Field guide · evidence map

Robotics S5 upgrade map

Robotics evidence is stronger than a demo-only cycle, but the sector is still S3/S4-heavy. S5 requires a chain: paid deployment, repeatability, runtime/intervention, customer ROI, production economics and financial materiality. This is a public evidence map, not a winner ranking or investment recommendation.

Updated 2026-06-15. Evidence map only; no trade recommendation.

Current signal vs required upgrade

AI / model / data stack

NVIDIA Isaac GR00T, Physical Intelligence, Skild AI, Figure Helix and Tesla Digital Optimus make robot AI a trackable infrastructure layer. S5 still needs paid model/software contracts, deployed robot counts, uptime, intervention metrics and revenue economics.

S3/S4

Hardware cost / access

Unitree R1 AIR from US$4,900, G1 from US$13.5K and H2 at US$29,900 lower experiment cost, but do not prove shipments, industrial reliability, gross margin, support cost or customer ROI.

S3/S4

Deployment KPI

Figure BMW shows task-count and runtime evidence. The S5 gap is repeat orders, customer-confirmed ROI/payback, uptime, intervention and margin.

S4

Manufacturing / filing evidence

Tesla capacity-intent language, Figure BotQ production metrics and Leaderdrive supplier filings are meaningful, but each still needs actual output, yield, robot-specific economics or customer confirmation before S5.

S4

What upgrades the sector

The upgrade chain is paid deployment, repeatability, runtime/intervention, customer ROI, production economics and financial materiality. A single demo, logo, price point or capacity headline is not enough.

S5 test

Layer-by-layer S4 to S5 bridge

Each layer now has better public anchors than old-cycle demo videos, but each still needs its own proof-quality bridge. Designed capacity, customer-site KPI, low-cost bodies, filing-backed supplier revenue and model releases should not be collapsed into S5 economics.

S3/S4 platform-formation signal

AI / model / data stack

Current anchor: NVIDIA Isaac GR00T plus Physical Intelligence π0 / openpi / π0.5 / π0.7 and Skild AI official posts make robot AI a trackable infrastructure layer.

What it proves: Robot AI is becoming observable through model, tooling, simulation and data-stack releases rather than only isolated demos.

What it does not prove: Software revenue, attach rate, customer ROI, autonomy economics, gross margin or paid multi-OEM adoption.

S5 upgrade evidence: Paid model/software contracts, deployed robot counts using the stack, uptime/intervention metrics, ARR or licensing economics and gross margin.

S3/S4 cost-access signal

Hardware cost / access

Current anchor: Unitree official pages list R1 AIR from US$4,900, R1 from US$5,900, G1 from US$13.5K and H2 at US$29,900.

What it proves: Cheaper humanoid bodies can lower developer, education, research and pilot experimentation cost.

What it does not prove: Industrial reliability, gross margin, customer mix, support cost, shipment scale or customer payback.

S5 upgrade evidence: Product-line shipments, customer mix, uptime, intervention rate, repeat orders, gross margin, support cost and customer ROI/payback.

S4 manufacturing-infrastructure / capacity-intent signal

Tesla Optimus

Current anchor: Tesla's Q1 2025-Q1 2026 Form 8-K Exhibit 99.1 sequence moves from pilot-line language to Fremont 1M/year and Texas long-term 10M/year designed capacity.

What it proves: Tesla has disclosed increasingly concrete Optimus manufacturing infrastructure and designed-capacity ambition.

What it does not prove: Actual production rate, accepted units, yield, runtime, external paid customers, robot revenue or unit economics.

S5 upgrade evidence: Actual Optimus output, production yield, internal deployment count, uptime/intervention, internal factory ROI, external paid customers, pricing, revenue and gross margin.

S4 customer-site + manufacturing KPI signal

Figure AI

Current anchor: Figure reports BMW deployment KPI of 90,000+ parts and 1,250+ runtime hours, plus BotQ manufacturing KPI of 350+ Figure 03 robots delivered and >80% EOL first-pass yield.

What it proves: Figure has one of the clearest public deployment/manufacturing KPI curves among private humanoid OEMs.

What it does not prove: Contract value, customer-confirmed ROI/payback, robot count by customer site, repeat-order economics, intervention rate, gross margin or economically utilized fleet.

