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I built a bot that arbitrages the gap between weather models and Polymarket odds it ran all night. I woke up to $9,685 and zero drawdown. it doesn't predict weather. it predicts where the market is wrong 6 forecast models. one engine. pure spread extraction no gut feeling. no...

43,461 görüntüleme • 6 ay önce •via X (Twitter)

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This Polymarket user built a weather AI bot Now he's up $63,853 (started from just $27) It bets on 0.1% odds and constantly makes +10,000% I spent hours analyzing it so you don't have to Here’s how he did it by combining Claude + weather APIs: The bot ignores 50/50 odds completely. Instead, it buys outcomes priced from 0.1% to 10% where upside is 20x. Cheap shares. Asymmetric payout. Low hit rate needed. That’s already enough to beat most traders. But the real edge is data. This bot tracks major weather forecast APIs in real time. When Polymarket asks smth like: “Will London hit 9°C tomorrow?” Forecast models often already shifted hours earlier. But Polymarket hasn’t. So you get moments where YES is priced at 10%, while real probability is closer to 80%. That gap is the trade. And the bot is buying mispriced certainty. Execution is boring on purpose: > Scan markets > Compare odds to forecast probabilities > Ignore anything without big upside > Buy cheap and hold to settlement Same loop every time. Each bet is small, usually $50-$200. Lose a few. Win one. Still up by THOUSANDS. That’s how $50 turns into $5,000 repeatedly. Despite only 33% Win Rate, his PnL curve is always growing. Why this works? Weather is one of the most modeled things on Earth. Airlines, energy grids, governments rely on the same data. > APIs update fast > Prediction markets lag > Bots just harvest that delay Important part most miss: This isn’t magic or unreachable. And these bots aren’t genius. They just compare real probabilities to market odds and act faster than humans. Btw regular traders avoid weather markets, which also decreases the competition. That’s why weather markets look boring and quietly print for those who understand structure. His profile: [ I’m watching a few of these wallets closely. Curious how long this inefficiency stays open. Will share some wallets with you in my next post.

Dexter's Lab

517,496 görüntüleme • 7 ay önce

My dad told me to get a real job instead of "Polymarket betting" Last month I made more than his annual salary. On weather markets. On Polymarket. He hasn't mentioned the job thing since. Here's exactly what happened: NOAA isn't the weather app on your phone. It's a federal supercomputer - satellites, ocean buoys, Doppler radar - running atmospheric models 24/7 for 40+ years. 48-hour forecast accuracy: above 93%. Meanwhile Polymarket weather markets are priced by people checking AccuWeather between TikToks. That gap between federal science and retail guessing - that's the profit. I'm use for copytrade bots: Chicago, Friday: NOAA gives 92% confidence hitting 71°F. Polymarket has that bucket at 8¢. The bot catches it in seconds. Buys at 8¢ → NOAA is right → market corrects to 49¢ → sells. 6x return. On weather. No prediction needed. I put in $150 and left my laptop on the kitchen table. Came back to 28 trades executed across 6 cities. NYC, Dallas, Miami, Seattle, Atlanta, Chicago - scanning every 2 minutes for wherever a weather app disagrees with a supercomputer. Simple rules: Only buys below 15¢ Only sells above 45¢ Never more than $2 per position This isn't trading. It's arbitrage between people with a phone and people with a $6 billion satellite network. 2,900+ trades 91% win rate +$38,700 in one month starting from $150 My dad still thinks I should get a real job. The bot made $847 while I was having that conversation with him.

