Candlesticks

Get the data

Price, BTC perps, last 24 hours

DELAYED 15 MIN…Updates by itself every 5 minutes

Loading…

Price, latest

Binance: —
OKX: —
Hyperliquid: —

The three venues track each other closely. When one pulls away, that venue is the one moving.

Open, high, low, close and volume for each bar, built from every trade.

Open, High, Low, Close, Volume candlestick data with notional volume.

Built from: Market Data
Fields: 6
Intervals: 1m to 1d; 15s and 30s on Prime
Plan: Pro
Venues: Binance, OKX, Hyperliquid
Live: Free 15 minutes behind; real time on paid plans

How it's built

One real minute of trades, field by field. Each value matches our pipeline's output.

All 11,692 trades from 14:38 to 14:39 UTC on 11 June 2025, Binance BTC-USDT perpetual, from the free raw-trades preview.

Step 1
Every trade in the minute
All 11,692 trades, taker buys and sells, in exchange timestamp order.
Loading 11,692 trades…
Step 2
Open, high, low and close
open=first trade, 14:38:00.1=$110,169.3
high=highest trade, 14:38:00.1=$110,169.3
low=lowest trade, 14:38:26.1=$109,863.9
close=last trade, 14:39:00.0=$109,927.0
The first trade was also the high.
Step 3
Sum the size
volume=Σ amount=846.51 BTC
volume_notional=Σ amount × price=$93.09M
volume is in BTC on Binance and in contracts on OKX, so compare venues on volume_notional.
Loading 11,692 trades…
Step 4
The bar
open
$110,169.3
high
$110,169.3
low
$109,863.9
close
$109,927.0
volume
846.51 BTC
volume_notional
$93.09M

When BTC trades most, hour by hour

A median 5-minute bar of BTC traded 3.9× as much at 14:00 UTC as at 21:00.

BTC-USDT perpetual on Binance, 5m bars, 1 to 31 May 2025, from the free preview.

Median volume per 5m bar

$91.7M

$23.3M

000102030405060708091011121314151617181920212223

Hour of the day, UTC. Millions of USD.

The median 5-minute bar traded $91.7M in the 14:00 UTC hour and $23.3M in the 21:00 hour. Over the month this one contract traded $588B.

An order of fixed size is a 3.9× larger share of the volume at 21:00 than at 14:00. Size orders against the volume of the hour you trade in.

Biggest 24-hour gains and losses

Among the 100 most traded perps on Binance, OKX and Hyperliquid, by 24-hour volume.

DELAYED 15 MINto 14:45 UTCUpdates by itself every 5 minutes

Highest

#Perp24h change

Lowest

#Perp24h change

How to read it

Open, high, low and close are trade prices: the first, highest, lowest and last trade in the interval.

volume is in the venue's own unit: BTC on Binance and Hyperliquid, contracts on OKX. volume_notional is the same in dollars. Compare venues and assets on notional.

An interval with no trades has no bar. That is rare on BTC and common on a thin listing at 1 minute, so check for gaps before you forward-fill.

open: First trade price in the interval
high: Highest trade price in the interval
low: Lowest trade price in the interval
close: Last trade price in the interval
volume: Total traded quantity in the interval
volume_notional: Total traded notional in the interval

Download the same month

No account needed. Pro adds every venue and perp, at 1-minute to daily bars.

# Install the Aperiodic CLI into ~/.local/bin
mkdir -p "$HOME/.local/bin"
curl -fsSL https://raw.githubusercontent.com/aperiodic-io/cli/main/install.sh | INSTALL_DIR="$HOME/.local/bin" bash
export PATH="$HOME/.local/bin:$PATH"

# Free preview — no API key required
aperiodic ohlcv --preview \
  --exchange binance-futures \
  --symbol perpetual-BTC-USDT:USDT \
  --interval 5m \
  --timestamp exchange \
  --start-date 2025-05-01 \
  --end-date 2025-05-31 \
  --output-dir ./data && echo "Saved to $PWD/data"

Questions

Metrics library · Derivatives

Candlesticks

Get the data

Price, BTC perps, last 24 hours

DELAYED 15 MIN…Updates by itself every 5 minutes

Loading…

Price, latest

Binance: —
OKX: —
Hyperliquid: —

The three venues track each other closely. When one pulls away, that venue is the one moving.