S5 upgrade evidence: Customer-confirmed ROI/payback, contract value, repeat order, deployed robots by site, uptime, intervention rate, service cost, production yield over time and gross margin.

S4 filing-backed commercial-application / early-scaling signal

UBTECH / 优必选

Current anchor: UBTECH's 2025 annual report disclosed RMB 820.557m full-size embodied humanoid revenue, 1,079 units sold and more than 6,000 annualized full-size humanoid capacity at end-2025.

What it proves: A listed company has disclosed humanoid revenue, unit sales and capacity in filings.

What it does not prove: Humanoid-specific gross margin, customer ROI, uptime/intervention, repeat-order economics, warranty/service cost or cash-flow durability.

S5 upgrade evidence: Humanoid-segment margin, named utilization data, repeat orders, positive unit economics, service/warranty cost, cash-flow path and customer ROI/payback.

S4 filing-backed supplier-validation signal

Leaderdrive / 绿的谐波

Current anchor: Leaderdrive's 2025 annual report disclosed RMB 570.714m revenue, RMB 422.528m industrial / embodied-intelligence robot component revenue and 425,158 harmonic reducers sold; its 2026-06-09 abnormal-trading announcement also warned there was no undisclosed major matter behind a +36.00% share-price move.

What it proves: Robot-relevant revenue/category growth and shipment growth are real filing-backed supplier signals.

What it does not prove: Named humanoid OEM exposure, humanoid-only revenue, single-robot value content, contract value, customer ROI or S5 humanoid commercialization.

S5 upgrade evidence: Named OEM relationship, humanoid-specific revenue/order value, margin durability, single-robot value content, repeat orders and capacity tied to humanoid demand.

What would change our mind

The minimum bar is not a single headline. A stronger S5 candidate should show several of these signals in the same company, customer program or value-chain layer.

Paid deployment with disclosed value

A real S5 candidate should disclose contract value, pricing, paid scope or enough customer-confirmed economics to connect deployment to value capture.

Primary required

Repeat order or multi-site expansion

A first logo can be S4; repeat orders and multi-site expansion are the bridge toward repeatable commercialization.

Primary required

Uptime / intervention / task success

Runtime hours are useful, but S5 requires the quality of that runtime: autonomy level, intervention rate, failures, safety events and task success in customer environments.

Customer-confirmed preferred

Customer ROI / payback

The decisive proof is not robot motion; it is whether the customer can justify labor displacement, throughput, quality or safety gains after integration and service costs.

Method explicit

Production output and economics

Capacity, cadence and first-pass yield matter only when paired with accepted units, cost curve, warranty/service burden, revenue and gross margin.

Filing or primary required

What would downgrade the evidence

Metrics regress to vague roadmap language

If quantified deployment, production or filing data disappears for multiple quarters, keep the evidence at S3/S4 instead of upgrading on narrative momentum.

Monitoring rule

Customer deployments fail to repeat

One pilot can be a strong signal, but no repeat order, no multi-site expansion and no customer economics is a downgrade against the S5 path.

Source-dependent

Financial quality deteriorates

Revenue growth can still be weak evidence if receivables, cash burn, warranty/service burden or gross margin deteriorate materially.

Filing-backed if public

Common misconceptions

  • Cheaper robots lower experiment cost; they do not prove reliability, gross margin or customer ROI.
  • Designed capacity is not current production rate, accepted units or economic utilization.
  • A customer KPI is stronger than a demo, but it is not the same as full unit economics.
  • Supplier revenue growth should not be converted into unnamed humanoid customer exposure.
  • A stock-price move is not order evidence unless it is paired with primary customer or order disclosure.

Think deeper

  1. Which layer reaches S5 first: OEM deployment economics, supplier filing materiality, or software/model monetization?
  2. If robot bodies become cheaper faster than expected, does value migrate to OEMs, deployment integrators, model/data platforms, or customers?
  3. Which evidence arrives first in filings: revenue, margin, cash-flow improvement, or capacity utilization?

Footer

Evidence map only. No winner ranking. No trade recommendation. S4-heavy evidence does not equal S5 scaled-commercial economics.

Sources