DCA Strategy (hourly, daily, weekly)
TL;DR: I asked ChatGPT to crunch some numbers so I don’t have to think too hard about when to buy Bitcoin. Turns out: it kinda matters – but not that much. Weekly DCA is a gamble, daily is chill, hourly is overkill (unless you're into spreadsheets and order spam).
I came across a dataset going back to 2017 with hourly OHLC prices from Binance (UTC-based, it seems). I’m no data analyst (and barely use Python), so I let my friend ChatGPT do most of the heavy lifting while I nodded approvingly.
Curious to see how much of a difference timing actually makes, I ran some comparisons between hourly, daily (at different times), and weekly DCA strategies (on various days and times).
Fees weren’t included – so if you're using a platform that charges per order, hourly DCA might nibble away at your sats faster than you think.
The results?
In the worst case, the deviation between the best and worst strategy is around 4%.
Surprisingly, both the top performer and the worst performer turned out to be weekly strategies.
If you want to reduce that variance, daily DCA seems like a solid middle ground.
Hourly DCA? Only moderately useful. Even if you consistently hit the worst time of day for your daily DCA order, the deviation is still only around 0.3–0.4% (depending on the time range you’re looking at). But hey – that’s just 30 orders a month instead of 720, which might matter if you’re tracking things for tax purposes.
You could turn this into a science project (and add stuff like volatility, Sharpe ratio, etc.) – or just go with your gut and buy whenever your coffee kicks in and Bitcoin crosses your mind.
I did this little experiment back in late December and haven’t touched it since.
If there’s interest, I’m happy to update it – or feel free to fork the repo and tinker away:
https://github.com/3eppo/btc_dca_strategy
#Bitcoin #BTC #DCA #Nostr #BitcoinResearch #Plebchain #Timechain #GrowNostr #Zap #TickTockNextBlock #BitcoinAndChill
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When yer book gets tracked⛳️🫡💸
PAY ATTENTION TO BITCOIN: The Rise of Digital Gold and its Place in the Evolution of Money (2024).
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https://wavlake.com/track/beb1befc-0687-4430-8a6b-84ed4a813202
https://www.amazon.com/gp/aw/d/B0D9GW9KL5
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