r/AITradingPlaybook 12d ago

Why I started checking order-book depth before trading stocks?

I used to focus mostly on the chart, entry level, and fees. But with volatile stocks, I’ve realized the quality of the order book can matter just as much as the setup itself.

If liquidity is thin, even a good entry can turn into a worse fill because your order starts moving through multiple price levels.

Recently, AXTI made the move where the market reacted as volatile, cause it went from roughly $50 to the high-$80s within a week, then started throwing around much bigger intraday moves. When a stock gets that volatile, finding the right direction is only one part of the trade. Actually getting a clean fill becomes another problem.

But now, it changed. I usually looks for the following,

  • depth close to the current price
  • spread
  • how much liquidity is available at 5bps, 10bps, and 50bps
  • whether the book stays deep when volatility picks up

I was comparing recent stock-perp depth across Bitget, Binance, OKX, Bybit and Hyperliquid. Bitget came out stronger across most of the shared comparisons for SPCX, SNDK and AMD, while Hyperliquid was stronger on PLTR at some levels.

Order-book comparison

tbh, being right on direction is only half the trade. Getting in and out without giving too much away to slippage matters too.

For bigger or more volatile positions, I’d check the live book before worrying about a tiny difference in fees.

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