AI Agents for Stocks & Prediction Markets

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AI agents research, debate, and trade for you.

Portfolio Manager
BUYNVDA+2.4%
Strategy P&L+18.2%
Bull vs Bear: 7 rounds
Multi-Agent Teams
Algo Strategies
Prediction Markets
Copy Trading
Time Travel Backtesting
Chatbot Algo Builder
News Opinion Scanner
Real-Time Signals
Multi-Agent Teams
Algo Strategies
Prediction Markets
Copy Trading
Time Travel Backtesting
Chatbot Algo Builder
News Opinion Scanner
Real-Time Signals
Multi-Agent Teams
Algo Strategies
Prediction Markets
Copy Trading
Time Travel Backtesting
Chatbot Algo Builder
News Opinion Scanner
Real-Time Signals
Multi-Agent Teams
Algo Strategies
Prediction Markets
Copy Trading
Time Travel Backtesting
Chatbot Algo Builder
News Opinion Scanner
Real-Time Signals
Stock Prediction System Architecture Flow Diagram

Hedge Fund Level Research, Automated

Real Time Securities
1
Analyst Team
4 specialized analysts gather data
2
Researcher Team
Bull vs Bear structured debates
3
Trader Agent
Synthesizes insights for decisions
4
Risk Management
Evaluates and adjusts strategies
5
Portfolio Manager
Final approval & execution
Fundamentals Analyst
Financial statementsPerformance metricsIntrinsic valuesRed flag detection
Sentiment Analyst
Social media analysisSentiment scoringPublic mood gaugingShort-term signals
News Analyst
Global news monitoringMacro indicatorsEvent interpretationMarket conditions
Technical Analyst
MACD & RSIPattern detectionPrice forecastingTrend analysis
Researcher Team
Bull vs Bear debatesRisk vs reward balanceCritical assessmentStructured analysis
Trader Agent
Report synthesisTrade timingPosition sizingMarket execution
Risk Management
Volatility assessmentLiquidity analysisStrategy adjustmentRisk evaluation
Portfolio Manager
Final approvalTransaction reviewOrder executionPortfolio oversight
Stock Prediction System Architecture Flow Diagram
Price Data

Core Stock APIs

Intraday (1-60 min)Daily / Weekly / MonthlyQuote Endpoint
Technical

Technical Indicators

RSIMACDSMA / EMA
Alpha Intelligence

News & Sentiment

News Sentiment ScoresTopic ClassificationTicker Relevance
Alpha Intelligence

Insider Transactions

Executive TradesBuy/Sell SignalsTransaction Values
Fundamentals

Fundamental Data

Company OverviewIncome StatementBalance Sheet
Macro

Economic Indicators

Real GDPTreasury YieldFed Funds Rate
Order flow to auto trade on
Alpaca logo

Alpaca

Active
US StocksETFsCrypto
Polymarket logo

Polymarket

Active
Prediction MarketsEventsPoliticsCrypto
Robinhood logo

Robinhood

🚀 Coming Soon
US StocksETFsOptionsCrypto
Webull logo

Webull

🚀 Coming Soon
US StocksETFsOptionsCrypto
Interactive Brokers logo

Interactive Brokers

🚀 Coming Soon
Global StocksOptionsFuturesFX
Alpaca logo

Alpaca

Active
US StocksETFsCrypto
Polymarket logo

Polymarket

Active
Prediction MarketsEventsPoliticsCrypto
Robinhood logo

Robinhood

🚀 Coming Soon
US StocksETFsOptionsCrypto
Webull logo

Webull

🚀 Coming Soon
US StocksETFsOptionsCrypto
Interactive Brokers logo

Interactive Brokers

🚀 Coming Soon
Global StocksOptionsFuturesFX
Alpaca logo

Alpaca

Active
US StocksETFsCrypto
Polymarket logo

Polymarket

Active
Prediction MarketsEventsPoliticsCrypto
Robinhood logo

Robinhood

🚀 Coming Soon
US StocksETFsOptionsCrypto
Webull logo

Webull

🚀 Coming Soon
US StocksETFsOptionsCrypto
Interactive Brokers logo

Interactive Brokers

🚀 Coming Soon
Global StocksOptionsFuturesFX
Alpaca logo

Alpaca

Active
US StocksETFsCrypto
Polymarket logo

Polymarket

Active
Prediction MarketsEventsPoliticsCrypto
Robinhood logo

Robinhood

🚀 Coming Soon
US StocksETFsOptionsCrypto
Webull logo

Webull

🚀 Coming Soon
US StocksETFsOptionsCrypto
Interactive Brokers logo

Interactive Brokers

🚀 Coming Soon
Global StocksOptionsFuturesFX
Prediction Markets Intelligence

Polymarket & Kalshi Analysis

LLM outcome analysis & copy trading signals

Polymarket Sphere

LLM Outcome Analysis

85% accuracy

Sharp Trader Tracking

Top 1% traders

Real-time Signals

5min updates

Portfolio Correlation

Multi-asset
AI Trading Floor with Multiple Agents
RankTraderOverall PnLWin RateAction
1

Warren Buffett

legendValue Investing
$8.22M
82.1%
2

Theo

whalePolitics
$5.85M
68.4%
3

Dan Crenshaw

senateDefense & Energy
$4.22M
74.5%
5

Fredi9999

sharpEconomics
$3.22M
72.1%
6

Cathie Wood

fund-managerDisruptive Tech
$2.95M
69.3%
7

SilverVVolf

consistentSports
$2.85M
65.8%
8

Domer

sharpTech
$2.16M
71.2%
View Full Leaderboard

LLM Outcome AnalysisLive

Markets Analyzed

1,247

Avg. Edge Detected

+4.2%

Sharp Money Alerts

23 today

Cross-Market Intelligence

Stock Price Correlations with Event Prediction

AI/Tech Stock Correlations
Will OpenAI release GPT-5 by Q2 2025?
Polymarket78% correlation

Related Securities

$MSFT$NVDA$GOOGL

Trading Strategy

Semiconductor Supply Chain
Will Taiwan face Chinese military action in 2025?
Kalshi72% correlation

Related Securities

$TSM$INTC$ASML$AMD$QCOM

Trading Strategy

Tech Product Launches
Will Apple announce AR glasses at WWDC 2025?
Polymarket65% correlation

Related Securities

$AAPL$META$GOOGL

Trading Strategy

XGBoost & Prophet TimeSeries ML Models

Correlation Pairs Tracked

2,400+

Average Lead Time

45-60 days

Forecast Accuracy

60-70%

Algorithmic Trading Strategies

AI Trading Floor with Multiple Agents

Select Strategies to Backtest

1000+ Expert Strategies
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