Pony AI Inc. (PONY) Report Interpretation

Overview

This earnings review assesses Pony AI's strong 2Q26 Robotaxi momentum, fleet growth and overseas joint-deployment strategy. Goldman Sachs maintains Buy and unchanged 12-month targets of US$30 and HK$234, arguing that expansion in China and overseas markets supports a long-term revenue and margin opportunity.

Core views

Pony AI's 2Q26 results exceeded expectations on revenue. Total revenue rose 69% YoY to US$36m, 11% above Goldman Sachs' estimate and 1% above consensus. The key driver was Robotaxi revenue, which grew 691% YoY to US$12.1m; fare-charging revenue rose 849% YoY. Goldman Sachs links this acceleration to fleet expansion, the ramp-up of Gen-7 vehicles and enhanced operations across multiple cities. Gross profit was US$6m and gross margin was 17.5%, while the operating loss was US$66m, broadly in line with the firm's estimate. The company continued to scale its operating footprint. Its Robotaxi fleet reached 1,975 vehicles by the end of 2Q26, up from 1,700 at end-1Q26, and management retained its guidance for 3,500 vehicles by end-2026E. Pony AI has expanded Robotaxi operations across Gen-7 models from BAIC, GAC and Toyota. Goldman Sachs is positive on the company's denser urban coverage in Guangzhou and Shenzhen, viewing it as a driver of passenger adoption. Robotruck revenue also rose 40% YoY to US$13.3m as commercial operations scaled, while intelligent-solutions revenue was broadly flat at US$10.8m because of delivery fluctuations in autonomous domain controllers. The report's central long-term thesis is overseas Robotaxi growth through a joint-deployment model. Beyond China, Pony AI is expanding across Europe, the Middle East and Southeast Asia. It has secured contract deployment for more than 2,000 Robotaxis in Europe, including with Uber as a key partner, and has more than 4,000 additional overseas vehicles under agreements being negotiated. Goldman Sachs notes that overseas revenue will take time to ramp, but expects the model ultimately to generate both vehicle revenue and higher-margin recurring revenue. Goldman Sachs incorporated the quarterly result by raising its 2026E revenue forecast 2%, reflecting stronger-than-expected Robotaxi revenue. It also raised the operating-expense ratio because of higher R&D spending on new-generation vehicles and platforms. The firm expects PonyWorld 2.0 and larger scale to improve R&D efficiency, and it left 2027-32E earnings largely unchanged. Its forecast framework shows revenue increasing from US$154m in 2026E to US$4.252bn in 2032E, with gross margin rising from 17% to 50%; EBITDA is projected to turn positive at US$50m in 2029E and reach US$1.592bn in 2032E. For valuation, Goldman Sachs retains a 12-month target price of US$30 for the ADR and HK$234 for the H-share. It applies a 14.5x EV/EBITDA multiple to 2032E EBITDA and discounts the result back to 2027E using an 11.5% cost of equity. The cost of equity uses a beta of 1.3, a 3.0% risk-free rate and a 6.5% market-risk premium. The report says the approach is intended to capture long-term growth and that its implied 2027 P/S multiple of 53x is broadly in line with the company's average P/S.

Analysis framework

Goldman Sachs first compares the quarterly revenue, segment results and operating loss with its estimates and consensus. It then connects fleet additions, Gen-7 deployment and city-level operations to Robotaxi growth, evaluates overseas contracts and the joint-deployment model as longer-term revenue drivers, revises forecasts, and values the company using a discounted forward EV/EBITDA approach.

Methodology notes

• Valuation methodsEV/EBITDA valuation

  Discounted forward EV/EBITDA valuation

  Goldman Sachs applies a 14.5x multiple to its 2032E EBITDA estimate and discounts the resulting value back to 2027E to reflect Pony AI's long-term growth profile.

