Organizations
100 repositories tracked across 7 organizations, together carrying +1,908 engineers above their real headcount
Performance Trend — 90-day moving average
Rolling 90-day total performance per organization, normalized to a 30-day calendar month. Sampled daily up to today. Unit: Engineering Throughput Value (ETV).
Effective engineering capacity
What each organization's per-engineer gains are worth, counted in engineers. Trailing-90-day ETV, per engineer, over the org's own first reading, applied to the engineers active in that window. Every org opens at 1.0x on the day it joined, so this ranks what each has added since rather than output per engineer.
OpenAI
7 repositories · 90-day window
+495
engineers above headcount
27 engineers now deliver what 522 would have in Q1 2025.
▲ +188 vs the previous 90 days · 19.3x per engineer
Microsoft
12 repositories · 90-day window
+487
engineers above headcount
124 engineers now deliver what 611 would have in Q1 2025.
▲ +270 vs the previous 90 days · 4.9x per engineer
Meta
10 repositories · 90-day window
+309
engineers above headcount
176 engineers now deliver what 485 would have in Q1 2025.
▲ +191 vs the previous 90 days · 2.8x per engineer
Cloudflare
14 repositories · 90-day window
+306
engineers above headcount
99 engineers now deliver what 405 would have in Q1 2025.
▲ +113 vs the previous 90 days · 4.1x per engineer
12 repositories · 90-day window
+188
engineers above headcount
95 engineers now deliver what 283 would have in Q1 2025.
▲ +53 vs the previous 90 days · 3.0x per engineer
Vercel
9 repositories · 90-day window
+113
engineers above headcount
50 engineers now deliver what 163 would have in Q1 2025.
▲ +45 vs the previous 90 days · 3.3x per engineer
UiPath
5 repositories · 90-day window
+8
engineers above headcount
28 engineers now deliver what 36 would have in Q1 2025.
▲ +3 vs the previous 90 days · 1.3x per engineer