This is the single most valuable post I have made to date. And that is really saying something. I debated posting this... but fuck it. If this isn't the most bookmarked and shared post in history... well Jesus can't help you. You backtested, you lost money, you tuned, you tweaked... lost more. Said F' this and tried something new. Only to see the same thing happen again and again. Most failures are savable, most strategies "work" if tuned right. I'm up to 320 live working strategies, and 200 others that work, I just don't use for various reasons. I'm not a genius, but you start learning a recipe for a good bot. ------------------------------------------------------------ Some facts that make the suck, suck less #1 Regime changes. This is an easy win. Different days do different things. M-F are retail investors, Saturday and Sunday are casuals with time off. Check any bot you have, literally the opposite thing works on weekends that works weekdays most of the time. Or just skipping weekends or weekdays all together can fix it. #2 Time. Same idea. Certain markets behave differently... asia as a whole, sucks. So when certain countries come online, things work completely differently. Many strategies can be brute forced to work by adjusting the times it trades. #3 Negative signals. If you have a bot and its losing money... do the opposite. That simple... oh a mean reversion that is eating shit.. flip to momentum. Oh over x bps, try under etc. If you have a test that shows oh... only a 42% wr.. oh no, how shitty.. guess what, the opposite is a 58% wr. #4 Skip losses. Most losses cluster. Logic like (If I lose two in a row, skip the next 4 windows) can fix alot of low PNL bots. Losses and wins cluster, stopping some losses is big big. #5 Panic Sales. I posted a csv with the % chance something will drop in price. There is a point in every window, Time vs BPS, that it will not flip. You can set a logic to dump anything FAK with 100% slippage to save some of the loss. #6 Latency. Cant fill? Sitting on books unfilled? Heavy slippage? I promise reducing latency to the true minimum will fix it. ALL backtests assume INSTANT fills, so if youre slipping, the backtest is invalid. #8 Same strategy, different coin and time. If it logically makes sense.. try it on everything in the 5m and 15m crypto space... BTC, SOL, ETH, XRP, BNB, DOGE, HYPE all act simmilar but different. Strategies that might not work for stable btc, might do great for psycho hype. #9 Simple. Simple. Simple. If youre hedging, rebalancing, using more than 2 signals, splitting, merging, cross window arb, mutli window consensus... etc.. You fucked up. Ai tricks you into these complicated schemes. NONE of the top bots use that crap. Its all simple brutally well execution. #10 Try not to win, try not to lose. You can tune anything, but its hard if youre eating shit every 5m. Work on your downside. Can you do a gtc stop loss here? Can you fire an arb there? What if we skip windows that have Z signal etc. #11 Passive > Active. Picking the windows you enter will always work better than exiting shitty windows. Buying the right side will always be better than exiting the wrong. GTC bids will always beat out FAK for reliability. The less you have to worry about laser focused execution the better. At this point if you're not following, you don't deserve the sweet mana from the #PolyMarket gods.

