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Options Pricing in a Real-Time App: Black-Scholes, Volatility and Strikes by Delta

How we added Black-Scholes pricing, volatility estimators and strike-by-delta selection to a live market app, plus the edge cases that break naive code.

Bhavik Patel•11 October 2026•7 min
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In this article

  • Why an alerts app needs a pricing model at all
  • Piece 1: Black-Scholes, the honest version
  • Piece 2: Volatility is the input that matters most
  • Piece 3: Choosing a strike by delta
  • Performance: closed-form is your friend
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