AI test execution raises the bar
- Cohu is shifting toward AI chip testing, where management sees an $850 million computing opportunity pipeline.
- Recurring revenue made up 53% of Q2 2026 sales, which provides a cushion against semiconductor cycles.
- Management raised 2026 high-performance computing revenue guidance to a range of $100 million to $110 million.
- The software analytics business achieved its first $1 million quarter, proving a new high-margin growth path.
- Finn stays cautious because the fast AI ramp brings execution risks and costs that could pressure margins.
Big AI opening meets harder execution
Cohu has moved from a plain cyclical recovery story to an AI test story. Management now points to an $850 million high-performance computing opportunity pipeline. The company recently raised its 2026 high-performance computing revenue outlook to between $100 million and $110 million following strong Q2 results.
The bull case is accelerating. AI processors and high-bandwidth memory are harder to test, inspect, and cool during production. That can make Cohu's Eclipse handlers, T-Core thermal control, Neon inspection tools, and interface products more important to customers. Additionally, the software analytics business achieved its first $1 million quarter, adding a high-margin recurring vector to the story.
The bear case remains centered on execution risk during aggressive capacity expansion. Cohu is doubling output in Malaysia to support the AI production ramp. If customers fail to qualify platforms or if delays hit the production ramp, the AI story could add revenue without enough profit to protect gross margins.
The latest Q2 2026 updates showed strong financial momentum with a beat on revenue guidance. However, previous risks surrounding inventory charges, goodwill impairment, and geopolitical supply chain vulnerability tied to the Iran conflict are still present.
Tools first, repeat sales second
Cohu sells equipment used by semiconductor makers and outsourced test companies. Its systems help handle, test, inspect, and measure chips before those chips ship into phones, cars, servers, power systems, and AI hardware.
Revenue comes from two main streams. Systems are larger capital equipment sales. Recurring revenue includes consumables, spares, services, upgrades, interface products, configuration tooling, software analytics, and subscriptions. In Q2 2026, recurring revenue was 53% of sales.
That mix matters because customers can delay new systems when chip demand slows. But they still need parts, service, contactors, and software to keep installed tools running. This does not make Cohu immune to cycles, but it can reduce the swing.
Software is the new high-margin piece to watch. Management confirmed progress with the software segment delivering its first $1 million quarter, and orders increased 140% year over year. The open question is whether that kind of software attachment can scale significantly from here.
Where the AI bet shows up
Eclipse Handler and T-Core Thermal Control
This is the core of Cohu's AI processor test push. The high-performance computing pipeline is now estimated at approximately $850 million annually.
Neon Inspection and Metrology
Neon is used for high-bandwidth memory inspection, including HBM3 and HBM4. Cohu recently qualified Neon at a Taiwan-based outsourced test facility, establishing a strong foothold.
Diamondx Tester
Diamondx is a broad test platform positioned as a cost-effective tool. It is qualified for GaN-based power delivery devices and advanced connectivity, targeting a $340 million market.
Interface Solutions and Contactors
Contactors connect chips to test equipment during production. This line supports recurring revenue and is gaining early traction in AI power and silicon photonics applications.
DI-core and PACE Software Suite
These software tools add analytics and workflow value around Cohu hardware. They recently achieved a milestone first $1 million revenue quarter.
Spares, Services, and Upgrades
These offerings keep installed tools working. They are a key reason recurring revenue reached 53% of Q2 2026 sales.
One segment, two revenue streams
Cohu reports one operating segment, Semiconductor Test and Inspection. For Q2 2026, management described the revenue mix as 53% recurring revenue and 47% systems revenue.
What could break the story
AI ramp fails to convert
High impact · Medium oddsThe $850 million pipeline is not the same as booked revenue. If customers delay, fail qualification, or split orders with rivals, Cohu's raised 2026 high-performance computing target could be too high.
Gross margin stays stuck
High impact · Medium oddsCohu expects gross margin to dip during the AI production ramp as it doubles output in Malaysia. That becomes a problem if supply chain costs, yield issues, or launch expenses keep margins from returning higher.
Operational and inventory charges return
Medium impact · Medium oddsQ4 2025 showed that execution still matters. Cohu missed margin and earnings expectations after inventory charges tied to discontinued product lines. A fast AI pivot can create more chances for factory changes to hurt profit.
Interface Solutions goodwill impairment
Medium impact · Medium oddsThe 2025 Form 10-K said the Interface Solutions reporting unit had limited headroom between fair value and carrying value. A modest drop in results or market conditions could trigger a goodwill impairment.
AI product and regulation risk
Medium impact · Low oddsCohu is adding AI into its own products and software. The company warned that poorly designed AI models or bad input data could produce unreliable results. It also faces a changing legal and regulatory setup for AI technology.
Iran Conflict supply chain shock
Medium impact · Low oddsCohu added the Iran Conflict as a risk earlier this year. Escalation could lead to sanctions, embargo rules, supplier delays, higher operating costs, and cybersecurity threats across the global semiconductor supply chain.
In one breath
What does Cohu actually do?
Cohu sells equipment and software used to test, handle, inspect, and connect semiconductors during production. Its tools help chipmakers find bad chips and manage difficult test conditions before products ship.
Why is Cohu tied to AI?
AI processors and high-bandwidth memory need more complex testing and thermal control. Cohu's Eclipse, T-Core, Neon, interface, and software products are aimed at those harder test and inspection needs.
Is Cohu mostly recurring revenue now?
In Q2 2026, recurring revenue was 53% of sales. That includes items like consumables, spares, services, upgrades, interface products, configuration tooling, and software.
What is the main thing investors should watch next?
The key test is whether Cohu can turn its $850 million AI pipeline into profitable revenue. Watch 2026 HPC revenue and whether gross margin recovers after the ramp costs.