There is 1 strategy that dominates the leaderboards. Every top bot in crypto is doing this strategy. Here's exactly how it's done- warning... its long. Market Makers, Ladder Bot, Merge Bot... various names for the same strategy. polymarket.com/@0xde17f7144f… They are easy to spot. Massive PNL, thousands of trades. Prices all over the place, in whole and fractional numbers. Usually multiple markets. So how does it work. This is conceptually a bit difficult, so stick with me. First, they are bidding on every single token, up and down, at 1c increments pre window. Ie 45c, 46c, 47c etc. Both directions. So the entire possible bid is covered. When someone sells at that price, they immediately put another bid up. They are providing liquidity. They buy hundreds and hundreds of times per window. and use a tool called merge. You can merge any up/down pair at any time on Polymarket for 1$. This immediately removes the pair and returns 1$. So if you have a 70c up and a 28c down, you get 1$ for your 98c. But this isnt how they make money, they actually lose on the merges, so a down at 70, an up at 32... merged loses 2c. But it gets rid of shares and frees up capitol. --------------- Now the conceptual part --------------- Assume a price has moved to 70c, and the other price is 31c. They are placing bids at every level below those prices... ie 69.68.67.....5,4,3,2,1 on the 70 side. They are also placing bids at every level below 31c, ie 30,29,28,27.....3,2,1 As you can see they have MANY more bids available to buy on the 70 side than the 32. Which means that they are accumulating more winning shares. And as they buy both, they merge.. now the merge removes a losing share for 1-2c and a winning share. But because naturally the winning side goes up, you are getting more shares. Meaning you can merge all your losing shares out, leaving you with just winning shares. So as the price gets even higher, say 95c, they have gtc buys at 94,93,92,91... 3,2,1 etc. And gtc buys on the losing side 5c, 4c, 321. So just with math... they are going to buy many more Winners than Losers. And each loser they do buy, gets merged out with a winner. So at window close they are holding thousands of winners they bought anywhere from 50c to 99c, and zero losers. The loser merges cost them money, but the winners are making them 35c a share (average merged cost) and the losers lost them 2.8c a share (merged loser cost). So youre left with a net profit of roughly 32c a share. Times thousands of shares, every 5m,15m window. Now the hard stuff. 1. The bids are filled first in first out. So if I place my ladder before you, I get filled you dont. The window opens 24hr before the actual window start (this is all crypto windows). So the battle for Los Angeles is at THE EXACT moment the window opens. Whomever can place their 100 orders first, wins. 2. Money, this shit is expensive. Takes a minimum of about $1000 usd to test per window. And you cant just test once and change, you need to test 5-6x to see if its working. 3. Slow, each change you have to wait 24hr to test again. 4. Untestable. Since its all fills against buyers. You cannot backtest this. You learn by doing. 5. the ladder isnt 1:1, you arent placing 1 share at each level, its a quadriatic "ish" curve. Ie more shares where its more likely to be at. THIS is the magic formula that takes money to test and is very difficult to get right. 6. Latency. The fight is for that first micro second to place the bids. Me and probably 25 others are fighting for that 1/25,000th of a second. You win some, you lose some. 7. Reversals. Overall your wr is very high, because youre basically DCA'ing in the entire time, BUT every once in awhile the trend reverses last second... and youre left holding 30,000 up shares naked... and it flips down. Those days... are fun. So thats it. The entire pickle. I HIGHLY recommend you avoid this strategy. It took me $50,000 to figure it out over a month. This should be the holy grail you attempt after you have a minimum of 100 profitable bots. If you read all this reply with - Green. Testing if this long format breakdown is worth it or if its better to do short snippets

YOUR POLYMARKET WEBSOCKET SUCKS HERE’S HOW TO MAKE IT GOD-TIER All bots need websockets. Websockets are the data streams from polymarket, and external API's that give us the info we need to trade. 99.99% of people (yeah, thats you) hook them up and trade. The real issues is ws are dirty, and imperfect. They miss ticks, they give stale data, they do brief disconnects etc. This means your strategy isnt executed as you designed. You get filled worse, your hedge sucks, your entry point is missed. A perfected WS connection vs raw from polymarket can increase your bots profitability MASSIVELY. This applies to EVERY ws you use. CLOB, Gamma, binance, ESPN, you name it. Here is how you make them 1000x better Layer 1. WS warmup. Before you trade on it, you must warm it up. The first 3-5s of a ws connection is messy full of stale bids. You should start every ws connection 15s before the window opens (on up and down tokens) Add logic that monitors tic quality for the last 5s before the window opens. You must have >=3 tics per token up/down and no single jump in >5c. If it does have less than 3 tics or jumps more than 5, you skip that window. Your connection sucks. Layer 2. VOLUME. You need to dynamically spawn multiple websockets. You monitor performance and back off if it becomes unstable, but otherwise you spawn as many as your computer can handle.. For me that is 100-300 per websocket. You have logic that creates losers. Every 4 seconds respawn the slowest 10% Your bot takes the first tic with dedupe. So whichever 300 gives the next tic first, you use, tic by tic. Layer 3. Stale tic guard. Every tick is compared against the warmup monitors last knon price. If the delta > 15c > reject it with the log (STALE TIC REJECTED) Layer 4. First tic skip. Every new ws connection drops its first tick (the stale order-books snapshot from PolyMarket's (or whoever's ws it is) cache. Layer 5. Timing offset. Do not start all 100-300 ws at once. You have logic that divides up your stable ws equally over 1 second. So if I have 100 stable, we will start up each ws in a 10ms stagger. That gives them the best chance to get different tics. Layer 6. Anti-jitter Reaper. Use Jitter EMA to track per connection timing variance - erratic connections get culled first. Add an 8s grace period before new ws can be culled. Have an action budget, of a max of 20 respawns/min, max 2 per cycle. Only culled replicas lose their tracking data. I know this is a lot of text but unless every websocket, on every bot is doing this. Other traders will rip you apart. #polymarket

