Horizon Robotics: HSD 2.0 Prioritizes Safety, Share Price Awaits Catalysts

Overview

This report focuses on ride feedback for Horizon Robotics' HSD 2.0, management discussions, and the risk-reward framework. Morgan Stanley believes the company is a leading independent autonomous driving solutions provider with scarcity value, and is well positioned to benefit from rising ADAS/AD penetration in China, J6 series design wins, and the ramp-up of mass-production vehicle models.

Core views

The core view is “safety first, sharpness later.” HSD 2.0 is currently reliable in most scenarios, but remains somewhat cautious in handling complex road conditions; this is seen as an early-stage, iterative issue rather than a fundamental safety flaw. From an investment perspective, negative order concerns have largely been digested by the market, but the stock still needs clear catalysts, such as J6/Starry 6P volume ramp-up, spillover from the iCAR reference project, wins in mainstream customer programs, and validation of changes in per-vehicle content value.

Analysis framework

The report combines ride observations, management interviews, risk-reward scenario analysis, and probability-weighted DCF valuation, with a focus on assessing product maturity, commercialization execution capability, customer expansion, ADAS/AD industry penetration, and overseas partnership opportunities.

Methodology notes

• Valuation methodsprobability-weighted DCF

  Scenario probability-weighted valuation based on 25% bull case, 50% base case, and 25% bear case.

  The target price is based on a probability-weighted DCF, with key assumptions including a 12.2% WACC, 1.9 beta, and 3% long-term growth rate.

• Research frameworkMorgan Stanley ModelWare

  Morgan Stanley's internal forecasting and valuation framework.

  Unless otherwise stated, the financial metrics in the report are based on Morgan Stanley ModelWare, and figures marked with e are Morgan Stanley Research estimates.

• Risk-rewardBull/Base/Bear Case

  A target price range derived from different assumptions for sales volume, product ramp-up, and earnings inflection points.

  The bull-case target price is HK$15.00, the base-case target price is HK$8.20, and the bear-case target price is HK$3.50.

Asset mapping & comparison

Structured mapping from thesis to named assets (strengths, weaknesses, peers, risks).

• Horizon Robotics (9660.HK)

  Covered name; Morgan Stanley maintains Overweight.

  Strengths

  Scarcity as an independent autonomous driving solutions provider, software-hardware know-how, partnerships with global OEMs and Tier-1s, J6 series project backlog, commercialization execution capability.

  Weaknesses

  HSD 2.0 is still at an early stage, remains cautious in complex scenarios, and currently lacks reversing capability; there are also no clear near-term catalysts or valuation anchors.

  Comparison

  Compared with OEM in-house solutions, the company is positioned as a “Wintel”-style computing and software stack supplier to the auto industry rather than a direct competitor to OEMs.

  Risks

  ADAS/AD penetration is slower than expected, supply chain disruptions, success of OEM in-house hardware development, and pressure on vehicle sales of key customers.

• BYD Company Limited

  Potential anchor customer and design-win observation target.

  Strengths

  If projects are won and quantified, this would help validate Horizon Robotics' ability to expand among mainstream customers.

  Weaknesses

  The report does not provide confirmed order contribution.

  Comparison

  As a mainstream automaker customer, its adoption could serve as an important signal of Horizon Robotics moving from reference projects to scaled deployment.

  Risks

  If the customer chooses in-house development or other suppliers, growth expectations could weaken.

• Chery iCAR

  A reference case for Horizon Robotics' integrated smart-driving and cockpit solution.

  Strengths

  Can serve as a demonstration project for broader customer adoption.

  Weaknesses

  Expansion from a reference case to mainstream customers still needs validation.

  Comparison

  The report views iCAR as a template for entering a larger customer base, rather than the end point.

  Risks

  If mass-production feedback or sales fall short of expectations, the demonstration effect may weaken.

Key data

• Target priceHK$8.70The price target maintained by Morgan Stanley.
• Current share priceHK$4.42The Horizon Robotics price shown in the disclosure table, dated 2026-07-14.
• RatingOverweightA positive rating under Morgan Stanley's relative rating system.
• Industry viewIn-LineThe industry view is broadly in line with the benchmark.
• 2026E revenueRmb 6,092mnEstimated net revenue in the financial forecast table.
• 2027E revenueRmb 9,381mnEstimated net revenue in the financial forecast table.
• 2028E EPSRmb 0.08The report expects 2028E EPS to turn positive.
• Base-case ADAS+AD volume5.1mn in 2026, 7.1mn units in 2027The base case assumes gradual ramp-up of J6P.
• Bull-case target priceHK$15.00Assumes large-scale J6P deliveries in 2026, higher ADAS+AD volume, and breakeven achieved in 2027.
• Bear-case target priceHK$3.50Assumes J6P ramps more slowly than expected, OEM in-house development leads to order losses, and the company remains loss-making in 2028.

Impact & implications

For investors, the report conveys a positive but catalyst-dependent view: Horizon Robotics’ positioning as an independent solutions provider, its software-hardware stack, and its commercialization execution capability have long-term value, but near-term valuation recovery requires greater clarity on orders, mass-production timing, and the per-vehicle revenue model. For the industry chain, third-party smart-driving suppliers may still gain share beyond OEM in-house development, especially as industry specialization deepens and under overseas partner models, where long-term opportunities remain.

Risks

• ADAS/AD adoption in China is slower than expected.
• Supply chain disruptions affect product deliveries and mass-production ramp-up.
• OEM in-house hardware designs succeed, weakening demand for third-party solutions.
• Vehicle sales of key customers in China come under pressure, dragging on volume growth of models equipped with Horizon Robotics solutions.
• The system can hesitate for extended periods in complex driving scenarios; if improvements from data training and software updates fall short of expectations, product competitiveness may be affected.
• Overseas expansion is expected to be gradual and long term, with limited short-term contribution.
• Morgan Stanley discloses that it has investment banking or other service relationships with some covered companies; investors should treat this research as one factor in decision-making rather than the sole basis.

What to watch

• The launch, mass production, and delivery cadence of J6/Starry 6P.
• Whether the iCAR reference case can be replicated among more mainstream customers.
• The quantified contribution from design wins and project victories with anchor customers such as BYD.
• Changes in per-vehicle content value and the recurring revenue model after the shift from hardware sales to licensing and services.
• Software iteration progress of HSD 2.0 in complex scenarios and reversing capability after more driving data and hindsight data are incorporated into training.
• Changes in ADAS/AD penetration in China and the pace of automakers’ in-house solution development.