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 | |
---|---|---|
0.98 | 1.33 | |
50.6% | 59.3% | |
0.00 | 0.53 | |
1.00 | -0.04 | |
-76.6% | -45.7% | |
61% | 41.5% | |
0.98 | 1.33 | |
0% | 16.8% | |
100% | -2% | |
100% | 196.8% |
Retail Flow - Top 20 Market Cap
Quantifies retail flows, activity and systematically takes contrarian positions, aiming to capitalize on behavioral inefficiencies.
CAGR
63%
Sharpe Ratio
1.47
Volatility
38%
Alpha
0.56
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 | 101716.367 USD | 0.00% | 2025-06-05 |
ETH | Ethereum | 2421.186 USD | 0.00% | 2025-06-05 |
SOL | Solana | 144.928 USD | 0.00% | 2025-06-05 |
XRP | Ripple | 2.097 USD | 0.00% | 2025-06-05 |
DOGE | Dogecoin | 0.172 USD | 0.00% | 2025-06-05 |
SUI | Sui | 2.953 USD | 0.00% | 2025-06-05 |
BNB | Binance Coin | 635.384 USD | 0.00% | 2025-06-05 |
ADA | Cardano | 0.629 USD | 0.00% | 2025-06-05 |
LTC | Litecoin | 83.692 USD | 0.00% | 2025-06-05 |
LINK | Chainlink | 12.922 USD | 0.00% | 2025-06-05 |
ONDO | ONDO | 0.78 USD | 0.00% | 2025-06-05 |
AVAX | Avalanche | 18.831 USD | 0.00% | 2025-06-05 |
DOT | Polkadot | 3.84 USD | 0.00% | 2025-06-05 |
BCH | Bitcoin Cash | 386.129 USD | 0.00% | 2025-06-05 |
PEPE | PEPE | 0.00001070395501301391 USD | 0.00% | 2025-06-05 |
HBAR | Hedera | 0.16 USD | 0.00% | 2025-06-05 |
TRX | TRON | 0.281 USD | 0.00% | 2025-06-05 |
AAVE | Aave | 242.707 USD | 0.00% | 2025-06-05 |
TAO | Bittensor | 354.438 USD | 0.00% | 2025-06-05 |
NEAR | NEAR Protocol | 2.266 USD | 0.00% | 2025-06-05 |
UNI | Uniswap | 5.914 USD | 0.00% | 2025-06-05 |
APT | Aptos | 4.509 USD | 0.00% | 2025-06-05 |
BGB | BGB | 4.544 USD | 0.00% | 2025-06-05 |
TON | Toncoin | 3.048 USD | 0.00% | 2025-06-05 |
ETC | Ethereum Classic | 16.324 USD | 0.00% | 2025-06-05 |
XLM | Stellar | 0.258 USD | 0.00% | 2025-06-05 |
KAS | Kaspa | 0.08158136904239655 USD | 0.00% | 2025-06-05 |
SHIB | SHIB | 0.000012020766007481143 USD | 0.00% | 2025-06-05 |
ICP | Internet Computer | 4.885 USD | 0.00% | 2025-06-05 |
XMR | Monero | 318.841 USD | 0.00% | 2025-06-05 |
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 30 Market Capitalization Cryptocurrencies
Ticker | Name |
---|---|
BTC | Bitcoin |
ETH | Ethereum |
SOL | Solana |
XRP | Ripple |
DOGE | Dogecoin |
SUI | Sui |
BNB | Binance Coin |
ADA | Cardano |
TRUMP | TRUMP |
LTC | Litecoin |
LINK | Chainlink |
ONDO | ONDO |
AVAX | Avalanche |
DOT | Polkadot |
BCH | Bitcoin Cash |
FARTCOIN | FARTCOIN |
ENA | ENA |
PEPE | PEPE |
HBAR | Hedera |
TRX | TRON |
AAVE | Aave |
FIL | Filecoin |
TAO | Bittensor |
NEAR | NEAR Protocol |
WIF | WIF |
UNI | Uniswap |
TIA | TIA |
APT | Aptos |
BGB | BGB |
TON | Toncoin |
FET | FET |
EOS | EOS |
ETC | Ethereum Classic |
XLM | Stellar |
CRV | CRV |
RENDER | RENDER |
KAS | Kaspa |
OP | OP |
OM | MANTRA |
ARB | Arbitrum |
ATOM | ATOM |
INJ | INJ |
VET | VeChain |
POL | Polygon |
GALA | GALA |
APE | APE |
SHIB | SHIB |
SAND | SAND |
MKR | MKR |
LDO | LDO |
ALGO | Algorand |
KAVA | KAVA |
ICP | Internet Computer |
STX | STX |
MANA | MANA |
IMX | IMX |
NEO | NEO |
RUNE | RUNE |
CAKE | CAKE |
AR | AR |
IOTA | IOTA |
AXS | AXS |
CRO | CRO |
COMP | COMP |
GRT | GRT |
THETA | THETA |
SUSHI | SUSHI |
TRB | TRB |
CHZ | CHZ |
CFX | CFX |
EGLD | EGLD |
BSV | BSV |
XMR | Monero |
XTZ | XTZ |
QNT | QNT |
FLOW | FLOW |
SNX | SNX |
BONK | BONK |
QTUM | QTUM |
KSM | KSM |
YFI | YFI |
ZIL | ZIL |
ZRX | ZRX |
ONE | ONE |
LUNC | LUNC |
BAT | BAT |
STORJ | STORJ |
DASH | DASH |
ZEC | ZEC |
ONT | ONT |
ICX | ICX |
UMA | UMA |
HOT | HOT |
IOST | IOST |
XCN | XCN |
TWT | TWT |
BNT | BNT |
LUNA | LUNA |
HNT | HNT |
WAVES | WAVES |
VIC | VIC |
SNT | SNT |
AMP | AMP |