🚨 IT’S LIVE 🐉🔥 #DragonX just activated Buy & Stake for #TitanX 💸 ~$40K $TITANX bought staked DAILY 💰 Backed by $1.6M in $ETH 🔥 Supply gone FOREVER While others wait for that $2K #Trump stimmy… we’re firing engines. Quiet market = loud moves. BULLLLIIISSSHHHH 🐉🚀

2 YEARS OF TITANX 🐉 What a ride it’s been - through every storm, every burn, every build. The Titans never quit. The legends still stand. To every holder still here - this one’s for you. Green stays on. 🟢🟢🟢 #TitanX

Wen actual marketing? Word of mouth meta been milked to death. Any serious biz allocates funds, not just vibes. Where’s the ad spend plan? Real projects budget for growth. We can’t ‘gm’ our way to adoption forever. #Titanx #DragonX

#DragonX #TitanX #Hydra

The ecosystem is built on three foundations. ⚔️ TitanX — the relentless engine. With over $23M in its buy and burn, it is the furnace that stokes all others. 🐉 DragonX — the inheritor. Drawing strength from TitanX, compounding value and deepening scarcity. ♾ Ouroboros — the infinite loop. A design for permanence, resilience, and the long arc of wealth. Markets rise and fall. The burn is irreversible. $TitanX #DragonX #Ouroboros #DeFi #Crypto #BuildonTitanX

#DragonX 1000X coin youtu.be/R-1KQb4SL7Q?si=fXLL…

Everyone wants ‘The missing piece’ Inputs become buy pressure, buy pressure becomes burns, burns become momentum. it’s $HYDRA. It binds the eco, feeds the vault, and deletes supply on autopilot. If you get it, you get it. If not, you’ll get the screenshot later.

Oh yesssssss youtu.be/R-1KQb4SL7Q

$DRAGONX just reclaimed the 21W EMA for 2 straight weeks 🐉🔥 That’s not weakness - that’s the ignition sequence. The real giga brains are loading bags. #DragonX #TitanX

🚀 The Perfect Storm is Brewing 🐉🔥 1️⃣ ETH doubles by Dec
2️⃣ TITANX rides the wave
3️⃣ TITANX B&B slashes supply
4️⃣ DRAGONX B&B nukes the rest
5️⃣ Circulating supply → ~3T = supply shock We’re entering the Wife Changing Zone - buckle up. 📈
#TITANX #DRAGONX #Crypto #100x

🚀 @JoeParys just called $DRAGONX a 100x play 🐉
And he’s not wrong… 🔥 Buy and Burn in Millions 
⚡ #PowerX about to go live
👑 DAO activation next
🌀 #Hydra burns on autopilot.

#DragonX #TitanX youtu.be/1KQHVCWsAtg?si=IWf9… via @YouTube

Important for people to understand its not just a burn wallet, it is a buy and burn. Imagine injecting 20 million into the system and at the same time reducing liquid supply by more than 100%. I am sure it will not happen all at once but my god.....

Erm, has someone woke up the dragon? #DragonX $TITANX $ETH

🔥 TitanX Buy N Burn V1 is LOADED! 🔥 The vault holds 4,452 ETH 💎 — valued at $19,947,811 🚀 @inkayknows Massive firepower fueling the burn & scarcity! 🔥 🔗 Dive in: app.titanx.win/buyandburn #TitanX #Crypto #ETH #BuyAndBurn #DeFi #Ethereum #CryptoNews #Scarcity #HODL #bullishAF

#Titanx, in 30 days the liquid supply has dropped 1.9 Trillion without the use of the $19 million burn supply being activated. The burn supply can burn 128% of the liquid supply as of today. Are you in the right project? #eth #crypto #1000x 0xf19308f923582a6f7c465e5ce7a9dc1bec6665b1 $27,918,704 burned so far. #hex #Bitcoin #BaseChain

🚨REMINDER🚨 $HYDRA has 1 million (In today's DragonX price) in Buy & Burn and $600k in liquidity. Just imagine what a million dollar of buy pressure will do to its chart. Position yourself accordingly! $HYDRA $DRAGONX $TITANX