Appendix A: OpenAI Simple Exponential Growth Model

The simple model below estimates current ARR by extrapolating a simple exponential from a few data points that are highlighted in the table with a note highlighting what it is based on.

Key Metrics
CAGR 194%
MoM Growth 9.40%

Month Monthly Rev ARR Last 12 Months Notes
Nov 2023$0.15$1.80Close to doubling ARR in 6 months, not quite
Dec 2023$0.17$2.00
Jan 2024$0.18$2.20
Feb 2024$0.20$2.40
Mar 2024$0.22$2.60
Apr 2024$0.24$2.80
May 2024$0.26$3.10“OpenAI has more than doubled its annualized revenue to $3.4 billion...”
Jun 2024$0.28$3.40
Jul 2024$0.31$3.70
Aug 2024$0.34$4.10
Sep 2024$0.37$4.50
Oct 2024$0.41$4.90
Nov 2024$0.44$5.30Sarah Friar noted 2024 revenues hit ~$3.7B, up from ~$1B in 2023
Dec 2024$0.49$5.80$3.73
Jan 2025$0.53$6.40
Feb 2025$0.58$7.00
Mar 2025$0.64$7.60
Apr 2025$0.70$8.30
May 2025$0.76$9.10
Jun 2025$0.83$10.00
Jul 2025$0.91$10.90
Aug 2025$1.00$12.00194%
Sep 2025$1.09$13.10
Oct 2025$1.19$14.30
Nov 2025$1.30$15.70CFO Sarah Friar confirmed achieving $11B is “within reach.”
Dec 2025$1.43$17.10$10.96

Appendix B: Employment estimates

Customer support representatives in the US according to BLS: 

  • 2.95 million x $40k per year = $118 Billion in salaries in the US

Software Engineering in the US according to BLS:

  • 1,656,880 employed x mean annual wage $138,110 = $229 Billion in salaries

R&D researchers in the US according to the census

  • 4452 employed per million x 340m population of US = 1.51m employed

  • Average salary for a research and development (R&D) scientist in the United States is between $101,794 and $130,117 per year (from Google).

  • 1.51m R&D researchers x $115k salary = $173 Billion in salaries