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Factors/Flow/Retail Flow
Aperiodic · AF-RFLW · FactsheetAs of Sep 14, 2026
AF-RFLW

Retail Flow

retail_flow

Quantifies retail money flow, positioning, and activity and systematically takes contrarian positions.

CAGR
+12.79%
Ann. vol
14.4%
Sharpe
0.91

How the factor is constructed

Retail Flow measures and responds to retail investor activity. By analyzing individual executed trades sourced from exchanges, it identifies assets heavily influenced by retail participation and takes systematically contrarian positions, seeking to exploit predictable patterns of overreaction and herding. Order sizes and types differentiate retail from institutional activity; five distinct techniques quantify trade imbalances and are combined in an ensemble without optimization or parameter fitting.

The universe consists of the most liquid and actively traded assets, identified on a rolling basis and survivorship-bias free. Positions are scaled by the inverse of rolling volatility; the factor is available point-in-time with hourly updates.

Signals
Flow Cross-sectional
Construction
Rank-weighted Long / short
Risk
Vol-targeted Inverse-vol scaled
Data
Point-in-time Reproducible

Retail Flow

Jan 01, 2020 – Sep 14, 2026
81116150184218252Jan 20Feb 21Mar 22May 23Jun 24Aug 25Sep 26
Performance & risk by period
PeriodReturnBTCAnn. volSharpeMax DD
1 month-0.35%+24.10%——-3.6%
3 months-2.83%+17.86%——-5.9%
Year to date+2.78%-11.92%——-6.1%
1 year-2.91%-32.28%11.2%-0.23-7.5%
Since inception (CAGR)+12.79%+42.73%14.4%0.91-17.2%
Implementation paths · AF-RFLW

Putting Retail Flow to work

There are two ways to take Retail Flow from factsheet to live book: overlay it as a sleeve on the portfolio you already run, or use it as a building block in a standalone multi-factor portfolio. Both paths are documented in short, runnable notebooks that work out of the box against the public demo key — no signup required.

Notebook 01 · IPYNB

Add Retail Flow to an existing portfolio

Size a Retail Flow sleeve alongside your current book and quantify what it changes: correlation to your existing returns, then CAGR, volatility, Sharpe and maximum drawdown before and after the blend. One parameterized notebook runs for any factor — swap in Retail Flow, then bring your own daily returns as a CSV or start from the built-in demo book.

Open the notebookDownload .ipynb
Blend impact · illustrativebefore → after
Your book+ AF-RFLW sleeve
Inputs
Your CSV · demo
Reports
Corr · Sharpe · DD
Notebook 02 · IPYNB

Build a portfolio from scratch

Construct a market-neutral multi-factor portfolio from the ground up: ensemble the raw signals, apply inverse-volatility weights with a per-asset cap, and backtest net of transaction costs. The default factor list reconstructs the 7 Factor Composite — Retail Flow is one of its seven constituents, so its contribution is in the blend from the first run.

Open the notebookDownload .ipynb
Target weights · one daylong / short
BTC+19%
ETH+13%
SOL+8%
LINK+3%
AVAX-3%
XRP-8%
BNB-13%
DOGE-19%

New to the platform? The five-step guide covers data access, a proof of concept, and licensing.

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Factor properties
Ticker
AF-RFLW
API id
retail_flow
Family
Flow
Universe
Top 40 Market Cap
Default smoothing
None
Rebalancing
Daily, hourly updates
History from
Jan 01, 2020
As of
Sep 14, 2026
Point-in-time
Yes — no look-ahead
Since inception (CAGR)
+12.79%
Max drawdown
-17.2%
Daily turnover
19.0%
Avg net exposure
1.7%
Avg gross exposure
100.5%
Downloads & links
PDFFactsheetCSVPortfolio returnsCSVRaw factor dataIPYNBAlphaLens notebookIPYNBIntegration notebook

Licence this factor

Custom pricing based on AUM, live weights via API, and methodology access under NDA.

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Aperiodic Factors

Institutional cross-sectional alpha factors for digital-asset desks — extracted from liquidity, flow and market microstructure metrics.

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Provided for informational purposes only; not investment advice, a recommendation, or an offer to transact. Past performance is not indicative of future results.

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