Benjamin-Cup

@Polymarket trading bot builder | Prediction markets strategy + automation

[Benjamin-Cup @benjaminccup]

I've just released a new version of my Polymarket trading bots!

This open-source Python bots delivers a high-performance automated trading system tailored for Polymarket prediction markets—especially short-term crypto ones (5-minute to daily epochs).

It blends practical education with real-world strategies through dry-run modes, step-by-step setup guides, and live execution options. The latest updates bring major gains in performance (real-time WebSocket streaming + low-latency orderbook analysis), enhanced risk management (stop-loss, position caps, max exposure limits), and execution efficiency (gasless L2 trades via Builder relayer, parallel market monitoring).

Key bots included: Polymarket Arbitrage Bots like Endcycle Sniper Bot, BTC ETH Hug Bot, BTC Price Field Bot, Sticky Trading Bot, Ladder Trading Bot, Lost token sniper, 101 cent Sniper, Dual-side Bot, Stair Trading Bot and so on.

I'm actively iterating based on community input to make it more robust and user-friendly and all bots updated for Polymarket V2.
If you're into prediction market automation, algorithmic trading on Polymarket, or Web3/DeFi tools, I'd love your feedback, suggestions, or contributions to keep pushing it forward.

if you want full-code of my profitable bot and premium version, VPS setup and update the bot, please contact me with Telegram.

https://t.co/ZWzYeLssvD

https://t.co/HlnpIY9yj5

#Polymarket #PredictionMarkets #TradingBot #AlgorithmicTrading #OpenSource #Web3 #CryptoTrading #DeFi #Strategy #Crypto #arbitrage #snipe #copy

[Benjamin-Cup @benjaminccup]

🚀 Polymarket Arbitrage Momentum Bot — Live

I’ve published a live video showing my Polymarket Trading bot running in real-time.

The strategy combines:
• YES/NO pricing
• Order-book liquidity & imbalance
• BTC/ETH external price feeds
• Short-term momentum signals
• Balanced two-sided exposure
• Automated limit-order execution
The goal is to capture repeated small arbitrage and momentum-driven edges while controlling directional exposure.

📖 Technical breakdown:
Medium — Polymarket Arbitrage Momentum Bot
[https://t.co/JtsJdtV170]

🎥 Live trading demo: YouTube — Live Bot Video
[https://t.co/Zzc4ycSQyi]

You can get some of other polymarket Trading Bot Strategy in this github. [https://t.co/HlnpIY9yj5]

#Polymarket #PolymarketTrading #TradingBot #AlgorithmicTrading #CryptoTrading #PredictionMarkets #QuantTrading #Arbitrage

[Benjamin-Cup @benjaminccup]

Exactly. I think the “graph vs. loop” framing is too binary. In practice, the strongest systems are often a graph of loops: the graph defines the workflow and dependencies, while each node has its own feedback loop for iteration and refinement.

That combination gives you both structure and adaptability.

[Benjamin-Cup @benjaminccup]

@nexocooker Solana is currently booming.

Perhaps a new era of Solana meme coins is dawning.

[Benjamin-Cup @benjaminccup]

@Pattyice It seems that Solana Memecoin is about to skyrocket.
The current trend is showing its pattern globally.
Furthermore, the price of Solana is currently showing an upward trend.

[Benjamin-Cup @benjaminccup]

@Pattyice Well deserved. It’s great to see a team that genuinely listens to traders and keeps improving the product based on real user needs. That kind of focus and execution is rare. Excited to see how TradingTerminal continues to grow.

[Benjamin-Cup @benjaminccup]

@Pattyice Solana price is going up.
I think this will be good opportunity for them.

[Benjamin-Cup @benjaminccup]

@JR5_Crypto I will pic SOL

[Benjamin-Cup @benjaminccup]

Most Polymarket bots ask:

“Should I buy UP or DOWN?”

A better question is:

“What is the true probability — and is the market mispricing it?”

I wrote about building a probability-driven Polymarket TWAP bot:

TWAP + Spot + Momentum + Volatility
↓
P(UP)
↓
Market Price
↓
Edge
↓
Trade

Read the full tutorial:
https://t.co/WQEzzIjnOH

Code & bot framework:
https://t.co/HlnpIY9yj5

#Polymarket #TradingBot #AlgoTrading #QuantTrading #Python #PredictionMarkets

[Benjamin-Cup @benjaminccup]

A lot of people are trying to build Polymarket Trading bots, but making a bot is one thing—building a bot that can consistently stay profitable is a completely different challenge.

In prediction markets, many traders lose money, while only a small percentage manage to build strategies that remain profitable over time.

The traders who keep their edge are constantly testing, improving, and adapting their strategies to changing market conditions.

