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39 -> $5,753 Predicting Temperature on Polymarket This trader proved its real. Nowadays you can make money even on weather. $197 -> $7,342 (+3,616%) $86 -> $4,623 (+5,271%) His profile: Strategy is simple: > Buy ultra-cheap weather brackets (0.3โ€“3%). > Track forecast shifts, price spikes as probability rises. >...

49,363 Aufrufe โ€ข vor 7 Monaten โ€ขvia 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 Hereโ€™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. Thatโ€™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: โ€œWill London hit 9ยฐC tomorrow?โ€ Forecast models often already shifted hours earlier. But Polymarket hasnโ€™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. Thatโ€™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 isnโ€™t magic or unreachable. And these bots arenโ€™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. Thatโ€™s why weather markets look boring and quietly print for those who understand structure. His profile: [ Iโ€™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 Aufrufe โ€ข vor 7 Monaten

My ex said "you'll never make real money on that Polymarket thing" I told my OpenClaw: "turn $100 into $5,000 on weather markets or I'm uninstalling you forever" It built a weather scanning system in 38 minutes, never asked a single question. The edge was stupid simple. NOAA - $6B federal supercomputer network - publishes 24-48h weather forecasts with 93%+ accuracy. Polymarket temperature buckets are priced by people checking AccuWeather between TikToks. The bot reads NOAA. The market doesn't. Hour 2: cold front warning for Chicago, NOAA gave 94% confidence on 34ยฐF. Polymarket had that bucket at 7ยข. Bot loaded up. $100 โ†’ $340 Hour 6: NYC heatwave data dropped, 3 temperature buckets were mispriced below 11ยข simultaneously. Bot caught all three before anyone noticed. $340 โ†’ $1,120 I use for copytrade bots: Hour 11: Miami humidity spike showed up in NOAA models 4 hours before it hit weather apps. Bot bought 6 buckets across 3 cities at 8-12ยข. $1,120 โ†’ $2,890 Hour 18: Seattle overnight temperature dropped exactly into the range NOAA predicted 2 days ago. Market was still pricing it at 14ยข. Bot ran the same play 12 times across Dallas and Atlanta. $2,890 โ†’ $4,460 Hour 23: one trade left. $540 needed. Chicago morning forecast resolved - the bucket bot bought at 7ยข in hour 2 corrected to 52ยข. Hour 24: $5,117 It kept its end of the deal, I kept mine. The bot made $230 while she was reading this post.

Lunar

72,007 Aufrufe โ€ข vor 5 Monaten

This guy is either a meteorologist or a vibecoder He constantly turns $10, $20, $50 into THOUSANDS So whatโ€™s the secret? > Weather API tracking bot OR > Deep knowledge in meteorology Here's how he turned $200 LOSS into $18k PROFIT: Devs take public forecast APIs, connect them to any notification system and spot temperature shifts first. The most advanced ones even make AI predict those shifts minutes earlier. So you get moments where Polymarket odds are priced at 1-10%, while the real probability is closer to 80%. That gap is the entire edge. Theyโ€™re literally buying mispriced reality. That's why you so many closed deals with 1,000%+ PnL. His daily list: > Scan markets nonstop > Match odds vs external forecasts > Buy cheap and hold until resolution Position sizes are small, usually $50-$100 per bet. This is why even after losing a few bets he's still up by thousands. Most likely he found this inefficiency months ago and has been quietly using it while others ignore it. And thatโ€™s the funny part cause these markets are pure GOLD. Anyone with real-world knowledge outside crypto or the ability to code a half-decent bot has a massive edge. Competition is tiny. Liquidity is lazy. Most people just bet on the obvious outcome. This guy either tracks sudden probability shifts with alerts or spots them manually before the crowd reacts. Either way, he proves two things: > Polymarket is way bigger than people think. > Prediction markets are still insanely early. Edges like this shouldnโ€™t survive for months. But they do. His profile link: [ Btw, he has a 55% win rate and only bets small amounts, which makes him a decent copy-trading target. Just make sure you bet small too. Otherwise, youโ€™ll get punished.

