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Research Note · Alternative Data

Copying Congress

Members of Congress disclose their trades, with a lag of up to forty-five days, and a popular claim says copying them beats the market. We tested it on the full record, more than eleven thousand disclosed purchases across over one hundred and fifty members since 2020. The pooled portfolio tracks the index and ends slightly behind it, and the median disclosed buy lags. The outperformance everyone cites belongs to a few standouts, not to Congress.

Read
The whole record
Sample
11,376 disclosed buys
Window
2020 to 2026
Published
June 2026
Author: Bernardo de Ascensão, Iron Hall Capital
Informational and educational in nature. This document does not constitute personalised investment advice. Please refer to the disclaimer at the end.
01 Executive summary

The whole record, not the famous names

Members of the United States Congress must disclose their securities trades, with a lag of up to forty-five days. A popular claim says those disclosures are a structural edge: copy the filings and beat the market. We tested it properly, not on a handful of famous names but on the full disclosed record, eleven thousand purchases across more than one hundred and fifty members since 2020. The headline that survives a small, well-chosen sample does not survive the whole one.

What the test found

Key takeaways

  1. Copying the whole Congress did not beat the market. A portfolio that bought every disclosed purchase compounded at about 13.8 percent a year, against 15.2 percent for the S&P 500, with a slightly larger drawdown and a lower Sharpe ratio.
  2. The typical disclosed buy lagged the index. Across 10,696 priced purchases, the median trade returned about 5.5 percentage points less than the S&P over the following year, and only 41 percent beat it.
  3. The market-beating story is a few standouts, not the body. A small number of members show genuine, persistent outperformance. Most cluster around the index, and a long tail sits well below it.
  4. Diversification does not rescue it. Spreading across every filer averages the winners against an equally long line of losers, and the result converges on the index minus a little.
  5. This is where the careful literature already pointed. Broad membership shows no reliable edge; what exists is concentrated in a few. Our large sample lands in the same place.
13.8%
Copy-all annualised return
15.2%
S&P 500 annualised return
41%
Disclosed buys that beat the market
-5.5 pts
Median 12-month return vs market

Where this departs from the easy read

A small, well-chosen sample tells a different story

The easy read: Congress beats the market, so copying members is a structural edge available to anyone willing to read the filings.

Our reading: on a small sample weighted toward a few celebrated names in a technology bull run, copying looks unbeatable. On the full record of more than one hundred and fifty members, it is close to a coin flip that slightly lags the index. The famous result is a selection effect, not a property of Congress as a whole.

This note is not about any individual or any party. It is about a measurable question: how much information, on average, is left in a disclosed trade by the time the public is allowed to see it. On the full sample, the answer is close to none.

02 The claim

Public information, absorbed slowly

The academic starting point is Ziobrowski and co-authors (2004, 2011), who found that the common-stock investments of U.S. senators and representatives earned abnormal returns in the years before the STOCK Act. The popular version of the claim is that members trade with an informational advantage tied to their committee work and legislative knowledge. The evidence, though, is contested and has shifted. Eggers and Hainmueller (2013) re-examined the data and found members' portfolios actually lagged a simple index fund; post-disclosure-law studies (Belmont and co-authors, 2020; Chen and Sacerdote, 2026) find little broad edge and conclude that Congressional trades look much like uninformed retail trading. The most striking recent exception, Wei and Zhou (2025), is that whatever outperformance exists is concentrated almost entirely in the handful of members who reach leadership positions.

The testable part is simpler than the motive. The trades become public, with a delay, under the STOCK Act. If those disclosures still predict returns after the delay, then public information is being absorbed slowly, which is the same family of effect as the drift after an earnings report. If they do not, then by the time the filing is public the information is already in the price.

The forty-five-day lag is the crux. By the time a disclosure is filed, the trade is old news in the literal sense. For copying to work, the move the member was positioned for has to keep going after the public learns of it. That is a strong condition, and it is exactly what the test checks on the full record.

The mechanism in one line

If a disclosed purchase still earns excess return after the public sees it, the market is slow to price information that is, by then, fully public. On the full sample, it is not.

03 The test

Copy every disclosed buy, hold a year

We took every disclosed purchase by every member in the public filings from 2020 onward, kept only ordinary equity purchases with a clean ticker, and entered each at the adjusted close on the date the trade became public, the notification or filing date, never the trade date. That is 11,376 purchases across 155 members and 1,750 tickers. Each position is held for 252 trading days. We read the result two ways: a single copy-all portfolio that holds every disclosed purchase equally weighted, and the distribution of each trade's twelve-month return measured against the S&P 500 over the identical window, which is the cleaner test of whether a disclosed buy carries information.

