Chip Supply Chain

Chapter 07 · Stage 7 of 15

Metrology and Inspection

No fab is planned around measuring and inspecting wafers, and no fab works without it. One American firm, KLA, held 56.8 percent of the market for those tools in 2025 by CSET's count, about five times its nearest rival, and its share is still growing.

2,035 words / 9 min

Open the interactive chapter

The interactive chapter adds a 3D model, glossary definitions and flashcards.

In plain terms

Metrology and inspection are the factory's quality control. Between the steps that build a chip, another machine looks the wafer over. It checks whether the lines are the right width, whether this layer landed squarely on the last one, and whether a speck of dirt has killed a circuit. An AI accelerator is the part built to run AI, and its main chip, the one that does the calculating, is one of the largest cut from a wafer. A bigger chip is a bigger target for a speck. On a chip that size, halving the stray specks lifts the share of flawless chips from about half to about seven in ten. One American firm held about five times the market share of its nearest rival in 2025, so a chip factory, or fab, cut off from it would find fewer of the faults that make its chips fail.

In short

Chipmakers use inspection and measurement tools to find defects and raise the share of chips that work, and KLA, the world's leading supplier, sells to every major chipmaker[2]. CSET's count puts KLA at 56.8 percent of this market in 2025, about five times Applied Materials, the next largest supplier[1]. Since October 2022, US rules have required a license for any US tool, inspection tools included, bound for China's most advanced fabs[20]. In December 2024 they also listed specific inspection and metrology tools, including those that find defects 21 nm across or smaller, a size the rule calls critical for advanced chips[21].

Chokepoint cardHigh concentrationModerately hard to substitute
ConcentrationHigh
SubstitutabilityModerateKLA is the largest maker of measuring and inspecting tools, but every kind has a second maker, so losing KLA would slow a fab without stopping it.
Price or market sizeA $15.7B process control tool market in 2025, about $8.9B of it KLA's (56.8%)KLA's total fiscal 2026 revenue of $13.579B also includes services, 22 percent of revenue in the June 2026 quarter, plus PCB and component inspection and specialty semiconductor process tools. KLA puts the 2025 wafer equipment market at about $120B.
Who leads
  • USKLA 56.8% of process control tools in 2025 by CSET's count, about 5 times Applied Materials; Gartner put KLA at 56.5% in 2024; $13.579B total revenue, fiscal 2026
  • USApplied Materials 11.2% of process control tools in 2025: electron-beam defect review, line-width measurement and electron-beam metrology
  • JPLasertec 6.4% of process control tools in 2025, almost all of it mask inspection
  • JPHitachi High-Tech 6.2% of process control tools in 2025, most of it CD-SEM line-width measurement, where it holds 71.9%
  • NLASML 5.9% of process control tools in 2025: YieldStar layer alignment and HMI electron-beam metrology
  • ILNova 4.3% of process control tools in 2025; $880.6M revenue, 2025
  • USOnto Innovation 2.6% of process control tools in 2025; $1,005.3M revenue, 2025
Where it is made
  • USUnited States KLA (Milpitas), Onto Innovation (Wilmington, MA), Applied Materials
  • NLNetherlands ASML YieldStar and HMI e-beam, Veldhoven and San Jose
  • JPJapan Hitachi High-Tech CD-SEM; Lasertec mask inspection; Rigaku X-ray
  • ILIsrael Nova (Rehovot) and Camtek (Migdal Haemek)
  • CNChina Skyverse (Shenzhen), RSIC and other domestic makers; 0.7% of the market in 2025 by CSET's count, though Skyverse's own 2025 revenue came to about 1.8%
Why substitution is possible
Metrology and inspection tools measure and inspect wafers so a fab can find and fix faults in its process. KLA is the biggest maker, but eight other firms each hold more than 1 percent of the market, and Applied Materials and Hitachi each lead at least one kind of tool. A fab that loses KLA and buys from the others keeps running. It finds fewer flaws and fixes them more slowly. A country that is not allowed to buy from any of them has to rely on its own makers, and Chinese firms held 0.7 percent of the market for these tools in 2025 by CSET's count.
Where China stands

