Earning Preview: Pony AI Inc this quarter’s revenue is expected to decrease by 5.93%, and institutional views are bullish

Abstract

Pony AI Inc will report its fourth-quarter and full-year 2025 results on March 26, 2026, Pre-Market; this preview synthesizes latest company metrics, segment trends, and institutional views to frame key drivers for the print and management’s commentary.

Market Forecast

The current-quarter forecasts indicate revenue of 23.93 million US dollars, EBIT of -85.04 million US dollars, and adjusted EPS of -0.184. On a sequential basis, the revenue guide implies a 5.93% contraction from the previous quarter’s 25.44 million US dollars. There is no formal guidance for gross profit margin or net margin for the quarter, and year-over-year growth rates were not disclosed in the available forecast set.

The main business is expected to remain anchored by commercial services and solutions around autonomous mobility, with revenue durability supported by recurring licensing and applications and paid operations in core geographies. Recent operational updates around higher robotaxi activity during the Lunar New Year period and the company’s inclusion in a major equity index may provide incremental momentum into the new year, though these developments occur after the quarter being reported.

Within the business portfolio, robotaxi services stand out as the most promising monetization pathway given the recent ramp in paid ride volume and geographic coverage. Robotaxi services delivered 6.69 million US dollars of revenue last quarter; year-over-year growth for this line was not disclosed by the company.

Last Quarter Review

Pony AI Inc reported revenue of 25.44 million US dollars, a gross profit margin of 18.35%, GAAP net loss attributable to the parent company of -61.32 million US dollars, a net profit margin of -241.00%, and adjusted EPS of -0.14, with a quarter-on-quarter change in net profit of -15.48%.

Financially, execution versus expectations was mixed but showed cost control progress: EBIT was -63.08 million US dollars versus an estimate of -69.67 million US dollars, and adjusted EPS of -0.14 slightly exceeded the -0.142 estimate. On the top line, actual revenue of 25.44 million US dollars matched the forecast.

The revenue mix underscored the breadth of commercialization: autonomous trucking services contributed 10.18 million US dollars (40.02%), licensing and applications delivered 8.56 million US dollars (33.66%), and robotaxi services generated 6.69 million US dollars (26.31%). The diversification across service lines supports durability of billings even as unit economics continue to be scaled.

Current Quarter Outlook (with major analytical insights)

Main business trajectory

The company’s near-term revenue is forecast at 23.93 million US dollars, implying a 5.93% sequential decline from the prior quarter’s 25.44 million US dollars. The sequential step-down reflects a quarter where operating capacity, commercialization pilots, and city-level authorizations determine billed mileage and licensing cadence more than seasonality. Given the last quarter’s gross margin of 18.35%, the print will be evaluated for any movement in blended gross margin from mix shifts between paid services and licensing, especially as licenses and applications often provide higher immediacy in margins than fleet operations. The net margin was heavily negative last quarter due to continued investment in R&D and deployment, and while EBIT is forecast at -85.04 million US dollars and adjusted EPS at -0.184, investors will parse whether cost per mile and per-ride economics improved sequentially, which would have read-through for the loss trajectory into the next fiscal periods.

Operationally, the mix between fixed-fee licensing and usage-based service lines will likely influence gross profit dynamics. A larger share from licensing and applications could stabilize gross margin even as services scale, while a heavier operational mix from robotaxi or autonomous trucking services might suppress margin in the near term due to fleet, infrastructure, and support costs. With the company already meeting last quarter’s revenue estimate and outperforming on EBIT versus forecast, one key watch item this quarter is whether operating discipline can offset any revenue softness, narrowing the absolute loss from operations versus model expectations.

Most promising business: robotaxi monetization

Robotaxi services generated 6.69 million US dollars last quarter, and the company cited strong operational performance in early 2026 during the Lunar New Year period, indicating encouraging demand indicators into the new year. While those operational datapoints post-date the quarter to be reported, they are constructive for understanding the pipeline of paid ride volume, route density, and utilization that could translate into revenue sustainability as the year progresses. The print on March 26, 2026, will be judged on any concrete disclosures around paid mileage, number of active vehicles in commercial service, and city-by-city permit status, which together illuminate the capacity for robotaxi to expand as a revenue contributor from its current scale.

The path to improved robotaxi economics hinges on higher occupancy, optimized dispatch, and a steady cadence of new-city permits that increase addressable hours and route diversity. Investors will look for signals that unit costs per ride are trending down as software stack maturity improves and as operational orchestration reduces overhead per kilometer. Commentary on partnerships, integration with mobility platforms, or additional municipal approvals would likely be interpreted as incrementally positive for the monetization arc, even if the quarter’s revenue is modestly lower sequentially. The inclusion of the company’s equity in a widely followed index in late February 2026 can also indirectly benefit the segment if it enhances brand visibility and broadens institutional engagement, which can support ecosystem partnerships necessary for route and city expansions.

