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DATA · MULTI-EXCHANGE PRICES TIMING

Multi-Exchange Price Data: Event Time vs Retrieval Time

Prices from several exchanges are only comparable if read at the same moment. Each venue's own timestamp, not your fetch order, defines that moment.

By ChartsPod Editorial Team · Reviewed by ChartsPod Research
Published · Updated · 5 min read

Short answer

When comparing prices across venues, use each venue's trade or update timestamp (e.g. Binance trade time T, book transaction time) rather than the order in which you fetched them. REST calls to five venues can span hundreds of milliseconds; in fast markets that alone creates 'spreads'. Record venue time and retrieval time per quote, set a maximum time difference for comparisons, and discard pairs outside it.

Which times the data carries

TimePresent?Meaning
Venue timestampUsually yesEvent time
Retrieval timeNoRecord it
Fetch spanDerivedMax − min retrieval
ToleranceYour ruleComparable window

Compare Multi-Exchange Price Data across Binance, Bybit, OKX and Hyperliquid markets.

Open markets in ChartsPod

What to record yourself

Field to storeWhy
venueSource
venue timeEvent time
retrieved_atDelay
priceValue
within tolerance?Flag
Multi-Exchange Prices: a stored recordMulti-Exchange Prices: a stored record: venue — Source; venue time — Event time; retrieved_at — Delay; price — Value; within tolerance? — Flag.venueSourcevenue timeEvent timeretrieved_atDelaypriceValuewithin tolerance?Flag
Every multi-exchange prices row carries its own clock. Original ChartsPod editorial graphic.

Example

Multi-Exchange Prices: event vs retrieval (illustrative)Multi-Exchange Prices: event vs retrieval (illustrative): 12:00:00.000: Venue A price; 12:00:00.420: Venue E price; MOVE: 0.15% in 420 ms; SPREAD: Artefact of timing.12:00:00.000Venue A price12:00:00.420Venue E priceMOVE0.15% in 420 msSPREADArtefact of timing
Two clocks, one record. Original ChartsPod editorial graphic.

Illustrative: a 0.15% cross-venue 'gap' appeared only because venue E was read 420 ms after venue A during a fast move.

Related: Multi-Exchange Price Data: Null vs Zero - Handle Missing Fields Correctly, Cross-Exchange Price Signal Backtest in Crypto: Fees, Slippage and Break-Even Costs.

Record venue time and retrieval time per quote, set a maximum time difference for comparisons, and discard pairs outside it.

Check Multi-Exchange Price Data against a live market before relying on it.

Try it in ChartsPod

Questions readers ask

Which time should cross-venue comparisons use?

Each venue's event timestamp.

Why set a tolerance?

To avoid timing artefacts.

Does fetch order matter?

Only for retrieval delay.

Sources and methodology

Field definitions come from DEX Screener's API reference and CoinGecko's onchain API documentation, read 17 October 2026. Where a schema doesn't document a timestamp, this guide says so and recommends recording retrieval time yourself.

  1. Binance: USD-M Futures market data API — trades, depth, funding and open interest.
  2. ChartsPod: product overview, pricing and FAQ — free terminal, venues, modules, no order placement; checked 17 Oct 2026.

This article explains research tools and workflows. It is not financial advice, does not recommend buying or selling any asset and does not predict prices. Crypto derivatives carry a risk of rapid and total loss of margin.

CHARTSPOD EDITORIAL EDITION · RESEARCH AND EDUCATION ONLY · NOT FINANCIAL ADVICE.