Prediction Models
We develop sophisticated prediction models to generate trading signals, leveraging extensive datasets to identify patterns and forecast market movements.
Alternative Assets Research Firm
Sakana is a research firm developing quantitative strategies that deliver superior risk-adjusted returns, with no correlation to the market.
Approach
From signal to execution to risk, we build and run the full stack in-house, processing extensive datasets to trade across the world's digital-asset venues.
We develop sophisticated prediction models to generate trading signals, leveraging extensive datasets to identify patterns and forecast market movements.
Advanced execution systems place orders with precision and efficiency, even in the volatile, fast-moving world of cryptocurrency markets.
Positions are monitored 24/7 across venues, with systematic risk controls managing exposure, leverage and drawdowns in real time.
Careers
We're a small algorithmic trading firm. New joiners take real responsibility from the first weeks.
Contact
Whether you're a potential partner, a candidate, or simply curious about what we do, we'd be glad to hear from you.
Prefer email? contact@sakana.capital
The cryptocurrency market operates 24/7, offering unique opportunities to analyze trading behaviors across different times of the week. This article examines the distinct patterns in trading trends occurring during the weekend in comparison with the rest of the week.
Let's first examine BTC/USDT perpetual futures on Binance, the most liquid market for BTC. Currently, we can see that 16% of the weekly trading volume occurs during the weekend on average. There has been a significant decrease in the share of weekend trading volume: trading volume used to be more evenly distributed through the entire week as the weekend trading volume share was about 27%, suggesting that it was nearly as high as the weekdays volume in proportion (weekends represent 28.5% of the total week duration).
This trend is not unique to Binance. A similar pattern is observed across all major exchanges. For example, Bybit and OKX show the same decline in the share of weekend trading volumes.
Let's examine other assets on Binance futures during Q2 2024:
There are significant differences in the share of weekend trading volume between various assets. It is clear that meme coins such as DOGE, WIF, and 1000PEPE experience higher activity during the weekends compared to other assets. This trend might be attributed to the increased participation of retail traders, who might be more active during weekends.
If we step back to bitcoin and take a look at different Bitcoin products we can notice that there is no significant differences:
An important question one might ask is the liquidity during weekends. Trading volume being much lower, it could be more difficult to execute a trade with minimal slippage compared to other days of the week.
It might be surprising, but orderbooks are actually just as deep during the weekend:
Average volatility is significantly lower during weekends compared to weekdays. Recently, average weekend volatility was half of the average weekday volatility.
The reduced volatility might explain why order books remain so deep during weekends: low volatility could allow market makers to offer tight spreads and maintain large limit orders despite the lower trading volumes.