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VWAP algorithms follow the market’s liquidity curve, causing predictable intraday price patterns
  • VWAP (Volume Weighted Average Price) aims to match the market’s average volume profile.
  • Because many participants use VWAP, the algorithm’s execution pattern becomes a self‑fulfilling shape: buying early in the day when volume is high, selling later.
  • Nang notes that VWAP execution can be anticipated and exploited by other traders who detect the “liquidity curve”.
  • Understanding VWAP behavior helps explain why price often drifts toward the VWAP during the day.
Rishi NangTitans Of Tomorrow00:23:39

Supporting quotes

“The main algorithm that people use is called VWAP, volume weighted average price, right? And these VWAP algorithms have like you can know how they work.” — Rishi Nang
“When you know how they work, you can potentially exploit them in the same statistical arbitrage kind of way.” — Rishi Nang

From this concept

Market Impact & Liquidity Mechanics

Nang details how large orders move prices, the role of VWAP algorithms, and why the "iceberg" effect creates self-reinforcing price moves.

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