Hilbert Transform – Instantaneous Trendline
Category: Trend · Updated November 2026
The TAAPI.IO Hilbert Trendline API returns real-time and historical values for the Hilbert Transform – Instantaneous Trendline indicator as JSON, for crypto pairs and US stocks. Send an exchange, symbol and timeframe to get real-time or historical data, with no candles to download and no calculations to maintain.
| Spec | Value |
|---|---|
| Endpoint | GET https://v2.taapi.io/indicator/ht_trendline |
| Outputs | value |
| Markets | Binance, Binance Futures, Bybit, Gate.io, Kraken and US stocks |
| Timeframes | 1m to 1w |
| Delivery | REST, bulk and WebSocket |
Get Hilbert Trendline with one API call
This request returns Hilbert Trendline for BTCUSDT on 1-hour Binance candles. Add your API key to run it here.
curl -G https://v2.taapi.io/indicator/ht_trendline \ -H "Authorization: Bearer YOUR_API_KEY" \ --data-urlencode "exchange=binance" \ --data-urlencode "symbol=BTCUSDT" \ --data-urlencode "timeframe=1h"
import requests
resp = requests.get(
'https://v2.taapi.io/indicator/ht_trendline',
headers={'Authorization': 'Bearer YOUR_API_KEY'},
params={'exchange': 'binance', 'symbol': 'BTCUSDT', 'timeframe': '1h'},
)
print(resp.json())const params = new URLSearchParams({"exchange": "binance", "symbol": "BTCUSDT", "timeframe": "1h"});
const res = await fetch(`https://v2.taapi.io/indicator/ht_trendline?${params}`, {
headers: { Authorization: 'Bearer YOUR_API_KEY' },
});
console.log(await res.json());Hilbert Trendline API response
This response came from the live API on 9 November 2026. Long lists are shortened here.
{
"value": [75330.01342857143],
"timestamp": [1794218400]
}| Field | Type | Description |
|---|---|---|
value | number[] | Hilbert Trendline result |
timestamp | integer[] | Unix time of each candle, in seconds |
Hilbert Trendline API parameters
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
exchange | string | Yes | — | binance, binancefutures, bybit, gateio, kraken or stocks |
symbol | string | Yes | — | Pair or ticker, e.g. BTCUSDT or AAPL |
timeframe | string | Yes | — | 1m 5m 15m 1h 4h 1d 1w |
results | integer | No | 1 | Number of values to return, or max |
backtrack | integer | No | 0 | Candles to skip from the most recent |
What is Hilbert Trendline?
The Instantaneous Trendline, from John Ehlers' Hilbert Transform work, removes the dominant cycle from price to give a smooth trend line that adapts without a user-set period.
Hilbert Trendline formula
| Output | Calculation |
|---|---|
| Trendline | Weighted average of price over the measured dominant cycle length |
How to read Hilbert Trendline in your code
| Signal | Meaning | Condition |
|---|---|---|
| Price above average | Bullish bias | Close above value |
| Price below average | Bearish bias | Close below value |
| Slope | Direction of the trend | Latest value versus the previous one |
Limitations: The Hilbert Transform needs a long warm-up history and can be unstable around sudden price shocks. Nothing on this page is financial advice.
Compare the last two closed Hilbert Trendline values
Use backtrack=1 to skip the candle still forming, and results=2 to compare the last two closed candles. Arrays run oldest first.
curl -G https://v2.taapi.io/indicator/ht_trendline \ -H "Authorization: Bearer YOUR_API_KEY" \ --data-urlencode "exchange=binance" \ --data-urlencode "symbol=BTCUSDT" \ --data-urlencode "timeframe=1h" \ --data-urlencode "results=2" \ --data-urlencode "backtrack=1"
import requests
resp = requests.get(
'https://v2.taapi.io/indicator/ht_trendline',
headers={'Authorization': 'Bearer YOUR_API_KEY'},
params={'exchange': 'binance', 'symbol': 'BTCUSDT', 'timeframe': '1h', 'results': 2, 'backtrack': 1},
)
data = resp.json()
prev, last = data['value']
print('value', prev, '->', last)
print('rising' if last > prev else 'falling or flat')Get historical Hilbert Trendline values
Add results to return a series for backtesting or charting. The last element is the most recent candle.
curl -G https://v2.taapi.io/indicator/ht_trendline \ -H "Authorization: Bearer YOUR_API_KEY" \ --data-urlencode "exchange=binance" \ --data-urlencode "symbol=BTCUSDT" \ --data-urlencode "timeframe=1h" \ --data-urlencode "results=100"
Get Hilbert Trendline for multiple symbols
Combine Hilbert Trendline with other indicators in one request. Each exchange, symbol and timeframe combination is one construct: Basic allows 1 per request, Pro 3 and Expert 10.
curl -X POST https://v2.taapi.io/bulk \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"constructs": [
{
"id": "btc_1h",
"exchange": "binance",
"symbol": "BTCUSDT",
"timeframe": "1h",
"indicators": [
{
"id": "ht_trendline",
"indicator": "ht_trendline"
},
{
"id": "rsi",
"indicator": "rsi"
}
]
}
]
}'Stream Hilbert Trendline in real time
Subscribe over WebSocket to receive new values every 5 seconds while the candle is forming. Streaming supports 1m, 5m, 15m and 1h, and uses interval where REST uses timeframe.
{
"type": "subscribe",
"id": "ht_trendline",
"exchange": "binance",
"symbol": "BTCUSDT",
"interval": "1m",
"indicator": "ht_trendline"
}Hilbert Trendline API FAQ
What does the Hilbert Trendline API return?
It returns value, plus a timestamp for the request. Results are JSON.
Is the latest Hilbert Trendline value final?
No. The newest value belongs to the candle still forming and can change until it closes. Add backtrack=1 to read the last closed candle.
Can I get Hilbert Trendline for US stocks?
Yes. Use exchange=stocks with a ticker such as AAPL. US stocks are included on the Pro plan and above.
Related indicators
- Hilbert Transform – Dominant Cycle Period
- Hilbert Transform – Trend vs Cycle Mode
- MESA Adaptive Moving Average
- Exponential Moving Average
See the full list of indicators, or start for free.