On 3 November, San Francisco-based lidar firm Ouster [OUST] delivered its 15th consecutive quarter of revenue growth. However, the headline achievement conceals an important development: as it continues its evolution into a physical artificial intelligence (AI) platform, the company is increasingly selling cameras rather than the lidar technology on which its investment case was originally built.
For investors, this creates an interesting contradiction. As we detailed in our September survey of the lidar sector, Ouster is positioning itself as “physical AI’s first unified sensing and perception platform” and, in doing so, seeking to expand its addressable market beyond autonomous vehicles. However, the company’s rapid expansion is not yet translating into stronger hardware economics, while its valuation leaves relatively little room for executional missteps.
Here, Aureon examines Ouster’s latest financial performance, its evolving business model and competitive position, and what the company’s growth trajectory means for investors.
Q3 underlines physical AI progress
Ouster reported its Q3 2026 earnings on 3 November, delivering revenue of $59.3m, up 50% year-on-year and up 9% sequentially, and loss per share of $0.20, both beating analyst expectations and marking the company’s 15th consecutive quarter of revenue growth.
Product revenue reached a record $56m, up 42% y/y, while royalty revenue contributed a further $3.2m. Industrial customers remained the largest source of demand, followed by robotics, with applications spanning warehouse automation, defence, construction, mapping and data collection.
That said, the composition of shipments deserves closer attention. Ouster shipped more than 27,000 sensors during the quarter, including approximately 20,000 cameras and just over 7,000 lidar units. Lidar therefore accounted for around 27% of total shipments, compared with approximately 53% in Q2, when the company shipped more than 17,000 units.
This is partly a reflection of Ouster’s strategic evolution following its acquisition of Stereolabs in February 2026. The French computer-vision specialist brought an established camera business, AI vision technology and more than 10,000 customers into the group. The acquisition expanded Ouster’s offering beyond lidar, allowing it to sell a more comprehensive combination of sensing hardware, AI computing and perception software.
The strategy is beginning to produce results. Stereolabs recorded its highest-ever quarterly camera shipments in Q3, supported by investment in production capacity to meet growing demand from robotics customers. However, the shift in product mix also raises questions about the profitability of the company’s expansion.
Non-GAAP gross margin was 47%, unchanged from the year-ago quarter but down from 53% in Q2. GAAP gross margin similarly declined to 43%, from 49% in the previous quarter. Management attributed part of the sequential comparison to a one-time refund that had boosted Q2 gross margin by approximately 10 percentage points, implying underlying margin improvement.
Ouster recorded a net loss of $14.2m in Q3, although this represented a significant improvement from the $21.7m loss recorded in the year-ago period. Its adjusted EBITDA loss narrowed to $3m, compared with $4m in Q2 and $8m a year earlier, suggesting that the company is making progress towards profitability even as it continues investing in expansion.
The balance sheet provides some reassurance. Ouster ended September with $421m in cash, cash equivalents, restricted cash and short-term investments, against no debt.
Management’s Q4 outlook was also encouraging. The company expects revenue of $61m-64m, including approximately $3m of royalty revenue. For fiscal 2026, management is projecting growth of 48% at the midpoint of guidance.
The outlook is particularly relevant to Ouster’s lidar business. Management reported a backlog of many thousands of REV8 native-colour lidar units and expects deliveries to accelerate into 2027. An expanded manufacturing partnership with Benchmark is intended to support annual lidar production capacity of more than 100,000 units by the end of 2027.
The challenge will be to convert this demand into profitable growth. Strong revenue and shipment figures are encouraging, but investors will want to see margins stabilise as production scales and the company integrates its camera and lidar operations.
Beyond earnings, several recent developments underline the breadth of Ouster’s ambitions. In October, the company announced a partnership with Seneca to integrate its REV8 OS1 Max lidar into autonomous drones designed for wildfire-response operations. The technology is intended to improve navigation and obstacle avoidance in difficult outdoor environments.
Ouster also announced that its sensors had played a role in Forterra’s Lancer autonomous ground vehicle operations in Ukraine. Forterra reported 1,426 missions and 88 casualty-evacuation operations, while outlining plans to expand its use of Ouster’s REV8 technology in future defence vehicles.
Meanwhile, Stereolabs launched its ZED Box 2 series in October, extending Ouster’s presence in edge AI computing. The systems are designed for production robots and support multiple synchronised cameras, providing another way for the company to participate in the growing market for autonomous industrial systems.
OUST’s ups and downs
As with many AI-adjacent stocks, Ouster has had a positive, if volatile, 2026. The company’s shares peaked at $63.79 on 30 June, capping a rally driven by several Rev8-related developments, including a strategic agreement with AIM Intelligent Machines and the rollout of Ouster’s lidar products for the FIFA World Cup. This high far outstripped most analyst targets, and OUST shares quickly pulled back to the mid-$30s. Another rally preceded Q2 earnings, but the stock dipped to a near six-month low of 27.35 by 23 October before recovering slightly in the lead-up to Q3 earnings.
