Coverage
Published coverage → Removed from coverage
Tesla, Inc.
Simulation & Digital Twins · Physical AI
Simulation & Digital Twins exposure in Physical AI.
- **TSLA** — Tesla’s FY2023 10-K describes Optimus humanoid robot development, but it does not publish VLA benchmark metrics or a robot foundation model licensi
Catalysts
Q3'26 results Wednesday 2026-10-21 after market close. Q3 deliveries already released 2026-10-02 at 486,532 vehicles, so the print pivots to automotive gross margin ex-credits, energy storage deployments and the robotaxi/Optimus timeline commentary. Watch regulatory-credit revenue as the swing factor in GAAP auto gross margin, and any update on unsupervised FSD geography. [Q3 2026 production/deliveries release 2026-10-02: https://ir.tesla.com/press-release/tesla-third-quarter-2026-production-deliveries-and-deployments ; SEC EX-99.1 https://www.sec.gov/Archives/edgar/data/1318605/000162828026064366/exhibit991111111.htm]
Invalidation
needs primary source validation — pending deep-dive research. Placeholder: (1) thesis chain breaks on primary-source evidence, (2) named revenue/customer concentration risk, (3) margin compression or competitive displacement
Latest change
· Layer moved from Autonomy Software, Fleet Platforms & End Markets to Sim-to-Real, Digital Twins & Validation.
Earlier changes
Coverage
Published coverage → Removed from coverage
Coverage
Published coverage → Removed from coverage
Mapped funds and investors
Direct relationships supported by published evidence.
Reported holdings as-of
| Fund / investor | As of | Fund portfolio weight | Evidence |
|---|---|---|---|
| ARK Innovation ETF ARKK | 10.41% | Source | |
| ARK Autonomous Technology & Robotics ETF ARKQ | 11.97% | Source | |
| ARK Next Generation Internet ETF ARKW | 7.9% | Source | |
| Global X Robotics & Artificial Intelligence ETF BOTZ | 2.22% | Source |
Disclosed investment history
No sourced relationships mapped yet.
Showing up to four relationships in each group. ETF weights describe the fund’s portfolio, not ownership of this company. Private investment history does not establish current ownership.
ins-$13.3M · 13F 18+/7-×0.0 · short↑0.26
Current snapshotneeds primary source validation — no X/Reddit signal yet
Lower-confidence snapshotTarget price: $440.35
Dated research targetMoat & position
- Evidence Grade
- Inferred
- Toll Road Tier
- Weak proxy
2026-10-21 · earnings
Deep research update
1,547 words · Updated 18 Oct 2026 · 8 sources
Tesla, Inc. is a US-listed company materially exposed to Robot Foundation Models (Vision-Language-Action).
Tesla’s FY2024 financials are taken directly from the company’s Form 10-K for the fiscal year ended December 31, 2024. The company reports three revenue lines: automotive, energy generation and storage, and services and other.
| Segment | FY2024 revenue | Share of total revenue |
|---|---|---|
| Automotive | $77.065 billion | 78.9% |
| Energy generation and storage | $10.086 billion | 10.3% |
| Services and other | $10.539 billion | 10.8% |
| Total | $97.690 billion | 100.0% |
Source: Tesla, Inc., Form 10-K for fiscal year ended December 31, 2024, filed January 31, 2025, Accession No. 0001628280-25-006192, URL: sec.gov , accessed April 26, 2026.
The shares above are derived by division from the primary filing:
- Automotive:
$77.065B / $97.690B = 78.9% - Energy generation and storage:
$10.086B / $97.690B = 10.3% - Services and other:
$10.539B / $97.690B = 10.8%
For comparison, FY2023 total revenue was $96.773 billion, with automotive revenue of $82.419 billion, energy generation and storage revenue of $6.035 billion, and services and other revenue of $8.319 billion. Source: Tesla, Inc., Form 10-K for fiscal year ended December 31, 2023, filed January 29, 2024, Accession No. 0001628280-24-004390, URL: sec.gov , accessed April 26, 2026.
This shows a meaningful mix shift: automotive fell from about 85.2% of FY2023 revenue to about 78.9% in FY2024, while energy generation and storage grew from 6.2% to 10.3%.
FY2024 profitability figures from the same 10-K:
- Total gross profit: $17.454 billion
- Total revenue: $97.690 billion
- Implied total gross margin:
$17.454B / $97.690B = 17.9% - Operating income: $7.076 billion
- Implied operating margin:
$7.076B / $97.690B = 7.2% - Net income attributable to common stockholders: $7.091 billion
- Implied net margin:
$7.091B / $97.690B = 7.3%
Source: Tesla, Inc., Form 10-K for fiscal year ended December 31, 2024, filed January 31, 2025, Accession No. 0001628280-25-006192, URL: sec.gov , accessed April 26, 2026.
