GitDealFlowsignals

Signal definition

Commit Velocity Change

The primary ranking signal at VC Deal Flow Signal. Sustained acceleration historically precedes fundraise announcements by 3-6 weeks. Captures rate-of-change, so it works equally well across small and large repos.

Unit: percent change between adjacent 14-day windows · Window: Two adjacent 14-day windows

Formula

(velocity[t] − velocity[t − 14d]) / velocity[t − 14d]

Decision rule

Sustained acceleration is defined as positive Δ velocity for ≥3 consecutive 14-day windows.

Common pitfall

A single big number (e.g. +1,647%) usually means the prior window was anomalously low. Always inspect the absolute baseline before acting on a percentage.

Empirical findings about commit velocity change

Related signals

Defined in the SSRN-indexed methodology paper. Full definition, assumptions, and validation in §3 of the paper. Reproducibility kit at /reproducibility. Glossary entry at /glossary#commit-velocity-change.

Five breakout startups, every Sunday, before the round gets crowded

The free Acceleration Watch: five venture-backed teams accelerating on the engineering signal, translated into plain English, 21 to 47 days before the deck circulates. No code-reading, no card.

Signed The Data Nerd · pseudonymous narrator · methodology over personality

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21-47 days
Signal Lead Time (median 31d)
$80M+
Rounds Tracked
90 sec
Per Scan
5,000+
Founders Tracked

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