QUANT_API
UTCSign inGet a key ↗
ORDER FLOW · ✓ LIVE

Order-Flow Imbalance (OFI)

Order-flow imbalance from L1 updates.

flow.ofiΣ signed L1 size changesBinance · Bybit

What it measures

Order-flow imbalance computed from signed level-1 updates, in the spirit of Cont, Kukanov & Stoikov (2014): the running sum of size added to or removed from the best bid, minus the same on the best ask. Unlike trade-only measures, OFI captures both aggressive executions and passive quote revisions, which is why it is the standard short-horizon flow primitive: it summarizes the net pressure on the touch in a single signed number.

References: Cont-Kukanov-Stoikov 2014.

Point-in-time, leak-free

Like every QUANT_API feature, flow.ofi 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

flow.ofi unlocks on the Signal plan ($99/mo) and every plan above it. It is also one of the three preview signals on the free Discover plan — you can query it today at @1h:level without paying anything. 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=flow.ofi@5m:delta"

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

RELATED SIGNALS
VPIN — Flow Toxicity flow.vpinPIN Approximation flow.pin_approxCumulative Volume Delta (CVD) flow.cvdGuide: how this family trades in practiceRead ↗