The factor capitalizes on the tendency of assets with higher instantaneous volatility to underperform less volatile assets.

The asset 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 factor is available (point-in-time) daily at 23:55 and 00:15 UTC.

Benchmark (BTC)Portfolio
1.00
1.39
52.9%
52.2%
0.00
0.43
1.00
0.08
-76.6%
-69.2%
61.2%
34.6%
0%
100%
100%
5.7%
100%
200.4%

Sharpe Ratio

Rolling 12 Months

Beta

Rolling 12 Months - Benchmark: BTC

Net Exposure of Portfolio

Current Weights

12/6/2025, 12:09:39 AM (UTC)
The portfolio is designed to be market-neutral on a volatilty-adjusted basis, therefore it may have net directional exposure on any given day. The weighting mechanism ensures that volatility-weighted directional exposure is negligible on the portfolio level.
TickerNameArrival PriceWeightDate
BTCBitcoin89360.837 USD0.00%2025-12-06T00:09:39.189976+00:00
ETHEthereum3023.24 USD0.00%2025-12-06T00:09:39.189976+00:00
SOLSolana133.324 USD0.00%2025-12-06T00:09:39.189976+00:00
XRPRipple2.037 USD0.00%2025-12-06T00:09:39.189976+00:00
DOGEDogecoin0.14 USD0.00%2025-12-06T00:09:39.189976+00:00
BNBBinance Coin884.05 USD0.00%2025-12-06T00:09:39.189976+00:00
ADACardano0.416 USD0.00%2025-12-06T00:09:39.189976+00:00
TRUMPTRUMP5.737 USD0.00%2025-12-06T00:09:39.189976+00:00
LTCLitecoin80.474 USD0.00%2025-12-06T00:09:39.189976+00:00
LINKChainlink13.605 USD0.00%2025-12-06T00:09:39.189976+00:00
ONDOONDO0.464 USD0.00%2025-12-06T00:09:39.189976+00:00
AVAXAvalanche13.23 USD0.00%2025-12-06T00:09:39.189976+00:00
DOTPolkadot2.127 USD0.00%2025-12-06T00:09:39.189976+00:00
BCHBitcoin Cash560.415 USD0.00%2025-12-06T00:09:39.189976+00:00
ENAENA0.26 USD0.00%2025-12-06T00:09:39.189976+00:00
PEPEPEPE0.000004392319160458659 USD0.00%2025-12-06T00:09:39.189976+00:00
HBARHedera0.134 USD0.00%2025-12-06T00:09:39.189976+00:00
TRXTRON0.286 USD0.00%2025-12-06T00:09:39.189976+00:00
AAVEAave183.736 USD0.00%2025-12-06T00:09:39.189976+00:00
FILFilecoin1.488 USD0.00%2025-12-06T00:09:39.189976+00:00
TAOBittensor275.785 USD0.00%2025-12-06T00:09:39.189976+00:00
WLDWLD0.574 USD0.00%2025-12-06T00:09:39.189976+00:00
NEARNEAR Protocol1.685 USD0.00%2025-12-06T00:09:39.189976+00:00
UNIUniswap5.495 USD0.00%2025-12-06T00:09:39.189976+00:00
APTAptos1.754 USD0.00%2025-12-06T00:09:39.189976+00:00
TONToncoin1.573 USD0.00%2025-12-06T00:09:39.189976+00:00
ETCEthereum Classic13.148 USD0.00%2025-12-06T00:09:39.189976+00:00
XLMStellar0.24 USD0.00%2025-12-06T00:09:39.189976+00:00
KASKaspa0.052530938926745915 USD0.00%2025-12-06T00:09:39.189976+00:00
ARBArbitrum0.203 USD0.00%2025-12-06T00:09:39.189976+00:00
ATOMATOM2.199 USD0.00%2025-12-06T00:09:39.189976+00:00
VETVeChain0.012633277274623267 USD0.00%2025-12-06T00:09:39.189976+00:00
POLPolygon0.12 USD0.00%2025-12-06T00:09:39.189976+00:00
SHIBSHIB0.000008308348287608595 USD0.00%2025-12-06T00:09:39.189976+00:00
ALGOAlgorand0.133 USD0.00%2025-12-06T00:09:39.189976+00:00
HYPEHYPE31.044 USD0.00%2025-12-06T00:09:39.189976+00:00
ICPInternet Computer3.486 USD0.00%2025-12-06T00:09:39.189976+00:00
XMRMonero399.741 USD0.00%2025-12-06T00:09:39.189976+00:00
QNTQNT90.38 USD0.00%2025-12-06T00:09:39.189976+00:00
WLFIWLFI0.151 USD0.00%2025-12-06T00:09:39.189976+00:00
0.00%

Properties

Cross-Sectional
Derivative Exchanges
400+ Tickers
Ratio
-
None
2024-01-01
Daily
23:55 & 00:15 UTC
Yes
8
No

Frequently Asked Questions

What is the construction methodology of the model portfolio on display? How do I replicate it?

The portfolio is constructed by applying cross-sectional binning - quantiles. This ensures that the weights are calculated in proportion to the strength of the factor. The assets are then weighted according to the inverse of their rolling volatility, to mitigate the impact of widely different volatilities of digital assets. We provide a replication notebook in the "Resources" section that will produce a very similar portfolio than what's shown on the site.

Is the raw factor data available?

Yes, we serve the raw factor data via the "portfolio/factors" endpoint, please see the API Docs for more information.

What is smoothing? Some factors have by default setting (eg. 10 Day Moving Average) applied. Why is that?

Some of the cross-sectional factors have very high turnover, and despite being highly predictive, the alpha does not survive transaction costs. Smoothing (applying a simple moving average) is a way to reduce the turnover and the impact of transaction costs.

What is the universe of assets? How is it determined? Is it survivorship-bias free?

The universe of assets (there are multiple variants, for example, top 20, 30, 40 market cap digital assets) is the most liquid and actively traded assets, identified on rolling basis - various techniques (volume, open interest, volatility filters) are employed to keep it both stable and relevant. The universe is survivorship-bias free.

What is the rebalancing frequency?

The portfolio is rebalanced daily, at midnight UTC, weights are calculated at 23:55 and 00:15 UTC, and available point-in-time.

What are the transaction cost / slippage assumptions?

There are 0.05% transaction costs applied on each position adjustment. This is a parameter that can be adjusted in the backtest settings. Slippage, spread is not considered in the simplistic backtest that's on our site. We encourage using an independent backtesting infrastructure to validate performance.

When have been the factors developed? Is there an out-of-sample period?

Our cutoff date for our research process is 2024-01-01, we consider any data onwards as out-of-sample. Many factors have been traded live in some form from 2025-01-01.

Some of the factors look great! Should I pick an individual factor and start trading it?

We recommend using a portfolio of factors to maximize risk-adjusted returns. Alpha from individual factors is simply not consistent enough, and even running a simple arithmetic average of 3-5 relatively orthogonal factors will produce superior results.

Live Weights

Get live weights with the code provided below.

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