• Quantitative, Factor, and Portfolio TheoryCAPM (Capital Asset Pricing Model)

  Cost of equity built from beta, risk-free rate and market-risk premium

  The target-price discount rate is 11.5%, using a 1.3 beta, 3.0% risk-free rate and 6.5% market-risk premium.

• Industry AnalysisVolume-price decomposition

  Fleet scale and fare-charging growth as drivers of Robotaxi revenue

  The report attributes strong Robotaxi growth to more vehicles, the Gen-7 ramp and expanded city operations, while distinguishing vehicle-related and recurring fare revenue.

Asset mapping & comparison

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

• Pony AI Inc. (ADR) (PONY)

  Primary covered security; Goldman Sachs maintains Buy based on Robotaxi growth, fleet scaling and overseas expansion.

  Strengths

  Robotaxi revenue grew 691% YoY in 2Q26, the fleet reached 1,975 vehicles, and overseas contract deployments support longer-term growth.

  Weaknesses

  The company remains loss-making and Goldman Sachs increased its operating-expense ratio for higher R&D spending.

  Comparison

  The ADR multiple is derived from the correlation between EBITDA growth and EV/EBITDA among Pony AI's global peers.

  Risks

  Slower fleet expansion, regulation, slower business-model migration and rising competition.

• Pony AI Inc. (H) (2026.HK)

  Primary covered H-share security with the same Buy rating and long-term Robotaxi expansion thesis.

  Strengths

  Exposure to Pony AI's fleet growth, Gen-7 rollout, Chinese urban coverage and overseas joint-deployment opportunity.

  Weaknesses

  Near-term overseas revenue is expected to take time to ramp, while R&D investment remains elevated.

  Comparison

  The H-share multiple is derived from the relationship between EV/EBITDA and the sum of EBITDA growth and EBITDA margin.

  Risks

  Slower fleet expansion, regulation, slower business-model migration and rising competition.

Key data

• 2Q26 total revenueUS$36mUp 69% YoY; 11% above Goldman Sachs estimates and 1% above consensus.
• 2Q26 Robotaxi revenueUS$12.1mUp 691% YoY; fare-charging revenue rose 849% YoY.
• 2Q26 Robotruck revenueUS$13.3mUp 40% YoY as commercial Robotruck operations scaled.
• 2Q26 intelligent-solutions revenueUS$10.8mBroadly flat because of autonomous-domain-controller delivery fluctuations.
• Robotaxi fleet1,975 vehiclesAt end-2Q26, versus 1,700 at end-1Q26; management maintains 3,500 vehicles by end-2026E.
• Overseas deployment pipelineOver 2,000 contracted vehicles in Europe; 4,000+ under negotiationThe contracted European deployments include Uber as a key partner.
• 2026E revenue revision+2%Raised on higher-than-expected Robotaxi revenue.
• Target valuation14.5x 2032E EV/EBITDA; 11.5% cost of equityProduces unchanged target prices of US$30.00 and HK$234.00.

Impact & implications

Goldman Sachs views the quarter as evidence that fleet expansion and fare-charging operations are translating into rapid Robotaxi revenue growth. The firm expects overseas revenue to develop more gradually, but believes joint deployment can add vehicle sales and higher-margin recurring revenue over time. Higher near-term R&D spending remains part of the model, with efficiency expected to improve as the World model evolves and scale increases.

Risks

• Robotaxi fleet expansion in China or overseas markets could be slower than expected.
• Regulatory developments could constrain operations or expansion.
• The transition of the business model could progress more slowly than expected.
• Rising competition could pressure Pony AI's growth or execution.

What to watch

• Progress toward management's target of 3,500 Robotaxis by end-2026E.
• The pace of passenger adoption as high-density coverage expands in Guangzhou and Shenzhen.
• Conversion and revenue ramp of European contracts and the more than 4,000 overseas vehicles under negotiation.
• R&D efficiency gains from PonyWorld 2.0 and larger operating scale.