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Data sourced from SEC EDGAR 13F filings. Updated quarterly.

Disclaimer: QW Research is provided for informational and educational purposes only and is not investment advice, a recommendation, or an offer to buy or sell any security. Data is derived from public SEC 13F filings and may be incomplete, delayed, or inaccurate. Do not make investment decisions based on this content. QW Research does not share in any profits and accepts no liability for any losses or decisions made using this information. Past performance does not predict future results.

QW Research © 2026

Insights

Rigorous, out-of-sample research on institutional 13F data — including the studies whose results we didn't want.

June 30, 2026

A Reader Said 'Hold 13F Picks for Years, Not Weeks.' We Tested It — and Nearly Fooled Ourselves.
The best critique of our 13F backtests: the 45-day lag only kills short trades; treat the filing as multi-year conviction and it should hold up. So we held the most patiently-owned institutional names for 1 to 4 years. Every horizon still trailed the market — and the one result that looked significant was a statistical trap we had to catch.
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June 30, 2026

Institutional Investors' Trades Add No Value. We Checked 268,000 Fund-Quarters.
We compared every institution's actual post-trade portfolio against a 'frozen' version that made no changes — across 268,724 fund-quarters and out to a full year. Their trades helped 49.8% of the time: a coin flip. Gross of costs. Net of the costs they pay to trade, they'd have done better doing nothing.
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June 29, 2026

Our 'Top Conviction' Leaderboard Beats the S&P by 4 Points a Year. It's Not an Edge.
The most-conviction institutional names returned +19%/yr vs the S&P's +15% — looks like alpha. A basket of just the 10 biggest stocks did the same. Why 'beating the market' and 'having an edge' are not the same thing.
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June 24, 2026

We Backtested the Most Popular Ways to Trade 13F Filings. None of Them Beat the Market.
Patient capital, following institutional buying, fading crowded names, cloning small concentrated managers' best ideas — backtested honestly with the 45-day filing lag, costs, and out-of-sample discipline. Every one underperformed the S&P 500.
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June 11, 2026

We Tested Whether You Can Follow Smart Money. You Mostly Can't.
An out-of-sample study of 9,240 institutional 13F filers — past fund skill barely predicts future skill. Why 'follow the best funds' doesn't work.
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