Stock-price drivers for the quarter

The headline driver is the magnitude and composition of loss versus expectations: the company’s advance notice for the 2025 fiscal year pointed to a substantially narrower annual net loss range compared with 2024, and investors will gauge whether Q4’s operating profile is consistent with that full-year narrative. Any transparency on 2026 operating expense run-rate, capital expenditure priorities, and commercialization milestones could reshape expectations around the timeline to improved margins. Passive and active fund flows associated with the index inclusion that took effect on February 27, 2026, may influence the stock’s trading dynamics around the print and immediately after.

Execution updates outside the core China footprint have sensitivity as well. The company temporarily adjusted some Middle East road-testing activity and later resumed operations in Doha, Qatar; any remarks on overseas pilot status, safety metrics, or regulatory dialogue will be parsed for continuity of its international roadmap. Finally, segment-level disclosures—particularly on robotaxi and autonomous trucking revenue, order intake for engineering solutions, and any commentary on licensing renewal rates—could affect the multiple investors assign to the revenue base, given the distinct margin and cash-profile differences between licensing and service operations.

Analyst Opinions

Across recent institutional publications in the first quarter of 2026, the balance of commentary is unequivocally bullish. Within the eligible period, at least three institutions issued or reiterated positive views, while no bearish calls were identified; that places the bullish-to-bearish ratio at 100% bullish among the collected opinions considered here.

Bank of America Securities reiterated a Buy view in early March 2026, citing improving fundamentals, expanding robotaxi commercialization, and valuation upside as the core pillars of its stance. The report highlighted a constructive setup into the earnings release, with the expectation that visibility into operating metrics and a clearer trajectory of loss reduction can support a reassessment of the equity’s risk-reward. The emphasis on robotaxi expansion—as reflected in operational activity around the Lunar New Year—was viewed as evidence of underlying demand and execution against commercialization milestones.

Cinda International Research maintained a Buy rating in mid-March 2026 with a price target of HK$136.00, underscoring the anticipated continuity of revenue growth drivers across services and licensing. The note framed the upcoming print as an opportunity for the company to validate its progress on monetization, particularly by demonstrating recurring revenue streams and improved cost control after last quarter’s EBIT beat relative to estimates. The target and stance imply confidence that the company’s pathway to narrowing losses is intact, which, combined with healthier revenue mix, could underpin multiple resilience despite near-term negative margins.

Orient Finance initiated Buy coverage on February 27, 2026, with a target price of HK$176.30, pointing to the scale-up of commercial operations and the strengthening pipeline in core cities as the central drivers. The initiation contextualized the sequential revenue moderation as a function of commercialization pacing rather than demand deterioration and suggested that a focus on execution quality—paid rides, fleet utilization, and permit cadence—matters more than a single-quarter revenue checkpoint. The initiation also noted that index inclusion in late February can broaden the investor base and enhance secondary liquidity, which may help the stock absorb event-driven volatility around earnings windows.

From these views, a common analytical thread emerges. First, institutions expect the company to demonstrate measurable progress on operational and financial KPIs that link directly to monetization quality—paid mileage, ride density, licensing renewals, and per-ride economics—more so than top-line absolute growth. Second, they look for validation that expense discipline is scaling with operations such that operating losses can trend toward improved efficiency without jeopardizing the deployment roadmap. Third, they expect disclosures that clarify the revenue geometry between licensing and services, since that mix drives margin expectations and informs valuation across near-term time frames.

Collectively, institutional commentary frames this quarter as an inflection in narrative clarity rather than a pure growth print. A modest sequential decline in revenue appears anticipated, but the focus is on signals that reinforce sustainable commercialization, including indications of stronger robotaxi momentum showcased in early 2026 operational updates, breadth of licensing activity, and prudent cost management. A delivery against these checkpoints would align with the bullish majority view that the equity’s medium-term upside remains credible despite near-term negative margins.

In summary, the preview contours are as follows. The company is expected to deliver revenue of 23.93 million US dollars, EBIT of -85.04 million US dollars, and adjusted EPS of -0.184, with limited visibility on gross or net margin for this quarter but a clear investor focus on mix, unit economics, and cost discipline. The last quarter’s performance showed revenue in line and EBIT better than forecast, with a gross margin of 18.35% and heavy, albeit narrowing, losses—context that sets up this print as a test of sequential operational improvement more than a growth reacceleration. The strongest institutional voices through March 19, 2026, are Buy-rated, with emphasis on robotaxi commercialization, licensing durability, and the potential for improved loss metrics. Investors will parse management’s color on these fronts closely when results are issued on March 26, 2026, Pre-Market.