That’s why I decided to start sharing some of the Polymarket trading strategies and bot concepts I’ve been working on.

I also made this video to explain the basic principles behind different types of trading bots and how these strategies actually work.

🎥 Watch the video here:

[Watch the video on YouTube](https://t.co/xQWPS4XITG)
Even if you’ve watched it before, I recommend watching it again—you may notice some details or ideas you missed the first time.

I hope it gives you some new ideas for your own trading strategies and helps you better understand how Polymarket Trading bots are built.

Good luck, and happy building! 🚀

#Polymarket #PolymarketTrading #TradingBot #AlgorithmicTrading #CryptoTrading #PredictionMarkets

[Benjamin-Cup @benjaminccup]

The arbitrage principle is correct and very well known: when YES + NO < $1, there can be an arbitrage opportunity.

But the principle itself isn't the difficult part. Any experienced trader—or AI—can understand that logic.

The real question is execution:

Exactly when did the bot enter?
What were the YES/NO prices at entry?
When did each leg fill?
How long was the hedge exposed?
When did the bot hedge or exit?
What were the fees and slippage?
How many opportunities were actually profitable after execution?

Showing a final PnL or balance doesn't prove that the strategy is consistently profitable.

If this is a genuinely profitable production bot, the most valuable evidence would be the entry timestamps, fills, hedge timing, and complete trade history.

The idea is simple. The edge is in execution.

If you real want arbitrage bot, i have. so plz feel free to ask about that.
#polymarket #trading #bot

[Benjamin-Cup @benjaminccup]

I would be very careful with claims like this.

Just because a Polymarket bot is publicly available on GitHub does not mean it is profitable or safe to run. Trading bots can contain hidden backdoors, private-key stealers, malicious dependencies, or logic that redirects funds.

A profitable production bot is also unlikely to have its complete strategy and infrastructure publicly exposed.

Before running any trading bot with a funded wallet, audit the entire codebase, dependencies, wallet permissions, and transaction logic.

Free source code doesn't automatically mean free money. It can also mean free risk.
#polymarket #trading #BOT

[Benjamin-Cup @benjaminccup]

Good list of resources, but I’d make one important distinction:

Most profitable trading systems are unlikely to have their production source code publicly available. If a strategy has a real, durable edge, publishing the full implementation can destroy part of that edge.

I also wouldn’t assume that every public trading bot is profitable. Open-source repos can be useful for research, infrastructure, and education, but profitability needs to be demonstrated through verifiable live performance, not simply by having the source code on GitHub.

I have multiple versions of my own Polymarket bots, but I don't publish the production source code for the same reason: the strategy and execution logic are part of the competitive advantage.
#polymarket #trading #bot

[Benjamin-Cup @benjaminccup]

Interesting results, but I think stronger proof is needed.

A Polymarket profile can verify the wallet's activity and PnL, but it doesn't prove the actual strategy, Claude's contribution, or that the performance is reproducible.

If the principle is correct, showing the strategy logic, verified trading history, and live/backtested results would make the claim much more convincing.

Good results are interesting. Verifiable evidence is stronger.
I have made polymarket trading bot too.
If you want, i can show my profitable bot with all of proof.
#polymarket

[Benjamin-Cup @benjaminccup]

🚀 Building a smarter Polymarket TWAP Trading Bot

TWAP tells you where the reference price is.

But does the underlying market support the move?

I combined:

• Chainlink TWAP
• TWAP momentum
• Spot vs TWAP
• Order Book Imbalance (OBI)
• Multi-window OBI: 1s / 3s / 5s / 10s
Example UP setup:
TWAP > Strike
TWAP velocity > 0
Spot > TWAP
OBI > +0.25
The idea: don't trade just because TWAP is bullish. Look for confirmation from the underlying market microstructure.
📖 Full article:
Read the full article
https://t.co/NaC1XhSyI6

💻 GitHub:
Polymarket Trading Bot repository
https://t.co/HlnpIY9yj5

#Polymarket #TradingBot #CryptoTrading #TWAP #AlgorithmicTrading #MarketMicrostructure #Trading

[Benjamin-Cup @benjaminccup]

🚀 Trading the Spot-to-TWAP Lag in Polymarket Crypto Markets

The external BTC market can move before the rolling TWAP catches up.

That creates an interesting signal:

Spot > TWAP > Strike
+
Positive BTC momentum
+
TWAP rising
→ Potential UP opportunity
The opposite can signal a DOWN setup.
In this article, I break down how to:
• Calculate the Spot/TWAP gap
• Combine it with momentum
• Track TWAP direction
• Filter temporary price spikes
• Include strike distance + time remaining
• Build the signal into a Polymarket Trading Bot
• Backtest the strategy properly
The key isn't simply:
"Spot is above TWAP."
It's:
Is the spot move strong and persistent enough for TWAP to follow?