Tesla’s automotive segment includes regulatory credits. The filing does not require a separate top-line customer name disclosure where no single customer exceeds 10% of revenue. No single customer is identified in the FY2024 10-K as representing 10% or more of total revenue. Therefore, from primary filings alone, no top customer name can be sourced. Any claim naming a specific top customer would be needs primary source validation.
Tesla monetizes through:
- Upfront hardware sales — new and used electric vehicles, plus energy products such as Megapack and Powerwall.
- Automotive leasing — reported within automotive revenue in the 10-K.
- Regulatory credits — included in automotive revenue; Tesla sells credits to other automakers. The FY2024 10-K reports automotive revenue including regulatory credits, but the exact credit split is not restated here because the exhibit-level line item was not separately verified for this note.
- Energy generation and storage — sale and installation of solar and storage systems to residential, commercial, and utility customers.
- Services and other — non-warranty maintenance, Supercharging, insurance, body shop, used vehicle sales, retail merchandise, and related services.
Source: Tesla, Inc., Form 10-K for fiscal year ended December 31, 2024, business description and revenue recognition sections, filed January 31, 2025, Accession No. 0001628280-25-006192, URL: sec.gov , accessed April 26, 2026.
From the filing’s business and segment discussions, the paying parties are:
- Automotive: consumers and commercial fleet buyers purchasing vehicles directly from Tesla; lessees under Tesla’s direct leasing program; and other automakers purchasing regulatory credits.
- Energy: utilities, commercial energy buyers, and residential homeowners.
- Services: vehicle owners paying for Supercharging, connectivity, maintenance, insurance, and merchandise.
No single paying customer or counterparty is named in the FY2024 10-K as a >10% customer. Therefore, no specific top customer names can be source-bound from filings.
The prompt requires a worked calculation. I use Tesla’s FY2024 primary filing inputs to calculate average automotive revenue per delivered vehicle and a blended company-level gross profit per delivered vehicle. I flag that the blended gross profit calculation includes energy and services, so it is not a pure automotive gross profit metric.
Calculation 1: Implied average automotive revenue per delivered vehicle
Tesla’s FY2024 10-K describes the following customer classes:
- Individual vehicle buyers — retail consumers who purchase vehicles directly from Tesla.
- Commercial fleet buyers — fleet operators purchasing vehicles for commercial use.
- Lessees — customers leasing vehicles through Tesla’s direct leasing program.
- Utility and commercial energy buyers — utilities, developers, and commercial entities purchasing Megapack and large-scale storage.
- Residential energy customers — homeowners buying Powerwall, solar, or Solar Roof.
- Service customers — Tesla vehicle owners paying for Supercharging, maintenance, connectivity, and insurance.
Source: Tesla, Inc., Form 10-K for fiscal year ended December 31, 2024, business description and revenue recognition sections, filed January 31, 2025, Accession No. 0001628280-25-006192, URL: sec.gov , accessed April 26, 2026.
The FY2024 10-K does not disclose a named customer that accounts for 10% or more of total revenue. Therefore, no specific top customer name can be sourced from the filing. Any statement such as “Tesla’s top customer is X” would be needs primary source validation.
This is important for conviction scoring: customer concentration risk is not demonstrated from the primary filing. The revenue base appears diversified across many retail, fleet, leasing, and energy customers, but the filing does not provide a customer-level concentration table in the sections reviewed.
- TSLA — Tesla’s FY2023 10-K describes Optimus humanoid robot development, but it does not publish VLA benchmark metrics or a robot foundation model licensi
- - TSLA — Tesla’s FY2023 10-K describes Optimus humanoid robot development, but it does not publish VLA benchmark metrics or a robot foundation model licensi source
$77,065,000,000 / 1,789,226 = $43,072 per vehicle
$17,454,000,000 / 1,789,226 = $9,755 per delivered vehicle
This is a company-level blended metric because total gross profit includes energy and services gross profit, not only automotive gross profit. A pure automotive gross-profit-per-vehicle calculation would require the automotive segment cost of revenue line item; that segment gross profit line was not separately verified for this note. Therefore, the pure automotive gross profit per vehicle should be treated as needs primary source validation unless it is separately pulled from the segment disclosure.
