PredictMirror VS Plotly

• Live order book mirror
  Real Polymarket prices, refreshed continuously. Your simulated trades fill at the actual market price, with realistic slippage modeled in.
• Real-time P&L
  Every position tracks the market live. Sparklines on the portfolio view, full area charts with fill history on the detail view.
• Win streaks & edge
  Track your win rate, current streak, and the edge you're capturing versus market consensus. Learn what you're actually good at.
• Open and closed history
  Every paper trade is logged. Filter active versus closed positions, see realized P&L by period, and learn from your wins and losses.
• Privacy-first by design
  Nothing leaves your browser. No accounts, no servers, no tracking. Your trading data lives in local storage only, and you control it.

• Interactivity
  Plotly offers highly interactive plots that allow users to pan, zoom, and hover over data points for more information. This enhances the user experience and provides deeper insights.
• High-quality visualizations
  It provides aesthetically pleasing and highly customizable charts, making it suitable for publication-quality visuals.
• Versatility
  Plotly supports multiple chart types including line charts, scatter plots, bar charts, and 3D plots, making it suitable for a wide range of applications.
• Python integration
  Plotly is well-integrated with Python and works seamlessly with other popular data science libraries like Pandas, NumPy, and Scikit-learn.
• Web-based
  The plots can be easily embedded in web applications or dashboards, making it ideal for sharing insights over the internet.
• Open-source
  Plotly offers an open-source version, which allows users to create and share visualizations without any cost.

Possible disadvantages

• Performance
  Rendering very large datasets can sometimes be slow, which may not be suitable for real-time data visualization requirements.
• Learning curve
  Even though the library is well-documented, the extensive range of features can have a steep learning curve for beginners.
• Cost for advanced features
  While the basic functionality is free, more advanced features, such as export to certain formats and additional customizable options, require a paid subscription.
• Dependency management
  Plotly has a number of dependencies that need to be managed properly, which can sometimes complicate the setup process.
• Complexity
  For simple visualizations, Plotly might be overkill and simpler libraries like Matplotlib or Seaborn could be more appropriate.

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Create Real-time Chart with Javascript | Plotly.js Tutorial

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Tracking PredictMirror since Jun 2026.

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