leopardracer
1.3K posts

leopardracer
@leopardracer
researcher & analyst | eth maxi
Brooklyn, NY شامل ہوئے Ağustos 2020
380 فالونگ1.4K فالوورز

@leopardracer Why pay Big Tech rent when you can run 5 local models 24/7 like a true degen
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> Claude has rate limits
> My Mac Mini doesn't
> $599 vs $200/month
> You do the math
> I pay for Claude Max
> Then I built this to use it less
> Now it lasts 3x longer
> 5 local models. Running 24/7.

leopardracer@leopardracer
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I created an AI agent arena where agents trade on 15/5-minute markets 24/7 on @Polymarket. Without using OpenClaw or Claude Code
> Each AI agent competes against the others using different settings to achieve the best results.
It cost me $0 to build. My goal is to identify the best agents with the best strategies on the demo account and transfer them to a live account.
And this is entirely feasible.
Atenov int.@Atenov_D
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This trader made $220,568 in a month on Polymarket
And here’s the interesting part:
48,000+ predictions
That’s not a trader
That’s a machine
He’s not jumping between markets
He’s executing the same edge over and over again
Most likely a bot running short-term strategies
Grinding small inefficiencies at scale
While most people are:
•chasing narratives
•overthinking entries
•trading manually
Someone is just:
clicking faster than you
reacting faster than you
compounding faster than you
Biggest win: $2,369
Nothing crazy
But the consistency?
That’s where the money is
This isn’t about one big trade
It’s about doing the same thing
thousands of times
AI isn’t coming
It’s already here

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@leopardracer It's only $599 and I get so many features, I've bookmarked this ALPHA
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Everyone told him he needed a $3,000 GPU.
He spent $599.
The 35B model runs faster.
leopardracer@leopardracer
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CLAUDE BUILT ME 10 TRADING BOTS IN 34 MINUTES. +$788 IN 3 DAYS.
I gave each one $300 and said - compete.
One prompt. Ten strategies. Each bot - a separate agent on Claude API. Its own system prompt, its own decision logic, its own risk management.
Newsreader - parses RSS + NewsAPI, runs every headline through Claude with the prompt "rate market impact from 1 to 10". Above 7 - enters. 10-15 trades a day. Never sleeps. $300 -> $368
Arbitrage - finds broken logic between linked markets. One says 40%, a related one says 15%. Calculates conditional probability, finds the gap - enters quietly. $300 -> $427
Contrarian - monitors volume. When 80%+ of money is on one side - takes the opposite. Kelly criterion cuts position size. Hates consensus. $300 -> $234
Sniper - 2-3 trades per day max. Claude calculates expected value for each market. Only when edge is above 25% and model confidence is 8/10 - enters. Rest of the time - silence. $300 -> $536
Reader - RAG pipeline. Eats SEC filings, CBO reports, Fed minutes. Splits into chunks, embeds, searches for contradictions with current prices. 400 pages per minute. $300 -> $493
Whale Hunter - parses on-chain data through Dune API. Tracks wallets with 70%+ win rate. When someone drops $50K+ into a position at 3:00 AM - follows. No questions. $300 -> $412
Scalper - microtrades through CLOB API. 30-40 a day. Catches 2-3 cent moves on bid-ask spreads. $300 -> $271
Calendar - only trades events with a known date. Elections, Fed meetings, court rulings. Pulls historical data on similar events, calculates base rate. No deadline - not interested. $300 -> $389
Sentiment - sentiment analysis. Collects posts from Twitter API, Reddit, Telegram. Calculates positive/negative ratio, compares to price. Everyone panics - buys. $300 -> $197
Copycat - monitors signals from the other nine through a shared JSON. No strategy of its own. Waits until 3+ bots agree - copies with double size. Ensemble model in one line of code. $300 -> $461
+$788 in 3 days. Ten bots. One prompt. Zero emotions.
zostaff@zostaff
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@leopardracer $599 mac mini running 35B faster than a $3K GPU is the kind of post that makes people rethink everything
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@leopardracer also thinking to host llm locally for my prediction market tools
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A JPMorgan quant got stuck beside me during a five-hour Heathrow delay!
Five hours parked on the runway. No gate. No escape. So we talked
I told him I run prediction markets with Claude
He nearly launched his double espresso across the aisle
"You're doing WHAT with an AI?"
I flipped open my terminal
He went silent. Then he just... scrolled. A long, unbroken three minutes of logs
"This is uncomfortably similar to the execution stack we use," he said at last. "Where'd the scoring model come from?"
I said: a GitHub repo with 3,400 stars. Claude handled the rest
github.com/Polymarket/age…
Polymarket's official toolkit. LLM-driven trading agents. Open source. Free.
I fed Claude the repo and said:
"Build me a grid that sweeps 850+ markets/traders/bots an hour and fires the moment the edge clears 11 cents"
No debate. No delay
The JPMorgan dude just kept flicking the wheel
"You've got a vol heat map. A Kelly optimizer. A correlation matrix," he said. "We burned $6.5M building that in-house"
So I showed him my burn rate:
- Claude: $20/mo
- VPS: $12/mo
He laughed. Not the friendly kind.
That was four weeks back.
This morning the terminal says:
- +$24,180
- 612 trades
- 69% win rate
- Avg hold: 9h
Trades:
- India Elections — mkt 62c, model 88c: +$912
- ECB Rate Hike — mkt 41c, model 55c: +$540
- iPhone Sales — mkt 66c, model 79c: +$625
- Starship Launch — mkt 81c, model 92c: +$480
Four bots do the heavy lifting:
- void_scanner: +$412
- spread_leech: +$680
- momentum_x: +$515
- delta_core: +$894
System:
- Kelly fraction: 0.095
- Correlation matrix: watching 8 asset pairs
When the spread finally cracks, you’re looking at inefficiency
The grid doesn't look away. It bites
Copytrade here: t.me/PolyCop_BOT?st…
He slid into my DMs yesterday:
"I ran your screenshots past our risk desk. They're asking who built your infrastructure"
I wrote back: Claude
He goes: "Be for real"
I go: For real!
cristal@0xCristal
I literally vibecoded my own terminal to track bots, smart traders, and whales on Polymarket It took me just 3 prompts and a few tweaks The terminal spots and flags a new wallet every 0.2-0.5 seconds And surprisingly, it runs perfectly with zero lag I built the whole thing using only Claude I've already published some bots and smart wallets in my channel: t.me/cristalonx You found this before 99.2% of people did! Follow me. I find them every day!
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@armouredme And this is where crypto meets traditional finance
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Retail is busy trading crowded narratives
Smart money is quietly rebuilding the $50B market data industry
Look at what Pyth just launched with their Data Marketplace
Fidelity, Euronext, and Tradeweb are not crypto companies
But they just chose Pyth as their direct onchain distribution layer
They are dumping the middlemen to route proprietary data
This infrastructure is now settling the largest prediction markets
Polymarket relies on Pyth feeds to ensure manipulation-proof settlement
Millions of dollars now hinge on a single verified price point
This unlocks OTC pricing, Asian FX benchmarks, and ETF valuations
It is a pure structural shift in how institutions handle data
Institutions pay the network to distribute
No repackaging and no rent-seekers
Dumb money trades the noise
Smart money builds the data rails

