The Humanoid-Robot Supplier Basket:
Why We're Not Buying (Yet)

Sixteen companies in the humanoid-robot supply chain, examined with one question: is a Micron/Nvidia-type earnings explosion coming that the market hasn't priced? Short answer: the robot buildout looks real — but at today's prices, almost none of the suppliers are the way to own it.

Research date: July 13, 2026 · Prices as of that date · Automated research pipeline (sourced filings/teardowns/capacity data → adversarial review → deterministic math), summarized by hand. Not investment advice.

The one-paragraph method

A supplier only produces a Micron-style earnings explosion when four things line up: a demand step you can compute in units (not a slide-deck market size); supply that can't respond — and not just the company itself being sold out, but the whole qualified supplier list, including the cheapest ones; a pricing structure that lets shortage turn into higher prices; and a market price that hasn't already assumed the whole story. Every company below was tested on all four. Two failure patterns showed up over and over: China built component capacity ahead of the robots (so shortages resolve by orders shifting to a cheaper supplier, not by prices rising), and the stock market already paid for the robot future, sometimes at 75–185× even generous earnings scenarios.

High confidence: avoid at today's prices

Both legs independently checked for these four — the pricing mechanism is broken and the current price already assumes what the evidence contradicts.

Harmonic Drive Systems 6324.T · Tokyo · ¥7,240

AVOID — HIGH CONFIDENCE

The market is paying supercycle prices for a factory that isn't busy. The stock trades at ~75× a 2028 earnings forecast that itself assumes profits grow six-fold — while the company's own disclosures show its plants running at ~70% capacity with short lead times, and Chinese rivals taking its customers at half the price.

More detail

Harmonic Drive invented the strain-wave gear — the compact joint reducer robots use — and the market has crowned it the "humanoid robot play" of Japan. The problem is that every physical indicator points the other way. When demand is truly straining supply, lead times stretch and factories max out: in the 2021–22 robot boom its lead times hit 10 months. Today they are 1–2 months, and utilization is about 70% — the company shipped roughly 460–580k reducers last year against ~1.85 million of annual capacity. That is slack, not shortage.

The humanoid story also doesn't survive contact with teardowns. Physical bill-of-materials work on Figure's and Tesla's robots found zero stamped Harmonic Drive part numbers; on Tesla's Optimus the company is at best a second source behind a Chinese supplier, and management itself has denied the near-term humanoid revenue the market is imagining. Meanwhile in China — where the robot volume actually is — its reducer sales fell 37% last year, because local maker Leaderdrive sells at 30–62% below its prices.

So the earnings ramp baked into the share price (¥16.7 → ¥96.8 per share by 2028 in analyst numbers) requires a demand wave the company's own factory floor says hasn't arrived, in a market where the wave — if it comes — lands on cheaper Chinese cost curves first. If the humanoid shortage ever does reach Japan's premium tier, you will see it first in lead times and utilization. Today both say no.

THK 6481.T · Tokyo

AVOID — HIGH CONFIDENCE (final write-up tonight)

Roughly half the company's market value (~¥414B) is a premium for humanoid-robot actuators — a product category where THK has no planetary-roller-screw offering, no named robot-program qualifications in primary sources, and where the Chinese suppliers who are qualified sit on ~96% idle capacity.

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THK is a fine industrial company — the world leader in linear guides and ball screws, the components that let machine tools move precisely. The trouble is what the stock price assumes on top of that business. Working backwards from its valuation, about half the market cap is paying for a future in humanoid-robot actuation.

Two facts collide with that premium. First, the component that actually matters in humanoid limbs is the planetary roller screw — a heavier-duty cousin of the ball screw — and THK doesn't have a production PRS product; our sweep of primary sources found no named humanoid program where THK is qualified. Second, even if it built one, the Chinese suppliers already qualified at robot makers are running at roughly 4% of the capacity they've built — meaning any demand surge gets absorbed by cheap idle capacity long before it reaches Japanese pricing.

You can like THK's core business and still recognize that the robot premium in the price is paying for a product that doesn't exist, in a market segment that's already oversupplied. The full research write-up completes tonight; the direction is already clear from the company's own product line and the capacity data.

Leaderdrive 688017 · Shanghai STAR · ¥379.5

DON'T CHASE — HIGH CONFIDENCE

The rare case where the shortage is real — the company is literally producing above its rated capacity and still can't fill humanoid orders — but the share price has sprinted far past what even a sold-out factory can earn: 160–185× our most generous 2028 earnings math.

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Leaderdrive is China's leading harmonic-reducer maker and the one company in this basket with a genuine, physical shortage: monthly output has been running at 131–150% of its official nameplate capacity, humanoid orders reportedly exceed everything it can build, and its next big factory doesn't arrive until 2028 (the precision grinding machines it needs are export-controlled and back-ordered).

