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PRICE DISCOVERY · ✓ LIVE

Amihud Illiquidity

Amihud illiquidity.

price_discovery.amihud_illiq|r| / volumeBinance · Bybit

What it measures

The Amihud (2002) illiquidity ratio: |return| / volume over the window — how much price moves per unit of volume traded. Coarse but remarkably robust, it needs no order-book data at all, which makes it comparable across venues and long histories. Rising Amihud means the same volume is moving price more: liquidity is draining.

References: Amihud 2002.

Point-in-time, leak-free

Like every QUANT_API feature, price_discovery.amihud_illiq 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
5m15m30m1h2h4h12h24h
TRANSFORMS
leveldeltaratezscorepctrankewmaminmaxrange

Plan & access

price_discovery.amihud_illiq unlocks on the Quant plan ($2,500/mo) and every plan above it. Every new account starts with a 14-day free trial of the Signal plan — no card required. The trial covers Signal-plan features, so you can evaluate the API end-to-end before upgrading to Quant.

Start free, then upgrade →Compare plans

Example call

Resolve the latest value for BTC (5m window, zscore transform — both available on the Quant 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=price_discovery.amihud_illiq@5m:zscore"

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

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