Alpha Survey · in search of alpha

Ledger

How much ground has been surveyed and how much of it turned out barren, by the kind of mechanism we were looking for. Updated September 5, 2026.

76
hypotheses tested
51
surveyed and found barren
25
still under survey

By kind of ground

Share of surveyed ground that turned out barren.

carry / funding
100% 2 of 2
trend / momentum
91% 10 of 11
microstructure
86% 6 of 7
flows
70% 7 of 10
cross-sectional
67% 2 of 3
mean reversion
57% 4 of 7
other
57% 4 of 7
event / calendar
56% 15 of 27
volatility / options
50% 1 of 2

The numbers

Kind of groundSurveyedBarrenBarren share
event / calendar271556%
trend / momentum111091%
flows10770%
microstructure7686%
mean reversion7457%
other7457%
cross-sectional3267%
volatility / options2150%
carry / funding22100%
A high share of barren ground is not a flaw of the search: it is what a rigorous search looks like. Real costs, out-of-sample data, nulls and multiplicity leave very little standing.