Here's the uncomfortable arithmetic. A factory can only ship capacity × price. Capacity next year is at most ~800–960k units even with heroic debottlenecking. Price is the killer: despite being sold out, Leaderdrive's average selling price fell 15% last year, because competitor Laifual profitably sells similar reducers at less than half Leaderdrive's price and has spare capacity. Sold out × flat-at-best pricing caps next year's revenue around ¥0.9–1.1B — below the ¥1.3B analysts already assume. Even our aggressive 2028 scenario produces about ¥2.3 of earnings per share; the stock trades at ¥379.5.

What would change our mind (worth watching, genuinely): its realized prices turning up — that would mean the shortage finally outran the whole Chinese cost curve; a filed capacity addition for its higher-value integrated modules; or sustained output above 80k/month. Until one of those appears, this is a great business at a price that requires three miracles at once. (Also practical: STAR Market shares are effectively closed to foreign retail investors anyway.)

Ouster OUST · NASDAQ

AVOID — HIGH CONFIDENCE

The inverse of the setup we're hunting: unit demand is growing, but Ouster's own factory is only ~25–33% utilized, its average selling price has fallen from $6.3k toward $5.1k, and Chinese rivals sell capable lidar for $200–1,000. Growth without pricing power, at a valuation where ~90% of last year's stock gain was multiple expansion, not results.

More detail

Ouster makes solid 3D lidar and has real, diverse customers — warehouse robots, traffic intersections, mining trucks, defense drones. None of that is the issue. The issue is market structure: Hesai and RoboSense ship millions of units a year from China at list prices as low as $200–1,000, while Ouster's blended price is above $5,000 and drifting down every quarter. Its own contract manufacturer's line could build 100k+ units a year; Ouster shipped 25k last year.

The company needs roughly $286M of annual revenue to stop burning cash at current margins; analyst consensus for this year is about $220M. So the math requires either much faster volume (which, in this competitive structure, is usually bought with price cuts) or prices holding (which three years of data contradict). Robots getting cheap lidar is great for robots — it's the robot makers who capture that value, not the sensor supplier being commoditized.

Medium confidence: the roller-screw five — verdict solidifying tonight

These five are the "planetary roller screw" plays — the highest-value component in humanoid limbs. Our live research (six parallel deep-dives, completing tonight) has already returned a unanimous mechanism verdict: China has built screw capacity ahead of the robots, so shortage resolves by share-shift to cheaper suppliers, not price increases. What remains open is only whether any individual name is cheap enough to win on volume anyway. Directionally: not at these prices.

Hengli Hydraulic 601100 · Shanghai

AVOID (PENDING FINAL MATH) — MEDIUM CONFIDENCE

China's most famous "Tesla screw play" — which is precisely the problem. The market found this story in 2023 and re-rated it hard, while the pricing mechanism that would justify the premium is already broken: qualified competitors sell screws at a tenth of Swiss prices and have idle capacity.

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Hengli is a genuinely good industrial company — it broke the Japanese/German lock on excavator hydraulics and is applying the same playbook to precision screws. But its core business remains construction-machinery hydraulics (deeply cyclical, tied to Chinese construction), and the roller-screw option that excites the market faces the same physics as everyone else's: humanoid-qualified Chinese screw makers are running at a few percent of built capacity, and the price-setter sells at ¥499 a screw. When your premium product's market clears at a tenth of the price you'd need, volume — not price — is the only prize, and Hengli's valuation already assumes a large one. Final numbers land tonight; the mechanism verdict is already in.

Wuxi Best Precision 300580 · Shenzhen ChiNext

AVOID (PENDING FINAL MATH) — MEDIUM CONFIDENCE

The market is paying for a screw production line that doesn't exist yet: the company has shipped roughly 250 sample screws, its screw revenue is measured in hundreds of thousands of yuan, and the industry it wants to enter has already built over 2 million units of annual capacity.

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Best Precision is a legacy turbocharger-parts maker (a real but slowly-shrinking business as cars go electric) with an announced pivot to planetary roller screws for humanoids. Announced is the key word: our research found ~250 sample screws delivered, screw revenue of about ¥223k — that's thousands of dollars, not millions — and finished-screw capacity around 25k sets a year against an industry that has already built 2M+ of nameplate. Every yuan of its robot valuation is paying for execution that hasn't happened, in a segment already oversupplied before it arrives. It could execute brilliantly; the price asks you to assume it in advance.

Ningbo Shuanglin 300100 · Shenzhen ChiNext

THE ONE OPEN QUESTION — MEDIUM CONFIDENCE

Shuanglin is the price-setter — the maker of the ¥499 (~$73) roller screw that broke the Swiss monopoly's $1,500+ pricing. If anyone wins the volume game, it's likely them. The catch: even winning means thin margins at deflating prices, and the stock has already been discovered.

