HN user
Thanks! Feel free to have a look at my streamlit dashboard: https://b00k13.streamlit.app/
I haven't been able to record all the fills and the respective edge at the time it happened, but I have an Edge tab dedicated for this, feel free to have a look.
Author here, yhis is the third post in a series - the retro and the post-mortem are the story of how it made ~$5k and then bled a chunk back. If you'd like to read through the brief article I have for this release, feel free to have a look: https://kacho.io/open-sourcing-my-polymarket-bot
Honest framing so nobody feels short-changed - it's the retired Python version (I run a Rust rewrite now), and the scrapers that kept my odds fresh aren't in it - that plus speed was the edge, and it's why giving the code away costs me nothing. It's a working foundation, not a money printer. The analytics stack I built to debug it is in there too, and those run against any public wallet.
Polymarket runs a market every five minutes on whether a coin closes higher or lower - 24/7, for seven coins - but there's no such publicly available historical data, at least one I could find. I wanted to backtest a bot against these markets, so I spent a few weeks just recording ther order book: every market, once per second, for BTC/ETH/SOL/XRP/DOGE/HYPE/BNB.
It's ~89k markets / ~26.8M per-second top-of-book samples, Mar–May 2026, and I'm releasing it into the public domain under CC0.
The data will is not good enough to backtest again what real live trading would look like, but it's something to start with if you have nothing. Coverage is 99.8%+ with no duplicates; the only real holes are ~4 short outages on my end (~1.5h total over 7.5 weeks) from my VM dying several times.
Links: - https://huggingface.co/datasets/kachoio/polymarket-5-minute-... - https://www.kaggle.com/datasets/kachoio/polymarket-5-minute-...
Hopefully some of you may find it useful. It wasn't greatly useful for me, as I gave up after losing several hundred bucks. Either way, I think it's generally hard to be profitable with the fees that are in place now and the vicious competition buit it was good fun to give it a try anyway.
Yes, that's what happens when you code with AI and overlook things. I remember this specific bug vividly and that's why included it in the article. The bot was matching the implied probs from the odds for a game without matching the teams first. Sometimes bookmakers had Team A vs Team B, where Polymarket had Team B vs Team A for whatever reason and the code was not checking for this scenario. Not my proudest bug, to be fair..
When you place limit orders for such markets (high spread and mediocre volume at best) they don’t get filled quickly. You just bid at best_bid + 1c and wait. I think the average fill time is ~25 minutes if I remember correctly. For this specific strategy, there’s no workaround for avoiding the directional bets. Every arb is a directional bet that eventually got arbed.
I ran this bot Jan-late March 2026: 3,858 bets, ~$5k net. It never predicted a winner - it scraped sportsbook odds, de-vigged them to a fair price, and posted limit orders on Polymarket esports markets where the spread was wide enough (often 20–30¢) to lock an arb across both sides.
The part I found most interesting to write up - the split by bet type where the guaranteed arbs made +$8.3k, but the directional lost -$3.2k. Those legs were placed with the same ≥7% edge as the arbs, so a bet like that should make money. Mine didn’t, and pulling apart why (stale quotes getting picked off by faster bots, a sign-flip bug, a devig method that ran hot on favourites) is covered in the post but not in full detail as that’s a long topic that deserves its own write up.
The whole track record is in public (polymarket.com/@b00k13) if you want to pick it apart - including the months the win rate slid and the edge decayed, which is why I eventually switched it off. Coded almost entirely with AI. Happy to answer anything.
Help Trump launch another meme coin and he’s out
Bbut.. Elon said we are all going to be billionaires
I create scrapers on my own when I need one, but this is a cool idea. Best of luck with it.
pretty decent, may even use some of the components eventually. star given