Calculation 3: Global EV market share using independent sources
1,789,226 / 17,000,000 = 10.5%
| Parameter | Value | Source | Tier | Measured / Derived / Assumed | Cross-verified |
|---|---|---|---|---|---|
| FY2024 total revenue | $97.690B | Tesla FY2024 10-K, Acc. 0001628280-25-006192, filed 2025-01-31, accessed 2026-04-26 | Tier 1 SEC | Measured | Single-source |
| FY2024 automotive revenue | $77.065B | Tesla FY2024 10-K, Acc. 0001628280-25-006192, filed 2025-01-31, accessed 2026-04-26 | Tier 1 SEC | Measured | Single-source |
| FY2024 energy revenue | $10.086B | Tesla FY2024 10-K, Acc. 0001628280-25-006192, filed 2025-01-31, accessed 2026-04-26 | Tier 1 SEC | Measured | Single-source |
| FY2024 services revenue | $10.539B | Tesla FY2024 10-K, Acc. 0001628280-25-006192, filed 2025-01-31, accessed 2026-04-26 | Tier 1 SEC | Measured | Single-source |
| FY2024 total gross profit | $17.454B | Tesla FY2024 10-K, Acc. 0001628280-25-006192, filed 2025-01-31, accessed 2026-04-26 | Tier 1 SEC | Measured | Single-source |
| FY2024 operating income | $7.076B | Tesla FY2024 10-K, Acc. 0001628280-25-006192, filed 2025-01-31, accessed 2026-04-26 | Tier 1 SEC | Measured | Single-source |
| FY2024 vehicle deliveries | 1,789,226 | Tesla FY2024 10-K, Acc. 0001628280-25-006192, filed 2025-01-31, accessed 2026-04-26 | Tier 1 SEC | Measured | Single-source |
| FY2023 automotive revenue | $82.419B | Tesla FY2023 10-K, Acc. 0001628280-24-004390, filed 2024-01-29, accessed 2026-04-26 | Tier 1 SEC | Measured | Single-source |
| FY2023 vehicle deliveries | 1,808,581 | Tesla FY2023 10-K, Acc. 0001628280-24-004390, filed 2024-01-29, accessed 2026-04-26 | Tier 1 SEC | Measured | Single-source |
| Global electric car sales 2024 | ~17.0M units | IEA Global EV Outlook 2025, URL: iea.org , accessed 2026-04-26 | Tier 1 named institution | Measured/estimate | Single-source |
| Ford Model e FY2024 EBIT | -$5.1B | Ford Motor Company FY2024 10-K, Acc. 0000037996-25-000015, filed 2025-02-06, accessed 2026-04-26 | Tier 1 SEC competitor filing | Measured | Single-source |
_Pending primary-source company deep-dive._
Tesla’s products can be divided into three primary buckets, as described in the FY2024 10-K business section:
- Vehicles: Model S, Model 3, Model X, Model Y, Cybertruck, and Tesla Semi.
- Energy generation and storage: Powerwall, Megapack, Solar Roof, and related solar and storage systems.
- Services: Supercharger network access, non-warranty maintenance, connectivity, insurance, used vehicle sales, body shop, and retail merchandise.
Source: Tesla, Inc., Form 10-K for fiscal year ended December 31, 2024, business description, filed January 31, 2025, Accession No. 0001628280-25-006192, URL: sec.gov , accessed April 26, 2026.
Tesla’s core technical functions are battery-electric powertrain integration, over-the-air software updates, and vertical integration across manufacturing and charging infrastructure. The 10-K describes vehicle safety, autopilot/Full Self-Driving capability, manufacturing equipment, battery cells, energy storage, and direct sales/service as core parts of the business.
The vehicles use electric powertrains rather than internal combustion engines. The company also sells energy storage systems that can shift load, provide backup power, and participate in grid services. Software updates can change vehicle behavior and service features after sale.
Source: Tesla, Inc., Form 10-K for fiscal year ended December 31, 2024, business description and risk factors, filed January 31, 2025, Accession No. 0001628280-25-006192, URL: sec.gov , accessed April 26, 2026.
Substitutes for Tesla’s vehicles include:
- Internal combustion engine vehicles from established automakers.
- Hybrid and plug-in hybrid vehicles.
- Battery-electric vehicles from other manufacturers.
- Public transit, micromobility, and traditional car ownership alternatives.
For energy products, substitutes include conventional fossil-fuel generation, other battery storage providers, and grid-scale storage alternatives.
These competitive forces are disclosed in Tesla’s own risk factors. Source: Tesla, Inc., Form 10-K for fiscal year ended December 31, 2024, risk factors, filed January 31, 2025, Accession No. 0001628280-25-006192, URL: sec.gov , accessed April 26, 2026.
Tesla’s durability advantage comes from several sources described in the 10-K:
- Vertical integration across batteries, power electronics, vehicle manufacturing, and software.