Dexter's Lab

35,128 Aufrufe โ€ข vor 6 Monaten

my 16 year old brother read this article on a tuesday night wednesday morning he opened checked the NOAA forecast for NYC: 43 degrees checked polymarket: "40-45 range" priced at $0.15 NOAA accuracy: 93%. market says 15%. somebody is very wrong he bought 200 shares at $0.15 next day temperature: 43 degrees shares resolved at $1.00 $0.15 to $1.00. 567% return. one trade. one weather forecast he didn't stop day 1: NYC weather. $170 profit day 3: London temperature. $94 day 5: Chicago high. $210 day 8: Seoul forecast. $147 day 12: back to NYC. $320 he built a routine: 7:00 AM check NOAA 7:02 AM compare with polymarket 7:03 AM buy if divergence > 30% go to school by week 6: starting capital: $400 - birthday money balance: $8,740 trades: 312 win rate: 87.4% avg profit per trade: $26.70 time per day: 3 minutes before school NOAA updates forecasts 9-15 minutes before polymarket adjusts $6 billion government supercomputer vs teenagers checking weather between tiktoks he has made more in 6 weeks than his teacher makes in 2 months the data is free. NOAA is a government website. public. updated hourly the formula is 5th grade math: EV = (0.93 x $1.00) - $0.15 = $0.78 78 cents per share on the best setups my brother doesn't know what LMSR is doesn't know what softmax is doesn't know what a neural network is he knows one thing: NOAA is right 93% of the time and polymarket hasn't figured that out yet i spent 3 months writing 4,000 lines of Rust he checks for 3 minutes and goes to school 16 years old. $8,740. 3 minutes a day. one government website what free public data source are you not checking?

self.dll

401,336 Aufrufe โ€ข vor 5 Monaten

Yesterday I was at dinner with my girlfriend and she asked what I do for money. I told her I bet $15 on the temperature in Dallas and collect $80. Every day. She laughed. Then I showed her my balance. $1,400 in one month. She stopped laughing and started asking questions. She laughed because it sounds insane. Betting on temperature is something a crazy person says at a party. But I opened Polymarket on my phone and scrolled through the history. Everything green. Every line a win. Dallas above 72ยฐF, won, +$63. Rain in Buenos Aires before Thursday, won, +$41. She put her fork down. Wait. For weather? Every day. Is this even legal? I told her it is easier to show than explain. After dinner we went to my place. I opened the laptop. The terminal loaded. The globe started spinning, green dots where weather stations are, numbers updating in real time. She leaned in and did not get up for 40 minutes. What am I looking at? 12 weather stations. Temperature to the tenth of a degree. Pressure. Cloud cover. Updated every one to three hours. Before any weather app. Before any forecast. She asked how it works. Weather apps use forecast models that update slowly. The stations give raw readings right now. Sometimes the app says 72. The station already shows 68. That gap is money. I showed her yesterday's trade. iPhone said 72ยฐF in Dallas. Station said 68. I bet $15 that the app was wrong. Morning came. Dallas: 67. Payout: $80. She was quiet for a moment. Then she asked if she could try. I opened a market for London temperature tomorrow. She looked at the station data, looked at the market price, and put $5 on under. Now what? Now we sleep. Tomorrow morning you check. She texted me at 7 AM. I made $22. What else can I bet on? โ†’ The wallet behind the terminal: Next morning she deleted her weather app. I asked why. Why would I need a free app when I can use a paid one.

Blaze

97,070 Aufrufe โ€ข vor 6 Monaten

Claude and a free weather API will earn you $100k+. Success rate for beginners: 80%. Complete guide and algorithm for building Polymarket weather trading bot. Simple logic, a low entry budget and high ROI -thatโ€™s why weather bots are so clean. Onchain proof these bots exist: 1st bot: 2nd bot: I verified their profitability by myself copying every trade - each bot's win rate over time ranges from 80 to 90%. I grew my starting capital by +40% in just one week. You can copy their trades and see for yourself in two clicks through this bot: The alpha is simple: you're not trading weather. You're trading other people's ignorance. Gap between what the crowd prices and what 51 ensemble models say. Polymarket asks: "Will Atlanta hit 95ยฐF tomorrow?" Normies bet on vibes. You bet on math. The core tool: Open-Meteo API. Free. No key needed. 51-model ensemble. Clean JSON. Cooked and ready. Update every 30 min. Hardcode your city coordinates - don't waste time on geocoding at runtime. This single endpoint beats most paid tools for what Polymarket actually needs. The edge in one sentence: Market is heavy on 16ยฐC. Your 51-model ensemble points at 19ยฐC. That's your trade. Find that gap systematically across every city market, every day - and you have a scanner. That's what separates consistent traders from gamblers. How to start: - Week 1: Open-Meteo + tropicaltidbits. Pick one city market. Track model vs market price daily. Don't trade yet โ€” just watch where you'd have been right. - Weeks 2โ€“3: Automate the pull. Log ensemble divergences. Build the scanner. - Week 4: Now you have an edge. Trade it. Most people want to skip to week 4. That's exactly why most people lose. Now you have the algorithm framework plus a complete guide to get started. All that's left is to actually do it. Bookmark this post so you can come back to it when you start building the bot.

cvxv666

50,799 Aufrufe โ€ข vor 4 Monaten