OHLCV by Venue

Beta ProductThis product is currently in beta. The schema and data may change as we refine our methodology.Historical coverage varies by venue — major venues reach back to 2013–2014, while newer venues start in 2026. See Venues supported for the earliest available date per venue.

OHLCV (Open, High, Low, Close, Volume) candlestick data aggregated from CEX spot trades, broken down by individual exchange venue. Each row represents a single trading pair on a single exchange during a specific time window. Use these tables for exchange-specific price analysis, comparing prices across venues, or as the source for cross-venue aggregation.

Available Tables

Table	Granularity	Description
`cex.prices.ohlcv_5min_beta`	5-minute	5-minute candlesticks by venue (one row per venue, pair, 5-min window)
`cex.prices.ohlcv_hourly_beta`	Hourly	Hourly candlesticks by venue (one row per venue, pair, hour)
`cex.prices.ohlcv_daily_beta`	Daily	Daily candlesticks by venue (one row per venue, pair, day)
`cex.prices.ohlcv_weekly_beta`	Weekly	Weekly candlesticks by venue (one row per venue, pair, week)
`cex.prices.ohlcv_monthly_beta`	Monthly	Monthly candlesticks by venue (one row per venue, pair, month)

Sample Query

Get hourly BTC/USD prices from Coinbase for the past 7 days:

select
    timestamp,
    venue,
    base_asset,
    quote_asset,
    open,
    high,
    low,
    close,
    volume,
    volume_quote
from cex.prices.ohlcv_hourly_beta
where base_asset = 'BTC'
  and quote_asset = 'USD'
  and venue = 'coinbase'
  and timestamp >= current_date - 7
order by timestamp desc

Table Columns

Unique Key: timestamp, base_asset, quote_asset, venue, granularity

Column	Data Type	Description
`timestamp`	TIMESTAMP_NTZ(9)	Start of the candle window (UTC, truncated to the candle boundary)
`base_asset`	VARCHAR	Base asset of the trading pair (e.g. BTC, ETH)
`quote_asset`	VARCHAR	Quote asset of the trading pair (e.g. USD, USDC)
`venue`	VARCHAR	CEX venue identifier (e.g. coinbase, kraken, binance)
`granularity`	VARCHAR	Candle granularity label (5min, 1h, 1d, 1w, 1m)
`open`	FLOAT	First trade price within the candle period
`high`	FLOAT	Highest trade price within the candle period
`low`	FLOAT	Lowest trade price within the candle period
`close`	FLOAT	Last trade price within the candle period
`volume`	FLOAT	Total base asset volume traded within the candle period
`volume_quote`	FLOAT	Total notional volume in quote asset (sum of price × quantity) within the candle period
`trade_count`	INTEGER	Number of individual trades aggregated into this candle
`_created_at`	TIMESTAMP_NTZ(9)	Row creation timestamp
`_updated_at`	TIMESTAMP_NTZ(9)	Row last-update timestamp

Venues Supported

The Data since column shows the earliest daily candle available for each venue.

Venue	`venue`	Data since
Kraken	`kraken`	September 2013
Bitstamp	`bitstamp`	October 2014
Coinbase	`coinbase`	December 2014
Binance	`binance`	July 2017
Gate.io	`gate`	November 2017
OKX	`okx`	December 2017
Crypto.com	`cryptodotcom`	October 2021
Bullish	`bullish`	November 2021
Bybit	`bybit`	March 2022
Deribit	`deribit`	January 2024
Bitget	`bitget`	March 2026
BitMart	`bitmart`	March 2026
KuCoin	`kucoin`	March 2026
MEXC	`mexc`	March 2026
Pionex	`pionex`	March 2026
Poloniex	`poloniex`	March 2026
Backpack	`backpack`	March 2026
Binance.US	`binanceusa`	March 2026
Bitso	`bitso`	March 2026
Bitvavo	`bitvavo`	March 2026
CEX.IO	`cexio`	March 2026
Luno	`luno`	April 2026
Upbit	`upbit`	April 2026
WhiteBIT	`whitebit`	April 2026
HashKey	`hashkey`	April 2026
itBit	`itbit`	April 2026
LMAX Digital	`lmax`	April 2026
Binance Alpha	`binance-alpha`	June 2026

Overview

Data Verticals

Solana

Hyperliquid

Lighter

Bitcoin Ecosystem

EVM

Cosmos Ecosystem

Move Ecosystem

Other Ecosystems

Available Tables

Sample Query

Table Columns

Venues Supported

​Available Tables

​Sample Query

​Table Columns

​Venues Supported

Available Tables

Sample Query

Table Columns

Venues Supported