- Direct-to-consumer sales and service model, which removes traditional dealer intermediaries.
- Proprietary charging network with global Supercharger coverage.
- Over-the-air software capability tied to Autopilot/FSD.
- Energy storage integration with utility-scale Megapack and residential Powerwall systems.
These features are difficult for competitors to replicate quickly because they require manufacturing scale, software capability, charging infrastructure, and supply-chain investment.
Source: Tesla, Inc., Form 10-K for fiscal year ended December 31, 2024, business description, filed January 31, 2025, Accession No. 0001628280-25-006192, URL: sec.gov , accessed April 26, 2026.
The primary filing evidence suggests Tesla’s automotive pricing power is limited.
Using the 10-K data:
- FY2023 average automotive revenue per delivered vehicle:
$82.419B / 1,808,581 = $45,571 - FY2024 average automotive revenue per delivered vehicle:
$77.065B / 1,789,226 = $43,072 - Year-over-year change:
($43,072 - $45,571) / $45,571 = -5.5%
Sources:
Tesla FY2024 10-K: Accession No. 0001628280-25-006192, filed 2025-01-31, accessed 2026-04-26.
Tesla FY2023 10-K: Accession No. 0001628280-24-004390, filed 2024-01-29, accessed 2026-04-26.
This decline in average automotive revenue per delivered vehicle is consistent with price cuts, financing incentives, or negative mix shift. It indicates that Tesla cannot raise vehicle prices aggressively without risking unit volume. The automotive business therefore has weak to moderate pricing power in the near term.
Energy storage may have different pricing power dynamics because revenue grew from $6.035 billion in FY2023 to $10.086 billion in FY2024, a year-over-year increase of about 67%. However, segment-level pricing power cannot be verified from revenue growth alone; a gross-margin breakdown for energy storage would be needed. That segment margin line item is not used here because it was not separately verified for this note.
_Pending primary-source company deep-dive._
The following would materially weaken or disprove the bullish case for TSLA:
- Sustained volume decline. Tesla’s FY2024 deliveries were
1,789,226versus FY2023 deliveries of1,808,581, a decline of approximately 1.1%. Sources: Tesla FY2024 10-K, Accession No. 0001628280-25-006192, filed 2025-01-31, accessed 2026-04-26; Tesla FY2023 10-K, Accession No. 0001628280-24-004390, filed 2024-01-29, accessed 2026-04-26. If unit volume continues declining while fixed manufacturing and R&D costs rise, operating leverage deteriorates.
- Falling average automotive revenue per delivered vehicle. The average automotive revenue per delivered vehicle fell from about $45,571 in FY2023 to $43,072 in FY2024. If this metric keeps falling, it indicates price competition is defeating Tesla’s pricing power and eroding automotive margin potential.
- Competitor EV profitability inflection. If incumbent automakers such as Ford or GM reach positive profitability in their EV segments while maintaining or growing volume, Tesla’s differentiation and first-mover advantage may be overstated. Ford’s disclosed Model e EBIT of
-$5.1Bshows current losses, but if that loss narrows rapidly, the competitive gap closes.
- Regulatory credit dependency. Tesla’s automotive revenue includes regulatory credits. If the credit portion is material and regulators reduce or eliminate credit obligations for other automakers, Tesla’s automotive gross margin could decline. The exact FY2024 regulatory credit amount was not separately verified in this note and should be pulled directly from the 10-K exhibit if it is material to the thesis.
- Energy storage margin disappointment. Energy generation and storage revenue grew from
$6.035Bto$10.086B, but revenue growth is not proof of high incremental margin. If energy storage gross margin is materially below automotive gross margin, the mix shift could reduce overall profitability even as revenue diversifies.
- China or global share loss. If Tesla’s global EV share falls below the calculated
10.5%toward single digits while global EV sales continue growing, the company may be losing the scale race. The share calculation is sensitive to IEA’s global sales estimate; if global EV sales are closer to17.5 million, Tesla’s share falls to10.2%.
- Autonomy/FSD failure. If Tesla’s Full Self-Driving and future robotaxi plans fail to achieve regulatory approval, safety thresholds, or mass adoption, a major part of the stock’s premium would be undermined. The 10-K itself describes autonomy and regulatory risk as material uncertainties.
- Capital-spending or funding stress. If Tesla’s free cash flow weakens while it must fund multiple factories, battery production, and AI infrastructure, the balance sheet could come under pressure. The primary 10-K should be monitored for cash flow and capital expenditure changes.
INTACT (exposure surfaced from technology map; no capital allocation)
Sources
8 sources preserved from the latest qualified research update.