As of the 6 November close, OUST shares were trading at $34.79, up 34.48% in the past 12 months and up 60.77% in the year to date.
Laser focus: OUST vs HSAI vs AEVA
As outlined in our September sector survey, Ouster is the largest US-based contender for the lidar crown. The position of global market leader, however, belongs to Hesai [HSAI].
Headquartered in Shanghai, the company is a major supplier of lidar systems for advanced driver assistance systems, autonomous vehicles and robotics. Its technology is particularly prominent in the Chinese automotive market, where it has established relationships with several major vehicle manufacturers.
Hesai’s latest reported results, for Q2 2026, missed expectations but still illustrate the difference in scale between the companies. Revenue reached $126.9m, up 21.9% y/y, while total lidar shipments increased 78.4% to 628,275 units. The company also recorded net income of $10.4m, marking its fifth consecutive profitable quarter.
Hesai’s gross margin was 40.1%, down from 42.5% a year earlier, reflecting a greater contribution from lower-margin products. Nevertheless, its ability to generate positive earnings while shipping hundreds of thousands of sensors gives it a considerable manufacturing and commercial advantage over smaller competitors.
However, its Chinese market exposure presents a potential complication for Western customers, particularly in sensitive government and defence applications where procurement restrictions and supply-chain security concerns can influence purchasing decisions.
Hesai is set to report Q3 earnings on 10 November, which could provide investors with more context as to the trajectory of the global lidar market.
The much smaller Aeva Technologies [AEVA], meanwhile, is pursuing a more specialised technological approach. Its 4D lidar uses frequency-modulated continuous-wave technology, allowing sensors to measure both the position and velocity of objects simultaneously. This potentially offers advantages in applications where distinguishing moving objects from stationary surroundings is particularly important.
Aeva has targeted automotive manufacturers, industrial automation and defence applications, while also expanding into optical connectivity products for AI data centres.
Its Q3 2026 results, released on 4 November, demonstrated some commercial progress. Revenue reached $6.7m, compared with $3.6m a year earlier, driven by increased volumes of lidar and optical products. However, the company reported a GAAP operating loss of $39.1m, compared with $33.2m in the year-ago quarter.
Recent developments include a multi-year supply agreement with German industrial automation specialist Micro-Epsilon, with an initial order for several thousand sensors. The US Air Force and Navy have also selected Aeva for joint development work involving airborne autonomy. In addition, the company has begun delivering optical connectivity chipsets to a customer for integration and validation.
Here is how the three companies compare in terms of fundamentals:
| OUST | HSAI | AEVA |
Market cap | $2.54bn | $2.49bn | $766.76m |
P/S ratio | 9.67 | 4.27 | 26.99 |
Estimated sales growth (Current fiscal year) | 32.63% | 34.15% | 73.43% |
Estimated sales growth (Next fiscal year) | 35.54% | 39.48% | 132.18% |
Source: Yahoo Finance
The investment case for OUST stock
Ouster offers investors exposure to several potentially significant growth markets, including industrial automation, autonomous robotics, intelligent transportation and defence. Its decision to expand beyond lidar into cameras, AI computing and perception software could prove strategically important as customers increasingly seek integrated solutions rather than individual sensing components.
The acquisition of Stereolabs is particularly significant. It provides an established customer base and additional products, while potentially allowing Ouster to capture more revenue from each customer relationship. If management can successfully integrate the businesses, the company could develop a competitive advantage through its ability to combine multiple sensing technologies within a single platform.
There are also encouraging signs of demand for its core lidar products. REV8’s native-colour capabilities, growing customer adoption and the planned expansion of manufacturing capacity could strengthen Ouster’s position in industrial and defence applications. Its $421m liquidity position provides substantial resources to support this expansion.
However, there are several risks to consider.
First, profitability remains elusive. The sequential decline in non-GAAP gross margin raises questions about whether the company’s rapid expansion is generating sufficient operating leverage, even if underlying fundamentals remain strong. The increasing contribution from cameras is particularly important: while it demonstrates the success of the Stereolabs acquisition, investors will need to establish whether this business can eventually deliver attractive margins.
Second, competition remains intense. Hesai’s manufacturing scale and lower-cost production represent a significant challenge, particularly as lidar becomes increasingly commoditised. Meanwhile, Aeva and other technology developers are pursuing alternative sensing architectures that could gain traction in specific applications.
Finally, valuation is a consideration. Ouster trades at a substantial premium for a company focused on a relatively new technology that continues to report quarterly losses. Investors are therefore paying for considerable future growth rather than established earnings power.
Following earnings, Cantor Fitzgerald upgraded its rating for OUST from ‘equal weight’ to ‘overweight’, with a price target of $45.
Of the six analysts surveyed by Yahoo Finance in November, five rated the stock a ‘buy’, and one rated it a ‘hold’. The average target price of $59.40 implied an upside of 70.74% from the 6 November close of $34.79.
Ultimately, the investment outlook will depend on whether Ouster can translate its growing shipments and customer relationships into improving gross margins and eventually positive cash flow.
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