Chinese makers are still small in metrology and inspection, but one of them is growing fast. CSET's count, built on TechInsights data, puts all Chinese firms at 0.7 percent of the market for these tools in 2025, against 0.2 percent of lithography tools. Skyverse, a Shenzhen maker of inspection and metrology tools, reported 2.05 billion yuan of revenue in 2025, about $285 million and up 48.75 percent on 2024. That alone is about 1.8 percent of CSET's market, so the CSET count may miss some domestic sales. In its 2025 annual report Skyverse says Chinese makers still hold a low share of China's own market for these tools, where KLA holds the largest share. CSET's July 2025 survey of Chinese share gains from 2019 to 2024 covers deposition, etch, polishing, lithography, packaging and test, and does not cover measurement and inspection.

Where the US stands

KLA is the largest maker of metrology and inspection tools in the world. CSET's Supply Chain Explorer puts it at 56.8 percent of the 2025 market, about five times Applied Materials. Citing Gartner, KLA puts its 2024 share at 56.5 percent, or 6.5 times its nearest rival. In 2025 American firms held 71.7 percent of this market and Japanese firms 14.1 percent. Since October 2022 a US license has been needed for any US tool bound for China's most advanced fabs. A December 2024 US rule added defect inspection tools that find defects 21 nm across or smaller, high-accuracy overlay and wafer shape metrology, and film and line-width metrology for non-planar transistors to the controlled list.

Process control tools were a $15.7 billion market in 2025[1]. KLA puts the whole wafer equipment market, including advanced packaging, at about $120 billion that year[2]. CSET's count for 2025, built on TechInsights data, puts KLA at 56.8 percent, about five times Applied Materials' 11.2 percent[1]. At its March 2026 investor day KLA cited Gartner's figures for 2024, which put its share at 56.5 percent, 6.5 times its nearest competitor[3]. In April 2026 KLA said its 2025 share was about 7 times the nearest competitor's[4]. The figures rest on different data and years, so the multiple runs from about 5 to about 7.

How it works

An inspection tool sweeps a beam of light across the wafer, photographs it, and compares the image of each chip with the image of its neighbors. The chips on a wafer are meant to be identical, so anything that shows in one and not the others is a defect, and the tool records where it is. For faults too small for light to show, a second tool scans a beam of electrons across a small patch and builds a picture from the electrons that bounce back.

A metrology tool measures known shapes. It shines light on a test pattern printed beside the circuits and works out from the scatter how wide the lines are and how thick the film is, and it reads marks printed in this layer and the last to measure how far the two are out of line, which is overlay.

The fab pays for all this to protect yield, the share of chips on a wafer that work. A wafer loses value two ways: whole regions ruined by mishandling, misalignment or over-etching, and single circuits killed by stray material or an airborne particle[5].

A bigger chip is a bigger target for the second kind, and the loss grows faster than the area. In the standard formula, die yield is (1 + D0A/a) to the power minus a, where D0 is defects per square centimeter, A is die area and a is a clustering constant of 3 to 4, which says how much defects bunch together. At a defect density of 0.8 per square centimeter, with a set to 3, a 1 square centimeter die yields 49.2 percent and a 2 by 2 centimeter die 11.3 percent, so the bigger die, which also fits fewer times on a wafer, costs 20.1 times as much[5].

Run that equation with a clustering constant of 3 for an 8 square centimeter die, about as much as one exposure can print, and it yields about 49 percent at a defect density of 0.10 and about 69 percent at 0.05[5]. Getting from one to the other is yield learning, which means finding the process step that is losing dies and fixing it.

Those percentages are the share of dies with no killer defect. A chip built from many identical blocks can carry spares and switch off a faulty block[5]. Nvidia's full H100 design has 144 of its main computing blocks, called streaming multiprocessors, and the SXM5 version it ships has 132 turned on[6]. So the share of dies that can be sold is higher than the formula gives. What the formula shows is how fast flawless dies get scarce as chips grow.