What this test is, and is not

Prices are adjusted daily closes from a public source, so dividends are included. Delisted tickers cannot be priced and are dropped, which leaves 10,696 of 11,376 purchases priced, about 94 percent; this introduces a survivorship effect whose direction is ambiguous, since both failed companies and acquired ones disappear. Disclosed amounts are reported only as ranges, so positions are equally weighted rather than dollar-weighted. Sales are not shorted, options are copied as the underlying, trading costs and taxes are ignored, and the twelve-month windows overlap, so the naive significance test understates uncertainty rather than overstating it. This is a faithful study of the disclosed purchase record, not an investable replication of any person's portfolio.

04 The aggregate

Copying everyone tracks the index, slightly below

Held as one equally weighted book, copying every disclosed purchase produced a portfolio that shadowed the S&P 500 for the whole period and finished a little behind it, about 2.30 times capital against 2.50 for the index. The drawdown was marginally deeper and the Sharpe ratio lower. There is no separation, no persistent lead. Whatever signal individual trades carry, pooling all of them together yields the market with a small drag, not an edge.

Copy-all portfolio versus the S&P 500, growth of 1
Every disclosed purchase, equal weight, entry on the public-disclosure date, 252-day hold.
0.5 1 1.5 2 2.5 3 Growth of 1 2020 2021 2022 2023 2024 2025 2026 Start = 1 2.30x 2.50x
Copy all membersS&P 500
Public Congressional financial disclosures (STOCK Act filings); adjusted daily prices. Iron Hall Capital calculations.
Exhibit 1. The two lines are nearly indistinguishable, with the copy book ending just below the index. This is the honest aggregate: copying Congress as a whole is, to a first approximation, owning the market and paying a small toll for the effort.
05 The typical trade

Most disclosed buys lag the market

The distribution is blunter than the equity curve. Of 10,696 priced purchases, only 41 percent beat the S&P 500 over the year after disclosure, and the median trade lagged it by about 5.5 percentage points. The average is dragged back to roughly flat only by a thin right tail of large winners. In plain terms, picking a disclosed Congressional buy at random and holding it for a year was a slightly losing bet against simply owning the index.

Twelve-month return of each disclosed buy, relative to the S&P 500
Each bar counts the purchases whose one-year return fell in that range versus the index.
0 1k 2k 3k 4k Trades 162 -100 596 -75 1784 -50 3758 -25 2674 0 911 +25 352 +50 161 +75 298 >100
Underperformed the indexBeat the index
Public Congressional financial disclosures; adjusted daily prices. Iron Hall Capital calculations.
Exhibit 2. The weight of the distribution sits left of zero. About 59 percent of disclosed buys trailed the index over the following year. A handful of very large winners on the right pull the mean up to roughly flat, which is exactly how a no-edge signal with positive skew looks.
06 The dispersion

A few real standouts, a long losing tail

The averages hide enormous variation between members, and this is where the popular story comes from. Ranking the most active filers by the average market-relative return of their disclosed buys, a small group stands clearly above the rest. Donald Beyer's purchases beat the market by roughly forty-seven points per trade on average; Mark Green's beat it on about eighty-five percent of trades; Nancy Pelosi, the household name, is genuinely strong but is not the leader. Against them sits a tail just as long in the other direction, members whose disclosed buys underperformed the index by twenty points a trade or more.

Average return versus the market, by member
Most active filers (at least fifty priced purchases), twelve-month return relative to the S&P 500.
-40 -20 0 20 40 60 Alpha per trade, ppts +48 Beyer Donald +25 Moore Tim +24 Green Mark +13 Gianforte Greg +12 Pelosi Nancy +10 Greene Marjorie +10 Sessions Pete -11 Langevin James -14 Lowenthal Alan -15 Goldman Daniel -16 Delaney April -20 Jacobs Christopher -22 Malinowski Tom -29 Newman Marie
Beat the market on averageLagged the market on average
Public Congressional financial disclosures; adjusted daily prices. Iron Hall Capital calculations.
Exhibit 3. This chart answers the obvious question directly: yes, there are standouts beyond the famous names, but there are just as many at the other extreme. With samples this small per member, and survivors only, several of the leaders are as likely luck as skill. The dispersion, not a shared edge, is the finding.

The party split is similarly undramatic. Democratic disclosed buys compounded at about 13.9 percent and Republican at about 12.1 percent, both near the index, with average per-trade alpha within a point of zero on each side. There is no party that systematically beat the market on this record.

