What is engineering momentum in pre-seed startups?

Engineering momentum tracks commit velocity acceleration in early-stage startups. Pre-seed companies building core infrastructure show the strongest signals.

How can investors use GitHub data for startup sourcing?

Velocity spikes precede fundraises by a median of 31 days (SSRN 6606558). GitHub activity provides a real-time sourcing pipeline.

Which stage shows the highest engineering velocity?

Series A/B startups show the highest absolute commit velocity, while pre-seed shows the strongest percentage acceleration.

Seed-Stage Startups With the Highest Engineering Velocity — Q3 2026

Seed-stage startups represent the earliest investment opportunity. Our dataset captures commit velocity, contributor growth, and signal types for seed-stage companies, revealing which early teams are executing fastest on their engineering roadmaps.