Why big chips lose more to defects

  1. Specks land. Specks of dust and tiny flaws land at random on every wafer.
  2. Small chips. Cut into small chips, almost every chip misses every speck.
  3. AI-size chips. An AI chip covers eight times the area, so about half of them catch a speck and fail.
  4. Half the specks. Halve the specks and about seven in ten AI chips work. Finding defects pays most on the biggest chips.

Simulated 300 mm wafer: 68 specks, 0.10 per square centimeter, placed at random in loose clusters. The share of flawless chips follows the formula above with a clustering constant of 3.

Variants and trade-offs

The tools trade sensitivity against speed. All the market sizes and shares below are CSET's, for 2025[1].

  • Defect inspection scans a whole wafer with light or electrons and compares each die against its neighbors. It is by far the largest family, $6.7 billion, and the one KLA dominates, at 85.9 percent. ASML's HMI eScan 1100 runs 25 electron beams at once, up to 15 times the throughput of single-beam inspection tools, and finds patterning defects down to 7 nm[7].
  • Film and shape metrology measures how thick each film is and how flat the wafer sits, without cutting it open: $2.6 billion, with KLA at 45.6 percent, Nova at 24.6 and Onto Innovation at 10.9. Onto paid about $720 million in August 2026 for 27 percent of Japan's X-ray maker Rigaku[8].
  • Mask inspection and repair gets its own tools, because a defect on a mask repeats on every die: $2.2 billion, and one of two families where KLA has a close rival, 45.9 percent against Lasertec's 42 and Zeiss's 10.1. Lasertec also makes actinic inspection tools, which check EUV masks with the same 13.5 nm light that prints them, and it calls its ACTIS A150 the world's first EUV patterned mask inspection system[9]. KLA's own actinic mask inspection tool was still at an early demo stage at its March 2026 investor day[3].
  • Overlay metrology measures whether this layer sits on the one below: $991.4 million, split almost evenly between KLA at 51.5 percent and ASML at 47.9.
  • Critical dimension metrology measures how wide a printed feature actually came out: $1.2 billion, and the one family Japan leads, with Hitachi at 71.9 percent and Applied Materials at 27.5.
  • Electron-beam metrology resolves detail too fine for light: $1.3 billion, led by Applied Materials at 45.1 percent with ASML at 35.6 and KLA at 18.8.

Process control market by tool family, 2025$M

Defect inspection6,700Film and shape metrology2,600Mask inspection and repair2,200E-beam metrology1,300CD metrology1,200Overlay metrology991.4Defect review729.1
Process control market by tool family, 2025
Defect inspection6,700 $M
Film and shape metrology2,600 $M
Mask inspection and repair2,200 $M
E-beam metrology1,300 $M
CD metrology1,200 $M
Overlay metrology991.4 $M
Defect review729.1 $M

Source: ETO Supply Chain Explorer, CSET

Who makes it

KLA held 56.8 percent of a $15.7 billion market in 2025[1]. KLA says its share grew 3.6 percentage points from 2021 to 2025[4]. Its fiscal 2026 revenue was $13.579 billion, after $12.156 billion in fiscal 2025[10], and it says it gained share again in 2025 across mask, optical wafer and e-beam inspection[4].

Process control tool revenue share, 2025%

KLA56.8%Applied Materials11.2%Lasertec6.4%Hitachi High-Tech6.2%ASML5.9%Nova4.3%Onto Innovation2.6%Camtek1.6%Rigaku1.2%All others3.8%

Source: ETO Supply Chain Explorer, CSET

The rest are specialists, and none holds more than 11.2 percent, by CSET's count for 2025[1].

  • Applied Materials is the largest of them at 11.2 percent, selling e-beam defect review, CD-SEM line-width tools and e-beam metrology next to the deposition and etch tools that create the defects.
  • Lasertec holds 6.4 percent, almost all of it mask inspection; Hitachi High-Tech 6.2 percent, most of it CD-SEM; ASML 5.9 percent through YieldStar overlay and HMI e-beam metrology.
  • Nova holds 4.3 percent, through film metrology, and took $880.6 million of revenue in 2025[11].
  • Onto Innovation holds 2.6 percent on $1,005.3 million of 2025 revenue[12] and Camtek 1.6 percent on $496.1 million[13].

