How far does $1M of net taker flow move the price?

Aperiodic Impact Index, last 24 hours

DELAYED 15 MINto 22:50 UTCUpdates by itself every 5 minutes

0.047bps per $1MBitcoin USDT perpetual on Binance

The Aperiodic Impact Index is how far $1M of net taker flow moves the price, in basis points, for crypto and RWA perps on Binance and Hyperliquid.

Column: impact.kyle_like_lambda
Unit: Basis points per $1M of net taker flow
Per contract: 24h median of 5-minute rows
In the API: Every interval from 1m to 1d
Plan: Pro and up

Impact on the busiest perps

Crypto, US stocks and commodities, each over its last 24 hours.

Crypto

Contract	Impact, 24h
Bitcoin USDT perp · Binance	0.047bps per $1M
Ether USDT perp · Binance	0.14bps per $1M
Zcash USDT perp · Binance	2.2bps per $1M

US stocks

Contract	Impact, 24h
SanDisk USDT perp · Binance	4.3bps per $1M
Micron USDT perp · Binance	15bps per $1M
SanDisk USDC perp · Hyperliquid	19bps per $1M
Nvidia USDT perp · Binance	14bps per $1M
Nasdaq 100 ETF USDT perp · Binance	4.1bps per $1M

Commodities

Contract	Impact, 24h
Gold USDT perp · Binance	0.57bps per $1M
WTI crude oil USDT perp · Binance	13bps per $1M
Brent crude oil USDT perp · Binance	17bps per $1M
WTI crude oil USDC perp · Hyperliquid	23bps per $1M

How it's built

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
Kyle's λ on one minute of trades
kyle_like_lambda=cov(return, signed size) / var(signed size)=1.90e-6
Each trade's return is from the trade before it. Signed size is its quantity in BTC, positive for a taker buy and negative for a taker sell.
Loading 11,692 trades
Step 2
In basis points per $1M
bps per $1M=1.90e-6 × 1,000,000 ÷ $109,927.0 × 10,000=0.173 bps
$1M at the close is that many BTC. OKX is left out because its λ is per contract, not per coin.
Step 3
From 24 hours to one value
A contract's index is the median of its λ in bps per $1M, each bar converted at its own close over the last 24 hours of 5-minute bars. The chart at the top of this page plots those bars.
The API serves kyle_like_lambda at every interval from 1 minute to 1 day.

Every field of the dataset, built step by step: Price impact

Get the Aperiodic Impact Index

In the APIimpact.kyle_like_lambda

For every perp we cover, at intervals from 1 minute to 1 day. On Binance and Hyperliquid, λ × 1,000,000 ÷ close × 10,000 gives bps per $1M.

In Pro and up, from $199/month billed yearly.

Get it with Pro See the dataset

The example needs no key and returns the free sample: BTC-USDT on Binance, 5m bars, May 2025.

Or have your agent pull the last 30 days. Start in Claude Claude Code Codex See the prompt

# 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 impact --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"

Where $1M of flow moves the price least and most

The 148 contracts with at least $10M of 24-hour volume, ranked by impact.

DELAYED 15 MINto 22:50 UTCUpdates by itself every 5 minutes

Lowest impact

Contract	Venue	Impact, 24h	24h volume
Bitcoin USDT	Binance	0.047 bps per $1M	$2.58B
Ether USDT	Binance	0.14 bps per $1M	$1.91B
Bitcoin USDC	Binance	0.21 bps per $1M	$577.3M
Gold USDT	Binance	0.57 bps per $1M	$161.5M
Bitcoin USDC	Hyperliquid	0.58 bps per $1M	$551.9M
Ether USDC	Binance	0.61 bps per $1M	$610.3M
Zcash USDT	Binance	2.2 bps per $1M	$1.40B
XAUT USDT	Binance	3.9 bps per $1M	$13.1M
Nasdaq 100 ETF USDT	Binance	4.1 bps per $1M	$31.8M
SanDisk USDT	Binance	4.3 bps per $1M	$341.8M

Highest impact

Contract	Venue	Impact, 24h	24h volume
HMSTR USDT	Binance	11,416 bps per $1M	$10.6M
SIGN USDT	Binance	3,919 bps per $1M	$17.0M
UAI USDT	Binance	3,117 bps per $1M	$69.6M
CARV USDT	Binance	3,006 bps per $1M	$17.9M
AIO USDT	Binance	2,499 bps per $1M	$13.4M
Q USDT	Binance	2,149 bps per $1M	$16.2M
ANT USDC	Hyperliquid	2,065 bps per $1M	$14.2M
AIOT USDT	Binance	2,039 bps per $1M	$21.6M
CLANKER USDT	Binance	1,933 bps per $1M	$11.4M
KOMA USDT	Binance	1,881 bps per $1M	$34.9M

The other indices

Aperiodic Cost IndexWhat does crossing the spread cost?Aperiodic Depth IndexHow much is quoted at the best bid and ask?

As of 22:45 UTC, 15 minutes behind. Each value is one contract’s last 24 hours of 5-minute rows. The charts plot those rows.

Aperiodic Indices · Impact

How far does $1M of net taker flow move the price?

