αTheAlphaInsider

How the R-coefficient works

Everything you need to know about our proprietary insider skill metric — and its limitations.

What is the R-coefficient?

The R-coefficient measures the historical skill of an insider at picking the right moment to buy their own stock. It is the core metric behind the top-25 ranking.

For each purchase, we look at the return 60 trading days later. If the stock is up, that purchase counts as a win; if down, as a loss. R is the win rate, adjusted for how many trades the insider has made.

A high R does not mean an insider always wins — it means their average win rate is statistically higher than a random guess, given their number of trades.

The formula

R = (wins + k·p_global) / (n + k), where:

· wins = purchases with a positive 60-day return; n = total purchases; k = 20 (shrinkage parameter); p_global = global 60-day win rate of all open-market purchases (~58%).

This is Bayesian shrinkage: insiders with few trades are pulled toward the global average, preventing small samples from producing extreme scores.

The window is the last 2 years of purchases (rolling). The ranking shows the most recently active insiders first.

What counts as a signal

Open-market purchases (transaction code P, acquired/disposed = A) with a price greater than zero, reported on SEC Form 4 filings.

We include both individuals and entities (companies buying back their own stock, funds, holding companies).

Returns are measured against the adjusted close price (splits and dividends adjusted).

What is excluded

Derivative exercises (code M/F), gifts (code G), and non-open-market transactions.

Transactions flagged as price anomalies (deviation >40% from the same-day market close) — likely foreign currency, unadjusted splits or dirty data.

The 10b5-1 scheduled trading flag is not yet exposed (it is on the roadmap).

Data latency

Form 4 filings must be submitted to the SEC within 2 business days of the trade. We ingest them daily at 06:00 (server time).

Prices are updated daily at 04:00. Everything you see is end-of-day data, never intraday.

Limitations — read this

Past performance does not guarantee future results. Insider buying is a signal, not a recommendation to buy or sell any security.

Historical prices before recent splits may not be fully adjusted, which can distort old track records.

R measures buying skill, not selling skill, and does not account for portfolio size or context.

Disclaimer

TheAlphaInsider is an information service. Nothing on this site constitutes investment advice. Insider trading data is public information filed with the SEC; we do not provide execution, brokerage or advisory services.

Last updated: 2026-08-16