Patterning, which includes metrology products and reticle inspection, grew 61 percent year on year in the June 2026 quarter, when Taiwan took 31 percent of KLA's revenue and China 26 percent[2].

KLA revenue by product line, June 2026 quarter%

Wafer inspection49%Services22%Patterning20%PCB and component inspection4%Specialty semiconductor process4%Other1%

Source: KLA letter to shareholders, Q4 FY2026

Process control's share of fab spending is still rising, and in memory KLA credits higher performance specifications, less redundancy and more logic content in devices built for high-performance computing[4].

KLA's systems also apply AI-driven analytics and noise suppression, and KLA says it has added AI capabilities across its entire product portfolio over the past five years[4].

Packaging, AI and China

The AI build-out is increasing the importance of advanced packaging and of the process control it needs[2]. KLA took the number one position in advanced wafer-level packaging process control in 2025, adding 14 points[4], and expects about $1.1 billion of packaging process control revenue in 2026, more than 70 percent growth[2]. Onto signed a volume purchase agreement estimated at over $240 million with an HBM maker for 2D inspection and 3D bump metrology through 2027[12].

Chinese makers are still small in process control, but one of them is growing fast. CSET's count, built on TechInsights data, puts all Chinese firms at 0.7 percent of a $15.7 billion market in 2025[1]. Skyverse (Shenzhen Zhongke Feice), which makes wafer inspection and metrology tools, reported 2.05 billion yuan of revenue in 2025, about $285 million, up 48.75 percent on 2024 and more than double its 2023 revenue[14]. That alone is about 1.8 percent of CSET's market, more than twice CSET's figure for all Chinese firms, so the CSET count may miss some domestic sales[1]. In its 2025 annual report Skyverse says Chinese makers still hold a low share of China's market for these tools and that KLA holds the largest share of it[14]. By CSET's 2025 count, Chinese firms held 0.6 percent of defect inspection tools[15]. They held 0.4 percent of line-width measurement in 2025[16]. In film and shape metrology they held 2 percent in 2025, all of it from Raintree Scientific Instruments, or RSIC[17]. They held no share of photomask inspection and repair tools in 2025[18]. Nor did they hold any share that year of the tools that inspect wafers during advanced packaging[19].

In October 2022 the US began requiring a license for any US-made item, process control tools included, bound for a Chinese fab that made logic chips at 16/14 nm or below, NAND memory with 128 or more layers or DRAM at 18 nm half-pitch or below[20]. The December 2024 rule added specific process control tools to the export lists. It controls defect inspection and measurement of patterned 300 mm wafers where the tool can find defects of 21 nm or smaller using light below 400 nm, or an electron beam resolving 1.65 nm, or a cold field emission source, or two or more beams[21]. The same rule controls overlay metrology accurate to 0.5 nm or better that is built into the track, the machine that coats and develops the light-sensitive resist, or that can switch wavelengths quickly, and stand-alone wafer shape metrology that feeds corrections to immersion or EUV scanners[21]. A separate new entry, 3B994, covers optical film and line-width metrology for 300 mm wafers with software for measuring non-planar transistors[21]. BIS placed these tools in new entries for items it says also have legitimate uses in older chipmaking, so they carry narrower license requirements than tools built only for advanced chips[21]. A new foreign direct product rule extends US jurisdiction to specified foreign-made chipmaking tools bound for Macau or for a Country Group D:5 destination such as China[22].

The chokepoint

Process control is a chokepoint of concentration. Several firms can build a good film metrology tool, but one firm leads most kinds of process control tool, and its share is still growing. A fab that can buy scanners and etchers but not sensitive inspection tools finds fewer of the defects that lower its yield, so its yield rises more slowly.

Key evaluation criteria

  • Sensitivity. The smallest killer defect a tool can find. ASML's multibeam system is specified to 7 nm patterning defects[7].
  • Throughput. Wafers per hour, which decides how many lots a fab can afford to look at; multibeam gives up to 15 times the throughput of single-beam tools[7].
  • Nuisance rate. The share of flagged events that turn out not to be real defects, which is what AI classification is meant to reduce.
  • Sampling plan. How many wafers and sites per lot, a cost decision as much as a physics one, which sets what process control costs the fab.
  • Time to result. How fast a measurement reaches the process engineer, which sets the speed of yield learning.