Get it through the API All indices

Aperiodic Impact Index, last 24 hours

DELAYED 15 MINto 22:50 UTCUpdates by itself every 5 minutes

0.047bps per $1MBitcoin USDT perpetual on Binance

The Aperiodic Impact Index is how far $1M of net taker flow moves the price, in basis points, for crypto and RWA perps on Binance and Hyperliquid.

Column: impact.kyle_like_lambda
Unit: Basis points per $1M of net taker flow
Per contract: 24h median of 5-minute rows
In the API: Every interval from 1m to 1d
Plan: Pro and up

Impact on the busiest perps

Crypto, US stocks and commodities, each over its last 24 hours.

Crypto

Contract	Impact, 24h
Bitcoin USDT perp · Binance	0.047bps per $1M
Ether USDT perp · Binance	0.14bps per $1M
Zcash USDT perp · Binance	2.2bps per $1M

US stocks

Contract	Impact, 24h
SanDisk USDT perp · Binance	4.3bps per $1M
Micron USDT perp · Binance	15bps per $1M
SanDisk USDC perp · Hyperliquid	19bps per $1M
Nvidia USDT perp · Binance	14bps per $1M
Nasdaq 100 ETF USDT perp · Binance	4.1bps per $1M

Commodities

Contract	Impact, 24h
Gold USDT perp · Binance	0.57bps per $1M
WTI crude oil USDT perp · Binance	13bps per $1M
Brent crude oil USDT perp · Binance	17bps per $1M
WTI crude oil USDC perp · Hyperliquid	23bps per $1M

How it's built

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
Kyle's λ on one minute of trades
kyle_like_lambda=cov(return, signed size) / var(signed size)=1.90e-6
Each trade's return is from the trade before it. Signed size is its quantity in BTC, positive for a taker buy and negative for a taker sell.
Loading 11,692 trades
Step 2
In basis points per $1M
bps per $1M=1.90e-6 × 1,000,000 ÷ $109,927.0 × 10,000=0.173 bps
$1M at the close is that many BTC. OKX is left out because its λ is per contract, not per coin.
Step 3
From 24 hours to one value
A contract's index is the median of its λ in bps per $1M, each bar converted at its own close over the last 24 hours of 5-minute bars. The chart at the top of this page plots those bars.
The API serves kyle_like_lambda at every interval from 1 minute to 1 day.

Every field of the dataset, built step by step: Price impact

Get the Aperiodic Impact Index

In the APIimpact.kyle_like_lambda

For every perp we cover, at intervals from 1 minute to 1 day. On Binance and Hyperliquid, λ × 1,000,000 ÷ close × 10,000 gives bps per $1M.

In Pro and up, from $199/month billed yearly.

Get it with Pro See the dataset

The example needs no key and returns the free sample: BTC-USDT on Binance, 5m bars, May 2025.

Or have your agent pull the last 30 days. Start in Claude Claude Code Codex See the prompt

# 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 impact --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"

Where $1M of flow moves the price least and most

The 148 contracts with at least $10M of 24-hour volume, ranked by impact.

DELAYED 15 MINto 22:50 UTCUpdates by itself every 5 minutes

Lowest impact

Contract	Venue	Impact, 24h	24h volume
Bitcoin USDT	Binance	0.047 bps per $1M	$2.58B
Ether USDT	Binance	0.14 bps per $1M	$1.91B
Bitcoin USDC	Binance	0.21 bps per $1M	$577.3M
Gold USDT	Binance	0.57 bps per $1M	$161.5M
Bitcoin USDC	Hyperliquid	0.58 bps per $1M	$551.9M
Ether USDC	Binance	0.61 bps per $1M	$610.3M
Zcash USDT	Binance	2.2 bps per $1M	$1.40B
XAUT USDT	Binance	3.9 bps per $1M	$13.1M
Nasdaq 100 ETF USDT	Binance	4.1 bps per $1M	$31.8M
SanDisk USDT	Binance	4.3 bps per $1M	$341.8M

Highest impact

Contract	Venue	Impact, 24h	24h volume
HMSTR USDT	Binance	11,416 bps per $1M	$10.6M
SIGN USDT	Binance	3,919 bps per $1M	$17.0M
UAI USDT	Binance	3,117 bps per $1M	$69.6M
CARV USDT	Binance	3,006 bps per $1M	$17.9M
AIO USDT	Binance	2,499 bps per $1M	$13.4M
Q USDT	Binance	2,149 bps per $1M	$16.2M
ANT USDC	Hyperliquid	2,065 bps per $1M	$14.2M
AIOT USDT	Binance	2,039 bps per $1M	$21.6M
CLANKER USDT	Binance	1,933 bps per $1M	$11.4M
KOMA USDT	Binance	1,881 bps per $1M	$34.9M

The other indices

Aperiodic Cost IndexWhat does crossing the spread cost?Aperiodic Depth IndexHow much is quoted at the best bid and ask?

As of 22:45 UTC, 15 minutes behind. Each value is one contract’s last 24 hours of 5-minute rows. The charts plot those rows.

Crypto

US stocks

Commodities

Kyle's λ on one minute of trades

In basis points per $1M

From 24 hours to one value

Lowest impact

Highest impact

Crypto

US stocks

Commodities

Kyle's λ on one minute of trades

In basis points per $1M

From 24 hours to one value

Lowest impact

Highest impact