📖 Full article: Trading the Spot-to-TWAP Lag in Polymarket Crypto Markets [https://t.co/Z8kqa9SrRc]

💻 Open-source bot framework: GitHub — Polymarket Trading Bot
[https://t.co/HlnpIY9yj5]

Day 2 of my Polymarket Trading Bot strategy series.
#Polymarket #PolymarketTrading #PolymarketBot #TradingBot #TWAP #CryptoTrading #AlgorithmicTrading #Python #QuantTrading #PredictionMarkets

[Benjamin-Cup @benjaminccup]

Hi
Nice to meet you.
I am interested in your professional Advice for the Twap-60s polymarket crypto markets.
Actually, i am making the Polymarket Twap trading bot and i would like to get some of good advice from you.

This is my polymarket trading bot repo:
https://t.co/HlnpIY9yj5

[Benjamin-Cup @benjaminccup]

🚀 Just published: Building a Polymarket TWAP Momentum Trading Bot for 5-Minute Crypto MarketsInstead of only checking TWAP vs Strike, the bot combines: • Current TWAP position • Short-term momentum (10s return) • Momentum threshold to filter noise→ Generates clean UP / DOWN / NO_TRADE signalsFull Python tutorial + logic breakdown

📷https://t.co/Pjslf6jyuP

#TradingBot #TWAP #CryptoTrading #AlgorithmicTrading #Python #BTC #PredictionMarkets #AlgoTrading

[Benjamin-Cup @benjaminccup]

🚀 Day 1 of my Polymarket TWAP Trading Bot Strategy series.

I’m starting with the simplest foundation: TWAP Momentum.

Instead of only asking:

Is TWAP above or below the strike?

the bot also measures direction + speed using short-term TWAP returns.

📈 TWAP > Strike
📈 Positive momentum
📈 Momentum > threshold
→ UP candidate
The strategy is intentionally simple so it can become a clean baseline for testing more advanced strategies later.

📖 Full article: Building a Polymarket TWAP Momentum Trading Bot
https://t.co/9VFqsg59IQ

💻 Bot development: GitHub Repository
https://t.co/HlnpIY9yj5

More TWAP strategies coming next. 🔥

#Polymarket #TradingBot #TWAP #CryptoTrading #AlgorithmicTrading #TradingStrategy #Python #PredictionMarkets #QuantTrading #Crypto

[Benjamin-Cup @benjaminccup]

🚀 New article: Building a TWAP-Aware Polymarket Trading Bot

Most traders look at the current BTC price.

But for short-duration Polymarket crypto markets, the more interesting question is:

What is the probability of the actual TWAP-based outcome?

This strategy combines:

🟢 Chainlink TWAP data
🟢 BTC price dynamics
🟢 Probability modeling
🟢 Polymarket order-book data
🟢 Mean-reversion signals
🟢 Executable-edge analysis
🟢 Risk management
Example:
Market-implied probability: 64%
TWAP-aware model probability: 55%
Instead of blindly following the BTC spike, the bot evaluates whether the market has overreacted relative to the probability of the TWAP-based outcome.
The key idea:
Don't predict the next BTC tick. Estimate the probability of the actual market outcome.
📖 Read the full article:
Medium — Building a TWAP-Aware Polymarket Trading Bot [https://t.co/uoLSLuzNen]

💻 Open-source Python bot repository:
GitHub — Polymarket Trading Bot Python V2
[https://t.co/HlnpIY9yj5]

#Polymarket #PolymarketTradingBot #PredictionMarkets #AlgoTrading #QuantTrading #Python #CryptoTrading #TradingBot #TWAP #AlgorithmicTrading #BTC

[Benjamin-Cup @benjaminccup]

🚀 New article: How to Build a Probability-Driven TWAP Trading Bot for Polymarket Crypto Markets

Instead of simply following the Polymarket price, this strategy combines:

📊 BTC/ETH market data
📈 Momentum + volatility
📚 Order-book imbalance
🎯 Distance from strike
⏱️ Time remaining
🧠 Probability modeling
💰 Edge detection
⚡ Adaptive TWAP execution
Example:
Polymarket UP: $0.56
Model probability: 0.64
Potential edge: +0.08
The key is continuous re-evaluation: if the edge disappears, the bot stops the remaining TWAP orders.

📖 Read the article:
Medium — Probability-Driven TWAP Trading Bot
[https://t.co/3yQwL8ZfoY]

💻 Explore the Python code:
GitHub — Polymarket Trading Bot
[https://t.co/HlnpIY9yj5]

#Polymarket #TradingBot #TWAP #CryptoTrading #AlgorithmicTrading #Python #PredictionMarkets #QuantTrading #BTC #ETH