rohanthomas1202

rohanthomas1202 / EdgeTerminal

Public

Real-time cross-market arbitrage scanner for Polymarket and Kalshi. Multi-tier matching (FAISS + Claude LLM), fee-adjusted spreads, settlement-verified scoreboard.

frontend-indol-five-84.vercel.app arbitrage fastapi kalshi nextjs polymarket
56
1
100% credibility
Found Apr 20, 2026 at 56 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

EdgeTerminal is a real-time dashboard that detects and tracks arbitrage opportunities across prediction markets like Polymarket and Kalshi, providing live feeds, historical proof, and trader tools.

How It Works

1
🔍 Discover EdgeTerminal

You find this tool online and click the live demo link to see real-time price differences between prediction markets like Polymarket and Kalshi.

2
🚀 Launch your own dashboard

Download and run with one simple command to get your personal live feed of trading opportunities on your computer.

3
🔗 Connect your accounts

Link your prediction market logins so the tool can watch prices across platforms automatically.

4
💰 Spot live opportunities

Watch fee-adjusted arbitrage spreads stream in real-time, sorted by profit potential with confidence scores and charts.

5
📱 Customize your view

Filter by category, confidence, or liquidity, add favorites to your watchlist, and set alerts for big spreads.

6
Dive deeper
📊
View charts & news

See price history, volume breakouts, and recent headlines explaining the spread.

🧠
Run simulation

Launch a quick AI crowd debate on the event to gauge trader reactions.

✅ Trade with confidence

Verify historical profits from past opportunities and act on new ones with full proof they were real.

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Star Growth

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AI-Generated Review

What is EdgeTerminal?

EdgeTerminal scans Polymarket and Kalshi for cross-market arbitrage opportunities in real time, matching equivalent prediction market contracts via a multi-tier pipeline using FAISS embeddings and Claude LLM verification. It computes fee-adjusted spreads, tracks opportunities through settlement for verified P&L, and streams them to a responsive dashboard built with Python FastAPI backend and Next.js frontend. Traders get live charts, alerts, watchlists, and performance analytics without manual tab-switching.

Why is it gaining traction?

Unlike basic price scrapers, it prioritizes precision with LLM-confirmed matching to cut false positives, plus real-time dashboard updates via SSE and historical scoreboards proving real profits. The live demo on Vercel/Railway lets devs test instantly, and optional integrations like news heat from GDELT or MiroShark simulations add market intelligence layers. At 56 stars, it's pulling interest for its deploy-ready Docker Compose setup and API endpoints for custom alerts.

Who should use this?

Prediction market traders hunting Polymarket-Kalshi arbs, especially those frustrated by mismatched contracts or unverified spreads. Quant devs building trading bots can tap its real-time API for fee-adjusted data, while analysts want the enrichment panels for volume breakouts and conviction scores. Skip if you're not in prediction markets—it's niche.

Verdict

Solid prototype for cross-market arbitrage scanning; spin up the demo to evaluate matching accuracy yourself. With 1.0% credibility score and no license yet, treat as a capstone learning project—great docs and live deploys outweigh low stars, but add tests before production reliance.

(198 words)

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