07 A note on the President

Why the President is not in this study

A natural question is whether the same exercise applies to the President. It does not, for a simple data reason. The STOCK Act periodic transaction reports tested here are a Congressional instrument. The President and senior executive-branch officials instead file an annual public financial disclosure, the OGE Form 278e, which reports holdings and broad income ranges once a year rather than individual transactions within forty-five days. There is no timely, trade-by-trade stream to copy.

Holdings, not trades

Beyond the filing format, a sitting President's disclosed wealth is concentrated in operating businesses and private assets, for example a media company and real estate, rather than an actively traded portfolio of listed equities. That is a register of ownership, not a sequence of timed market entries, so it cannot be turned into the kind of copy-on-disclosure test this note runs on Congress. We therefore leave the executive branch out rather than force a comparison the data does not support.

08 Conclusion

The headline is a selection effect

On the full record, copying Congress is not a market-beating strategy. The pooled book tracks the index and finishes slightly behind it, the median disclosed buy lags the market, and fewer than half of all purchases beat it over the following year. The famous outperformance is real for a few individuals and absent for the body, which is precisely what a careful reading of the academic literature predicts. The honest verdict is the opposite of the popular one: the disclosures are a fascinating dataset and a weak edge.

Pick the right member and you beat the market. Pick them all and you are the market, minus a little.

Final synthesis
  1. The aggregate does not beat the index. Copy-all compounded at about 13.8 percent against 15.2 percent for the S&P 500, with worse risk.
  2. The typical trade lags. Only 41 percent of disclosed buys beat the market over the next year; the median trailed by about 5.5 points.
  3. The edge is a few names, not Congress. A small group of standouts sits opposite an equally long tail of laggards; the dispersion is the story.
  4. The popular claim is selection. A small, well-chosen sample beats the market; the full one does not.
Bernardo de Ascensão
Iron Hall Capital · Research
This note revisits a much-discussed claim on the full public disclosure record rather than a chosen few. It names members only as the source of the data and takes no political view.
09 References

Selected references and further reading

Congressional trading performance is a contested literature, and the broad-sample evidence increasingly points to little reliable edge. The work below spans the early supportive studies, the skeptical re-examinations, the most recent findings on concentration, and the statute itself. The disclosures, rules and calculations in this note are Iron Hall Capital's own.

Ziobrowski, A. J., Cheng, P., Boyd, J. W. and Ziobrowski, B. J. (2004). Abnormal Returns from the Common Stock Investments of the U.S. Senate. Journal of Financial and Quantitative Analysis, 39(4), 661-676. RePEc
Ziobrowski, A. J., Boyd, J. W., Cheng, P. and Ziobrowski, B. J. (2011). Abnormal Returns from the Common Stock Investments of Members of the U.S. House of Representatives. Business and Politics, 13(1). DOI
Eggers, A. C. and Hainmueller, J. (2013). Capitol Losses: The Mediocre Performance of Congressional Stock Portfolios. Journal of Politics, 75(2), 535-551. SSRN
Belmont, W., Sacerdote, B., Sehgal, R. and Van Hoek, I. (2020). Relief Rally: Senators as Feckless as the Rest of Us at Stock Picking. NBER Working Paper 26975. NBER
Chen, H. and Sacerdote, B. (2026). Capital in the Capitol: Congressional Trades Resemble Uninformed Retail Trading. NBER Working Paper 35041. NBER
Wei, S.-J. and Zhou, Y. (2025). Captain Gains on Capitol Hill. NBER Working Paper 34524. NBER
Blonien, P., Crane, A. D. and Crotty, K. (2025). Should the Public be Concerned about Congressional Stock Trading?. SSRN working paper 5524863. SSRN
U.S. Congress (2012). Stop Trading on Congressional Knowledge (STOCK) Act, Public Law 112-105. Periodic transaction reporting within 45 days. Congress.gov
Disclaimer

This document has been prepared by Iron Hall Capital for informational and educational purposes. Its content does not constitute personalised investment advice, a recommendation to buy or sell financial instruments, a public offering, or a solicitation to subscribe to any financial product. The opinions and readings reflect Iron Hall Capital's judgement at the date of publication, are based on data considered reliable but not independently audited, and may be revised without notice.

The results shown are from historical simulations on past data. Backtested performance is hypothetical, is computed with the benefit of hindsight, does not reflect trading costs, financing, taxes, slippage or the market impact of real execution, and is not a reliable indicator of future results. Where a data series was not available, an equivalent real series has been substituted and labelled as such in the text. Where a method ignores costs or makes a simplifying assumption, this is stated. Markets can move sharply and without warning.

The author and Iron Hall Capital may hold, have held, or come to hold positions in the instruments referenced. Any reproduction, in whole or in part, requires written authorisation.

Iron Hall Capital  ·  A private investment office  ·  June 2026