensing technology for consumer vehicle mass production.

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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