Deja vs LumQuant

Have you ever looked at a stock chart and thought, "I have seen this pattern before"? Deja finds historical charts that match your current pattern and shows you what happened next. Deja scans thousands of historical price patterns across stocks and crypto to find the ones most similar to the chart you are looking at right now. Then it tells you, with real statistics, how those similar patterns played out -- whether prices went up or down, and by how much. CORE FEATURES -- Pattern Matching Engine Deja identifies similar historical chart patterns across NASDAQ, NYSE, and crypto markets. Each match includes a similarity score so you know how closely it resembles the current chart. -- Statistical Predictions For each set of matched patterns, Deja calculates 1-day and 5-day predictions including win rate, maximum gain, maximum loss, IQR range, and median outcomes. No guesswork -- just data. -- Interactive Comparison Charts Overlay the current chart with any historical match to visually compare how patterns align. Switch between line and OHLC views. See exactly where the "similar part" is and what happened after. -- Customizable TP/SL Levels Set your Take Profit and Stop Loss using the metric that fits your trading style -- Max, Min, IQR bounds, or Median values. The chart updates in real time to show your selected levels. -- Live Price Data Real-time price updates via WebSocket with historical data merged seamlessly. Watch the current pattern develop as it happens. -- Multi-Market Coverage Browse and analyze charts from NASDAQ, NYSE, NYSE-ARCA, and major cryptocurrency pairs. HOW TO USE 1. Select a market category and symbol 2. View the live candlestick chart with prediction overlays 3. Scroll down to see the full statistical analysis 4. Explore individual similar chart matches 5. Use the data to inform your trading decisions Deja does not predict the future. It shows you what historically happened when similar patterns appeared. Use this information as one input in your trading analysis. Download Deja and start making data-driven trading decisions.

LumQuant is an AI-powered market research and technical analysis tool designed to help users understand financial market information more clearly. Unlike general-purpose AI workflows that rely only on chart screenshots, LumQuant can provide AI systems with current or near-real-time structured market data, multiple timeframes, candlestick information, and common technical indicators to generate more complete market research insights. Key features • Market overview: View current prices and market changes across supported instruments. • Multi-timeframe charts: Explore trends, structure, and price action across different timeframes. • Technical indicators: Review common indicators such as RSI, MACD, and moving averages. • Market structure recognition: Better understand trends, support and resistance, and common chart patterns. • AI market analysis: Generate market context and scenario analysis using structured market data. • AI chat: Ask follow-up questions about market data and technical analysis. LumQuant does not connect to users’ brokerage or trading accounts, request trading-platform credentials or API keys, execute trades, or hold or manage user funds. Important notice Market data, technical indicators, and AI-generated content in this app are provided for informational, educational, market-research, and general analytical purposes only. They do not constitute personalized investment advice, trading instructions, or a promise of returns. Market data and AI output may be delayed, inaccurate, or incomplete. Users should independently verify Terms of Use: https://www.apple.com/legal/internet-services/itunes/dev/stdeula/