QUANT_API
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ORDER BOOK · ✓ LIVE

Microprice Deviation

Size-weighted mid deviation from mid.

orderbook.microprice_dev(microprice − mid) / midBinance · OKX

What it measures

The deviation of the size-weighted microprice (Stoikov, 2018) from the plain mid, normalized by the mid: (microprice − mid) / mid. When resting bid size outweighs ask size, the microprice sits above the mid — a short-horizon estimate of where the fair price actually sits inside the spread. Persistent deviation in one direction indicates sustained book pressure before the mid itself moves.

References: Microprice — Stoikov 2018.

Point-in-time, leak-free

Like every QUANT_API feature, orderbook.microprice_dev is computed point-in-time: each value uses only data that had actually arrived at the timestamp you query — live or historical. No restatements, no backfills that quietly rewrite the past, no look-ahead. The value your backtest sees at a given stamp is the value the live API would have returned at that stamp. How we enforce this is documented on the methodology page.

Windows & transforms

The signal is computed over rolling windows; each window can be served raw or through a transform (z-score, percentile rank, delta…). Which windows and transforms you can query depends on your plan — the signal itself supports:

WINDOWS
1s5s15s30s1m5m15m30m45m1h2h4h12h24h
TRANSFORMS
leveldeltaratezscorepctrankewmaminmaxrange

Plan & access

orderbook.microprice_dev unlocks on the Signal plan ($99/mo) and every plan above it. Every new account starts with a 14-day free trial of the Signal plan — no card required.

Try it free →Compare plans

Example call

Resolve the latest value for BTC (5m window, delta transform — both available on the Signal plan):

curl -G https://api.quant-api.dev/v1/features/live \
  -H "Authorization: Bearer fk_live_<your_key>" \
  --data-urlencode "asset=BTC" \
  --data-urlencode "features=orderbook.microprice_dev@5m:delta"

Same key works on /v1/features/historical for point-in-time backtesting — see the API docs.

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