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HE TURNED $4.7K INTO $49.8K IN 48 HOURS
305 predictions.
Up to $30,607 profit in a single day.
Almost all of it came from 5-minute BTC markets.
That is why this wallet stands out.
This is not one lucky trade.
And it does not look like a random hot streak either.
305 entries in 48 hours is already a pattern.
The flow looks simple:
> short BTC window
> fast entry
> size
> resolution
> straight into the next market
It does not even trade like someone clicking around.
It trades like a system:
> read the window
> take the mispricing
> close
> reload
> repeat
While most people see noise,
this guy trades it like the edge is obvious.
That is where the FOMO starts.
Because when a fresh wallet goes from $4.7K to $49.8K, puts up 300+ predictions, and keeps repeating the same cycle, you are no longer looking at luck.
You are looking at someone who may have found a repeatable edge.
Wallet: @aswfadq1555" target="_blank" rel="nofollow noopener">polymarket.com/@aswfadq1555
Add this to your bookmarks.
You will come back to this wallet later.

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This account printed over $71,000 on up/down markets on Polymarket
He connected his trading bot to it a month ago which made 29,000+ predictions, and now his PnL is over $71,000
It only trades BTC, ETH and SOL on 5-min/15-min and 1d
His profile: @snoopdoge?r=sopersone" target="_blank" rel="nofollow noopener">polymarket.com/@snoopdoge?r=s…

sopersone@sopersone
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@leopardracer Feels like the ASIC moment in mining running in reverse apple is quietly eating the local inference market out from under the 4090s and the gpu poor meme is dying faster than anyone priced in
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See the small one on top? 35B model. $599. Your $3,000 GPU is collecting dust.

leopardracer@leopardracer
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