Review questions

Open a question to see its answer.

What do metrology and inspection tools do?

They check each wafer between steps for line width, layer alignment and defects.

Their measurements tell a fab why its chips fail. Reread: How it works

Why do AI chips depend so much on finding defects?

They are among the largest chips made, and a bigger chip is more likely to catch a defect.

On a chip that size, halving the defects raises the share of flawless chips from about half to about seven in ten. Reread: Packaging, AI and China

Who leads the market for these tools?

KLA, an American firm, with 56.8 percent of the market in 2025 on CSET's count.

That is about five times Applied Materials, the next largest. Gartner put KLA at 56.5 percent in 2024. Every kind of tool still has a second maker. Reread: Who makes it

How strong are Chinese makers of these tools?

Still small, though one of them is growing fast.

CSET counts Chinese makers at 0.7 percent of the market in 2025. Skyverse's own 2025 revenue of 2.05 billion yuan came to about 1.8 percent of that market alone, so the count may miss some domestic sales. Reread: Packaging, AI and China

Sources (22)

  1. ASupply Chain Explorer: Advanced ChipsEmerging Technology Observatory (ETO)
  2. ALetter to Shareholders Q4 Fiscal 2026KLA Corporation · 27 July 2026
  3. ACompounding Sustainable OutperformanceKLA Corporation · 13 March 2026
  4. ALetter to Shareholders Q3 Fiscal 2026KLA Corporation · 29 April 2026
  5. ABehrooz Parhami, Dependable Computing: A Multilevel Approach, part 2University of California, Santa Barbara · 11 October 2020
  6. ANVIDIA Hopper Architecture In-DepthNvidia · 22 March 2022
  7. AThe HMI eScan 1100ASML
  8. AOnto Innovation Completes Strategic Investment in Rigaku Holdings CorporationOnto Innovation · 10 August 2026
  9. AACTIS A150Lasertec · 12 September 2019
  10. ARevenue from Contract with Customer, Excluding Assessed Tax (us-gaap:RevenueFromContractWithCustomerExcludingAssessedTax) reported by KLA CORP, XBRL company concept dataU.S. Securities and Exchange Commission (XBRL data for KLA CORP)
  11. ARevenues (us-gaap:Revenues) reported by NOVA LTD., XBRL company concept dataU.S. Securities and Exchange Commission (XBRL data for NOVA LTD.)
  12. AOnto Innovation Reports 2025 Fourth Quarter and Full Year ResultsOnto Innovation · 19 February 2026
  13. ACAMTEK LTD, Form 6-K report of foreign private issuer for the period ended 2026-02-18 (6-K)U.S. Securities and Exchange Commission (filing by CAMTEK LTD) · 18 February 2026
  14. A深圳中科飞测科技股份有限公司2025年年度报告摘要CNINFO · 24 April 2026
  15. ASupply Chain Explorer: Advanced ChipsEmerging Technology Observatory (ETO)
  16. ASupply Chain Explorer: Advanced ChipsEmerging Technology Observatory (ETO)
  17. ASupply Chain Explorer: Advanced ChipsEmerging Technology Observatory (ETO)
  18. ASupply Chain Explorer: Advanced ChipsEmerging Technology Observatory (ETO)
  19. ASupply Chain Explorer: Advanced ChipsEmerging Technology Observatory (ETO)
  20. AImplementation of Additional Export Controls: Certain Advanced Computing and Semiconductor Manufacturing Items; Supercomputer and Semiconductor End Use; Entity List ModificationU.S. Government Publishing Office (Federal Register) · 13 October 2022
  21. AForeign-Produced Direct Product Rule Additions, and Refinements to Controls for Advanced Computing and Semiconductor Manufacturing ItemsU.S. Government Publishing Office (Federal Register) · 5 December 2024
  22. ACommerce Strengthens Export Controls to Restrict China's Capability to Produce Advanced Semiconductors for Military ApplicationsU.S. Bureau of Industry and Security · 2 December 2024