Private tech & AI

The Billion-Dollar Employee

How much company value sits behind each employee?

A look at valuations and team sizes across 50 leading private technology companies. Are we getting closer to the one-person unicorn?

50 companies researched38 comparableUSDResearch snapshot · Oct 22, 2026

Valuation per employee

Last comparable equity valuation ÷ latest usable employee count.

Most private-company headcounts are estimates. Valuation and employee observations often have different dates. Figures describe a research snapshot, not employee compensation or proven productivity.

Selected company

Prometheus

$41BFunding round · Jun 2026
150Reported approximate · Jun 2026

Approximately 150 employees reported in an interview with the founders at the funding announcement.

How small can a billion-dollar company get?

Company valuation against team size. A high ratio still leaves a team behind it.

Company valuation versus employeesBoth axes use logarithmic scales. The dotted line represents one billion dollars of valuation per employee. Select a company below for its values. The full data is available in the company table.1101001k10k100k$1B$10B$100B$1T$1B valuation per employeeOne-person unicornPrometheusEmployees · logarithmic scaleCompany valuation · USD · log scale
Prometheus$41B valuation150 employees≈ $273.3M per employee
AI labsAI applicationsInfrastructureEstablished tech

Each dot is a company with a usable valuation and employee observation. Equal spacing represents a tenfold increase. The dotted diagonal is the $1B-per-employee reference, not a projected trajectory.

Productivity, or investor expectations?

Valuation per employee = Revenue per employee × Valuation / Revenue

A smaller team can generate more revenue per person. Investors can also pay a higher multiple for the same revenue. This snapshot does not establish a trend toward solo companies or isolate the effect of AI. Contractors, cloud providers, and outside services also support these businesses.

Explore revenue per employee

Explore the company data

50 companies in this view. Unverified valuations and unavailable comparisons are left unranked.

