The market-neutral Retail Flow portfolio is designed to measure and respond to retail investor activity. By analyzing order book and positioning data sourced from exchanges, the strategy identifies assets heavily influenced by retail participation. It then takes systematically contrarian positions—shorting overbought assets and going long under-owned ones—seeking to exploit predictable patterns of overreaction and herding behavior. With balanced long and short exposure, the portfolio minimizes directional risk while monetizing behavioral inefficiencies, offering a unique edge in volatile, sentiment-driven markets.
Its universe consists of the most liquid and actively traded assets, identified on rolling basis - various techniques employed to keep it both stable and relevant, as well as survivorship-bias free.
To balance each asset's risk contribution, positions are scaled according to the inverse of their rolling volatility.
The portfolio is rebalanced daily, at midnight UTC, weights are calculated at 11:55am UTC.
The backtest displayed here assumes fixed 0.5% transaction costs.
Benchmark (BTC) | Portfolio | |
---|---|---|
0.99 | 1.48 | |
51.9% | 63.7% | |
0.00 | 0.56 | |
1.00 | 0.00 | |
-76.6% | -34.3% | |
61% | 38% | |
0.99 | 1.48 | |
0% | 13.8% | |
100% | 2.6% | |
100% | 177.5% |
Retail Flow - Top 30 Market Cap
Quantifies retail flows, activity and systematically takes contrarian positions, aiming to capitalize on behavioral inefficiencies.
CAGR
59%
Sharpe Ratio
1.33
Volatility
41%
Alpha
0.53
Retail Flow - Top 40 Market Cap
Quantifies retail flows, activity and systematically takes contrarian positions, aiming to capitalize on behavioral inefficiencies.
CAGR
60%
Sharpe Ratio
1.41
Volatility
39%
Alpha
0.54
Ticker | Name | Arrival Price | Weight | Date |
---|---|---|---|---|
BTC | Bitcoin | 105530.016 USD | 0.00% | 2025-06-03 |
ETH | Ethereum | 2593.301 USD | 0.00% | 2025-06-03 |
SOL | Solana | 155.701 USD | 0.00% | 2025-06-03 |
XRP | Ripple | 2.254 USD | 0.00% | 2025-06-03 |
DOGE | Dogecoin | 0.193 USD | 0.00% | 2025-06-03 |
SUI | Sui | 3.246 USD | 0.00% | 2025-06-03 |
BNB | Binance Coin | 661.427 USD | 0.00% | 2025-06-03 |
ADA | Cardano | 0.686 USD | 0.00% | 2025-06-03 |
LTC | Litecoin | 89.744 USD | 0.00% | 2025-06-03 |
LINK | Chainlink | 14.117 USD | 0.00% | 2025-06-03 |
AVAX | Avalanche | 21.126 USD | 0.00% | 2025-06-03 |
DOT | Polkadot | 4.148 USD | 0.00% | 2025-06-03 |
BCH | Bitcoin Cash | 402.396 USD | 0.00% | 2025-06-03 |
HBAR | Hedera | 0.172 USD | 0.00% | 2025-06-03 |
TRX | TRON | 0.27 USD | 0.00% | 2025-06-03 |
BGB | BGB | 4.793 USD | 0.00% | 2025-06-03 |
TON | Toncoin | 3.184 USD | 0.00% | 2025-06-03 |
XLM | Stellar | 0.273 USD | 0.00% | 2025-06-03 |
SHIB | SHIB | 0.000013049172594037373 USD | 0.00% | 2025-06-03 |
XMR | Monero | 343.784 USD | 0.00% | 2025-06-03 |
0.00% |
Get started by replicating the historical performance with our code snippets.
Copy and paste the code snippets below into your Python environment or download the files below.
Universe
Top 20 Market Capitalization Cryptocurrencies
Ticker | Name |
---|---|
BTC | Bitcoin |
ETH | Ethereum |
SOL | Solana |
XRP | Ripple |
DOGE | Dogecoin |
SUI | Sui |
BNB | Binance Coin |
ADA | Cardano |
LTC | Litecoin |
LINK | Chainlink |
AVAX | Avalanche |
DOT | Polkadot |
BCH | Bitcoin Cash |
PEPE | PEPE |
HBAR | Hedera |
TRX | TRON |
AAVE | Aave |
FIL | Filecoin |
TAO | Bittensor |
NEAR | NEAR Protocol |
UNI | Uniswap |
APT | Aptos |
BGB | BGB |
TON | Toncoin |
FET | FET |
EOS | EOS |
ETC | Ethereum Classic |
XLM | Stellar |
RENDER | RENDER |
KAS | Kaspa |
OP | OP |
OM | MANTRA |
ARB | Arbitrum |
ATOM | ATOM |
INJ | INJ |
VET | VeChain |
APE | APE |
SHIB | SHIB |
SAND | SAND |
LDO | LDO |
ALGO | Algorand |
ICP | Internet Computer |
STX | STX |
MANA | MANA |
IMX | IMX |
NEO | NEO |
IOTA | IOTA |
AXS | AXS |
CRO | CRO |
COMP | COMP |
GRT | GRT |
THETA | THETA |
EGLD | EGLD |
BSV | BSV |
XMR | Monero |
XTZ | XTZ |
QNT | QNT |
FLOW | FLOW |
SNX | SNX |
QTUM | QTUM |
LUNC | LUNC |
BAT | BAT |
DASH | DASH |
ZEC | ZEC |
ONT | ONT |
UMA | UMA |
XCN | XCN |
WAVES | WAVES |