Open, high, low, close and volume for each bar, built from every trade.

Open, High, Low, Close, Volume candlestick data with notional volume.

Built from: Market Data
Fields: 6
Intervals: 1m to 1d; 15s and 30s on Prime
Plan: Pro
Venues: Binance, OKX, Hyperliquid
Live: Free 15 minutes behind; real time on paid plans

How it's built

One real minute of trades, field by field. Each value matches our pipeline's output.

All 11,692 trades from 14:38 to 14:39 UTC on 11 June 2025, Binance BTC-USDT perpetual, from the free raw-trades preview.

Step 1
Every trade in the minute
All 11,692 trades, taker buys and sells, in exchange timestamp order.
Loading 11,692 trades…
Step 2
Open, high, low and close
open=first trade, 14:38:00.1=$110,169.3
high=highest trade, 14:38:00.1=$110,169.3
low=lowest trade, 14:38:26.1=$109,863.9
close=last trade, 14:39:00.0=$109,927.0
The first trade was also the high.
Step 3
Sum the size
volume=Σ amount=846.51 BTC
volume_notional=Σ amount × price=$93.09M
volume is in BTC on Binance and in contracts on OKX, so compare venues on volume_notional.
Loading 11,692 trades…
Step 4
The bar
open
$110,169.3
high
$110,169.3
low
$109,863.9
close
$109,927.0
volume
846.51 BTC
volume_notional
$93.09M

When BTC trades most, hour by hour

A median 5-minute bar of BTC traded 3.9× as much at 14:00 UTC as at 21:00.

BTC-USDT perpetual on Binance, 5m bars, 1 to 31 May 2025, from the free preview.

Median volume per 5m bar

$91.7M

$23.3M

000102030405060708091011121314151617181920212223

Hour of the day, UTC. Millions of USD.

The median 5-minute bar traded $91.7M in the 14:00 UTC hour and $23.3M in the 21:00 hour. Over the month this one contract traded $588B.

An order of fixed size is a 3.9× larger share of the volume at 21:00 than at 14:00. Size orders against the volume of the hour you trade in.

Biggest 24-hour gains and losses

Among the 100 most traded perps on Binance, OKX and Hyperliquid, by 24-hour volume.

DELAYED 15 MINto 14:45 UTCUpdates by itself every 5 minutes

Highest

#Perp24h change

Lowest

#Perp24h change

How to read it

Open, high, low and close are trade prices: the first, highest, lowest and last trade in the interval.

volume is in the venue's own unit: BTC on Binance and Hyperliquid, contracts on OKX. volume_notional is the same in dollars. Compare venues and assets on notional.

An interval with no trades has no bar. That is rare on BTC and common on a thin listing at 1 minute, so check for gaps before you forward-fill.

open: First trade price in the interval
high: Highest trade price in the interval
low: Lowest trade price in the interval
close: Last trade price in the interval
volume: Total traded quantity in the interval
volume_notional: Total traded notional in the interval

Download the same month

No account needed. Pro adds every venue and perp, at 1-minute to daily bars.

# Install the Aperiodic CLI into ~/.local/bin
mkdir -p "$HOME/.local/bin"
curl -fsSL https://raw.githubusercontent.com/aperiodic-io/cli/main/install.sh | INSTALL_DIR="$HOME/.local/bin" bash
export PATH="$HOME/.local/bin:$PATH"

# Free preview — no API key required
aperiodic ohlcv --preview \
  --exchange binance-futures \
  --symbol perpetual-BTC-USDT:USDT \
  --interval 5m \
  --timestamp exchange \
  --start-date 2025-05-01 \
  --end-date 2025-05-31 \
  --output-dir ./data && echo "Saved to $PWD/data"

Every trade in the minute

Open, high, low and close

Sum the size

The bar

Why not take candles from the exchange?

Which venues and contracts does it cover?

Are the charts real data?

Is it point-in-time?

Every trade in the minute

Open, high, low and close

Sum the size

The bar

Why not take candles from the exchange?

Which venues and contracts does it cover?

Are the charts real data?

Is it point-in-time?