Big Tech's Headcount Inversion
This chart gives each of the five biggest technology companies its own small panel: annual revenue and year-end headcount, both indexed to 2016. In every panel the two lines climb together and then split - hiring stalls while revenue keeps compounding - and the vertical gap between them is that company's inversion gap. The shared scale makes the panels comparable at a glance: Meta's gap is the widest, Apple's the narrowest.
What does it show?
In every panel the lines split: hiring stalls, revenue keeps compounding. Amazon's headcount even ran above revenue until its 2021 freeze. Meta's gap is widest (264 index points by 2025); Apple's is narrowest (50).
Methodology
Annual whole-company revenue and fiscal year-end headcount from SEC filings via the deployed big-tech-scale instrument, each indexed to 2016 = 100 and drawn as one panel per company on a shared scale. The vertical gap between a company's two lines measures how far revenue has outrun hiring since 2016; the inversion is the regime change after 2022, when headcount lines flattened while revenue kept compounding — growth stopped requiring proportional hiring. Indexing hides absolute scale by design — Amazon's headcount is an order of magnitude larger than Meta's — and fiscal years differ across companies (Apple and Microsoft end mid-year). Headcount is the reported fiscal year-end figure; comparable quarterly headcount is not disclosed. Data as filed; restatements flow through on refresh.