More detail

This is the most interesting of the five, and the one where we're genuinely waiting on tonight's math. Shuanglin's reverse-engineered screws at ¥499 are what collapsed the market's pricing — meaning it isn't the victim of the cost-curve war, it's the aggressor. There's a real scenario where humanoid volume arrives, Shuanglin takes outsized share as the cost leader, and scale economics turn thin unit margins into meaningful profit — the way BYD won in electric cars during a price war.

What has to be true: actual binding orders from robot programs (today's evidence is partly modeled, not filed), margins that survive at ¥499 (the gross spread over cost is narrow), and a valuation that doesn't already assume victory. That last check is what tonight's deterministic pass computes. Until then: watchlist, not wallet.

Wuzhou Xinchun 603667 · Shanghai

AVOID (PENDING FINAL MATH) — MEDIUM CONFIDENCE

A bearings-and-blanks maker one step upstream of the screws. The scarcity that exists in this market lives at the Swiss precision tier ($1,350–2,700 per screw); it doesn't reach the commodity tier where Wuzhou's prices are set.

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Wuzhou makes bearing components and screw blanks — the semi-finished steel that becomes a roller screw after precision grinding. The humanoid story attached to it assumes tightness at the top of the market (genuine: Swiss makers Rollvis and GSA quote months of lead time at $1,350–2,700 a screw) flows down to everyone in the chain. Our mechanism test found it doesn't: the domestic qualified tier has slack, and blanks are the least differentiated step — several suppliers can make them, so scarcity pricing never accrues there. A fine business; a story stretched one link too far up the chain.

ZD Leader 002896 · Shenzhen

AVOID (PENDING FINAL MATH) — MEDIUM CONFIDENCE

The hedge on a different robot design (planetary "quasi-direct-drive" joints instead of screws) — but the same verdict applies: its market clears through share-shift to cheaper suppliers, and its reducer business earns ~21% gross margins, commodity territory.

More detail

Not every humanoid uses roller screws — Unitree's robots use planetary QDD joints with zero screws and zero harmonic reducers, and ZD Leader supplies that architecture. We included it deliberately as the "what if the other design wins" hedge. The mechanism test came back the same: tightness in rotary actuation clears through cheaper qualified domestic suppliers, and ZD Leader's precision-reducer business runs ~21% gross margins — the signature of a commoditized component, not a bottleneck owner. If the QDD architecture wins, robot makers win cheaper joints; the joint maker doesn't win pricing power.

The one exception

Vishay Precision Group VPG · NYSE · $112.78

OPTION-SIZE ONLY — NOT A CORE POSITION

The single humanoid supplier where the math says "small yes": robots need to feel force, VPG's strain gages are the precision standard with a protected niche, the company has only 13.3M shares (tiny wins move earnings violently), and there's a dated go/no-go event this year. But the stock already trades at ~37× 2028 consensus, so you're paying up for the option — size it like one.

More detail

A strain gage is a foil element that measures force by how much a metal part flexes — it's how a robot hand knows how hard it's gripping. VPG has quietly shipped preproduction force sensors (~$600k so far, ~$5M expected this year) to unnamed humanoid maker(s), with roughly $400–500 of content per robot. The go-to-production decision is expected in the second half of this fiscal year — a rare, dated, binary catalyst.

The upside math is violent because the share count is tiny: if humanoids reach ~650k units in 2028 and VPG keeps ~20% of the sensing, that's roughly +$1.74 of extra EPS on a $3.07 consensus — a +57% earnings surprise; the aggressive case roughly doubles that. And unlike the reducer/screw markets, VPG's niche has real protection: its former parent is contractually barred from competing, and cheap alternatives aren't precise enough for the calibration-locked sockets it serves.

Three reasons this is an option, not a conviction buy: the stock already re-rated on its AI test-equipment boom (you're paying ~37× 2028 consensus before any robot revenue); VPG historically monetizes through volume and mix, never price increases; and Minebea Mitsumi mass-produces 2 million cheaper force sensors a month — if robot makers decide "good enough" beats "perfect," the option expires worthless. Playbook: small starter at most, add only when the production decision actually lands, exit on a slip into next year or a competitor win.

What would change these verdicts — the tripwires we're monitoring:

How this was made: each company got a ~130–160-node automated research sweep over filings, teardowns, capacity and pricing data (every claim source-tagged), an adversarial review pass by a second model, and a deterministic supply/demand model computing implied earnings against analyst consensus. Confidence labels reflect how many independent checks agree, and the medium-confidence five complete their final synthesis tonight.

What this is not: investment advice, a complete analysis, or a verified audit — numbers marked as estimates come from research corpora, not company guidance, and have not yet passed the full verification stage. Prices move; verdicts here are conditional on July 13, 2026 prices. Do your own work.