Lunar

755,581 görüntüleme • 6 ay önce

how to build the fastest Polymarket latency bot +$100k/month PnL if you hit 1,000+ trades/day cleanly 0x8dxd is just a latency bot that farms the 200–500ms gap between Binance moving and Polymarket waking up. the part that matters isn't some alpha model, it's reading spot first and hitting the book before odds adjust.​ where the $100k+/month comes from it's not one massive bet. it's clipping tiny edges thousands of times. 0x8dxd started with $313 and ended month one around $438k, now sits north of $550k all‑time PnL with ~5.6k–7k trades at 96–98% win rate on BTC/ETH/SOL 15‑minute windows.​ if you're consistently pulling 1–2% per cycle over 1,000+ trades/month with real size, six figures is just arithmetic.​ first, the edge: spot (Binance/Coinbase) moves first, Polymarket's 15‑minute up/down windows lag by 200–500ms before odds fully reprice. latency bots live in that window: spot already moved, book still thinks it's 50/50, bot fixes the misprice and takes the edge.​ what you actually need: - Python + official py‑clob‑client to prove the idea, Rust CLOB client if you want to compete with 0x8dxd‑level bots.​ - WebSocket feeds for BTC/ETH/SOL from Binance/Coinbase (REST polling is too slow).​ Dedicated Polygon RPC node so your orders don't die in public rate limits.​ - VPS physically close to Polymarket's infra (ping is literally part of your edge).​ where people mess up: they try "HFT" from a laptop with Python + public RPC and wonder why their 300ms reaction gets farmed by a 30ms Rust engine.​ the bot loop (in plain English) pull real‑time spot for BTC/ETH/SOL via WebSocket, track short‑term % moves over a few seconds.​ for each 15‑minute crypto market on Polymarket: check if spot moved beyond your threshold (e.g. ±2%) while Polymarket odds barely changed.​ if BTC rips and the "down" contract is still priced like a coinflip, load NO at stale odds. if BTC nukes and "up" is still fat, fade that with NO or take YES on "down" depending on the market structure.​ log market, entry odds, exit odds, realized edge. that's it. no AI, no news scraping, just enforcing what spot already told you.​ where to get real references: Finbold/MEXC breakdowns: exactly how a bot took $313 to $438k on Polymarket using BTC 15‑minute windows and latency between spot and odds.​ BlakeNastri's X thread: dug through 0x8dxd's stats, ~5.6k trades and ~96%+ win rate, called it latency arbitrage not insider magic.​ two real‑world gotchas (that decide profit vs loss) edge decay: as more bots pile in, the 200–500ms lag shrinks and your edge turns into noise. research on Polymarket shows arbitrage bots already extracted tens of millions.​ self‑slippage: once you scale to real size, you start moving the book yourself - without proper sizing and staggering, you donate your edge back to the market.​ how to make it feel "pro" fast run only on high‑volume crypto windows: (BTC/ETH/SOL 15‑minute) where size actually fills and you can hit 1,000+ trades/month without breaking the market.​ start with tiny tickets ($20–50 per trade), prove the edge over thousands of logs with fees and slippage included, only then scale size not risk per trade.​ use official libs and known clients as your backbone, treat random "Polymarket bot" repos as hostile until you audit them - there are already GitHub bots caught stealing keys

0xCryptoGirl

25,546 görüntüleme • 8 ay önce

a Chinese quant from Citadel drew 3 formulas on a napkin that replaced my entire salary rooftop dinner in lower manhattan. friend's colleague. four drinks in he started talking about work. "weather is pure physics. no sentiment. no politics. just math against a forecast model" he grabbed a napkin. drew three formulas. > edge = p_model - p_market. > kelly f* = (W/65 - (1-W)/17) = 0.750. > EV = p_model(0.420) - p_market(0.452) = -3.2c. "three formulas. that's the whole weather desk. six analysts. $400K/year in data. doing exactly this" i pocketed the napkin. went home. opened Claude Opus 4.7. "build a weather arbitrage engine using these formulas. pull NOAA, GFS, ECMWF. enter when edge exceeds 2 cents" 2,900 stars. 36GB. every trade on Polymarket and Kalshi. Opus built it overnight. 49 city pairs. 520 markets. 8 data feeds. the edge is real, this account proves it. every trade on-chain. every P&L public. pure weather. consistent returns: current positions all green: Chicago 82-83F. entry $0.184. now $1.59. +$6. Dallas 84-85F. entry $0.200. now $0.74. +$156. Seattle 52-53F. entry $0.312. now $0.59. +$114. London 18C. entry $0.267. now $2.10. +$73. Paris 20C. entry $0.300. now $1.43. +$111. 10 edges found live: > Chicago 82.4F GFS. PM odds 0.80. edge +2.3c. > Dallas 84.8F HRRR. PM odds 0.67. edge +5.3c. > London 17.9C ECMWF. PM odds 0.70. edge +8.2c. > Madrid 22.8C AEMET. PM odds 0.82. edge +6.7c. 817 trades. 84.2% win rate. kelly f+ 0.78. +$4,818 from $600 seed. Claude $20 + VPS $5. i copied his entire setup here: texted him a week later with a screenshot. "you built this from the napkin?" Claude built it. i just typed what you wrote. "that napkin had our entire desk on it" i know. it's in my drawer.

Hanako

46,595 görüntüleme • 4 ay önce