CompanyValuationEmployeesPer employeeValuation observation
AI applications$41B150Reported approximate≈ $273.3MFunding round ↗Jun 2026
AI labs$965B≈ 5,000Workforce estimate≈ $193MFunding round ↗May 2026
AI applications$15B≈ 120Workforce estimate≈ $125MReported funding round ↗Sep 2026
Infrastructure$15.75B≈ 140Workforce estimate≈ $112.5MFunding round ↗Oct 2026
Infrastructure$39B≈ 400Workforce estimate≈ $97.5MFunding round ↗Sep 2025
AI applications$48B≈ 500Workforce estimate≈ $96MFunding round ↗Sep 2026
AI labs$852B≈ 9,000Workforce estimate≈ $94.7MFunding round ↗Mar 2026
Established tech$22B≈ 240Workforce estimate≈ $91.7MFunding round ↗May 2026
Infrastructure$21B≈ 310Workforce estimate≈ $67.7MFunding round ↗Aug 2026
AI labs$12B≈ 200Workforce estimate≈ $60MFunding round ↗Jul 2025
Infrastructure$17.5B≈ 340Workforce estimate≈ $51.5MFunding round ↗Jul 2026
Infrastructure$18B≈ 380Workforce estimate≈ $47.4MFunding round (over $18B) ↗Sep 2026
Established tech$50B≈ 1,100Workforce estimate≈ $45.5MShare buyback ↗Mar 2026
Infrastructure$126B≈ 3,000Workforce estimate≈ $42MFunding round ↗Feb 2026
Infrastructure$18B≈ 500Workforce estimate≈ $36MFunding round ↗Jul 2026
Infrastructure$30B≈ 900Workforce estimate≈ $33.3MFunding round ↗Apr 2026
AI applications$13.3B≈ 400Workforce estimate≈ $33.3MFunding round ↗Aug 2026
Established tech$60B≈ 1,900Workforce estimate≈ $31.6MFunding round ↗Oct 2026
Infrastructure$15B≈ 500Workforce estimate≈ $30MFunding round ↗Jan 2026
AI applications$10B≥ 400Reported minimum≤ $25MFunding round ↗Oct 2025
AI applications$15.8B≈ 700Workforce estimate≈ $22.6MFunding round ↗May 2026
AI applications$20B≈ 900Workforce estimate≈ $22.2MReported funding round ↗Sep 2025
AI applications$22B≈ 1,000Workforce estimate≈ $22MEmployee tender ↗Sep 2026
Infrastructure$14.6B≈ 700Workforce estimate≈ $20.9MFunding round ↗Mar 2026
AI labs$24.39B1,200Reported approximate≈ $20.3MFunding round (USD equivalent) ↗Sep 2026
Infrastructure$190B≈ 11,000Workforce estimate≈ $17.3MFunding round ↗Aug 2026
Established tech$20B≈ 1,200Workforce estimate≈ $16.7MFunding round ↗Aug 2026
Established tech$159B≈ 11,000Workforce estimate≈ $14.5MEmployee tender ↗Feb 2026
AI applications$15.5B≈ 1,300Workforce estimate≈ $11.9MFunding round ↗Sep 2026
Infrastructure$15B≈ 1,300Workforce estimate≈ $11.5MFunding and tender ↗Jun 2025
Established tech$115B≈ 11,000Workforce estimate≈ $10.5MSecondary sale ↗Jul 2026
Infrastructure$61B≈ 7,000Workforce estimate≈ $8.7MFunding round ↗May 2026
Established tech$12B≈ 1,600Workforce estimate≈ $7.5MEmployee buyback ↗Sep 2025
Established tech$11B≈ 2,000Workforce estimate≈ $5.5MEmployee tender (month known) ↗Jan 2026
Established tech$31B≈ 7,000Workforce estimate≈ $4.4MFunding round ↗Dec 2022
Established tech$16.8B≈ 5,000Workforce estimate≈ $3.4MFunding round ↗May 2025
Established tech$480B≥ 150,000Reported minimum≤ $3.2MSecondary sale (month known) ↗Nov 2025
Established tech$17.3B7,000Reported approximate≈ $2.5MFunding round (month known) ↗Oct 2025
Infrastructure$140B≈ 9,000Workforce estimateUnrankedUnconfirmed financing target ↗Sep 2026
AI labs$52BNot establishedUnavailableUnrankedDatabase reported ↗Date not disclosed
AI labs$50BNot establishedUnavailableUnrankedDatabase reported ↗Date not disclosed
Established tech$42BNot establishedUnavailableUnrankedEmployee secondary ↗Aug 2025
AI labs$32BNot establishedUnavailableUnrankedDatabase reported ↗Date not disclosed
Infrastructure$30.9BNot establishedUnavailableUnrankedFunding round (initial close) ↗Sep 2026
Established tech$29BNot establishedUnavailableUnrankedMinority investment (over $29B) ↗Jun 2025
AI labs$25B≈ 180Workforce estimateUnrankedPre-money valuation ↗Apr 2026
Established tech$22.5B4,000Reported approximateUnrankedDatabase reported ↗Date not disclosed
Established tech$20BNot establishedUnavailableUnrankedFunding round ↗Nov 2025
Infrastructure$14BNot establishedUnavailableUnrankedFunding round (over $14B) ↗Jan 2026
Established tech$9B≈ 400Workforce estimateUnrankedDatabase reported ↗Date not disclosed
Methodology & definitions

This is a selected cohort of 50 leading private technology and AI companies, not an exhaustive global top-50 ranking. Research was checked on October 22, 2026. Public companies and completed acquisitions such as SpaceX, xAI, and Cursor are excluded. Privately priced operating companies with a public parent, such as Waymo, can be included.

Company or investor announcements and reported transactions take precedence over modeled secondary prices. Database-reported figures are identified separately where direct transaction evidence or its date was not established. Pre-money-only valuations and unconfirmed financing targets are excluded from calculated charts. A stale disclosed transaction is not necessarily today’s market value.

Employee counts use company disclosures or reported totals where available. Remaining usable counts are third-party workforce estimates, principally TrueUp profiles attributed to Live Data Technologies. Estimated profile counts can miss employees or include affiliations. A source retrieval date is not a measurement date. No growth is extrapolated to fill date gaps. Missing or materially conflicting observations remain unranked.

Valuation per employee in USD millions equals valuation in USD billions × 1,000 ÷ employees. Minimum employee disclosures produce upper-bound ratios. Revenue and valuation multiples are not substituted for missing headcounts. The formula above is an identity using consistently defined revenue, not a separate revenue dataset.

The downloadable data retains observation dates, sources, and exceptions. Select any company to inspect both inputs. Dates marked “month known” have month precision in the download. Results can change materially with a different headcount, valuation basis, or transaction date.