curl --request GET \
--url https://api.amberdata.com/markets/spot/analytics/trade/vwap \
--header 'x-api-key: <api-key>'
{
"status": 200,
"title": "OK",
"description": "Successful request",
"payload": {
"data": [
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 23:00:00 000",
"totalVolumeUSD": 17077624.10253145,
"twap": 105726.12016666665,
"vwap": 105724.81842395054
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 22:00:00 000",
"totalVolumeUSD": 29901190.234523397,
"twap": 106000.51333333335,
"vwap": 106044.21872588272
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 21:00:00 000",
"totalVolumeUSD": 11549771.859701945,
"twap": 106338.51900000003,
"vwap": 106347.79507951892
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 20:00:00 000",
"totalVolumeUSD": 9735085.984966466,
"twap": 106333.61000000002,
"vwap": 106322.86687463883
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 19:00:00 000",
"totalVolumeUSD": 6827882.382201663,
"twap": 106358.19366666669,
"vwap": 106355.23768030593
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 18:00:00 000",
"totalVolumeUSD": 9869478.716884736,
"twap": 106311.98866666664,
"vwap": 106300.60451925016
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 17:00:00 000",
"totalVolumeUSD": 13292180.074134275,
"twap": 106302.93316666667,
"vwap": 106311.10648933919
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 16:00:00 000",
"totalVolumeUSD": 18507205.192912556,
"twap": 106202.98033333335,
"vwap": 106199.19117720834
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 15:00:00 000",
"totalVolumeUSD": 13773886.83343635,
"twap": 106027.39916666666,
"vwap": 106063.01158809518
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 14:00:00 000",
"totalVolumeUSD": 8186574.408960278,
"twap": 105791.74616666674,
"vwap": 105765.1241644865
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 13:00:00 000",
"totalVolumeUSD": 9083039.802297479,
"twap": 105797.45016666663,
"vwap": 105896.6942760686
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 12:00:00 000",
"totalVolumeUSD": 5633478.100658474,
"twap": 105699.21833333331,
"vwap": 105690.20520154337
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 11:00:00 000",
"totalVolumeUSD": 5376178.2150859935,
"twap": 105624.55266666666,
"vwap": 105653.57221582466
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 10:00:00 000",
"totalVolumeUSD": 4597719.486216294,
"twap": 105252.75383333329,
"vwap": 105229.85623988796
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 09:00:00 000",
"totalVolumeUSD": 7621615.302100955,
"twap": 105310.27333333336,
"vwap": 105300.53282667995
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 08:00:00 000",
"totalVolumeUSD": 2806791.298968891,
"twap": 105506.08466666666,
"vwap": 105498.35833966617
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 07:00:00 000",
"totalVolumeUSD": 3736490.295869334,
"twap": 105520.44233333334,
"vwap": 105527.339573059
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 06:00:00 000",
"totalVolumeUSD": 3972474.0227431855,
"twap": 105580.118,
"vwap": 105562.43588218733
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 05:00:00 000",
"totalVolumeUSD": 5204434.701969851,
"twap": 105599.48866666667,
"vwap": 105601.56391191226
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 04:00:00 000",
"totalVolumeUSD": 4616634.252113115,
"twap": 105597.29466666664,
"vwap": 105588.77625246809
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 03:00:00 000",
"totalVolumeUSD": 3315188.01312173,
"twap": 105504.52783333334,
"vwap": 105508.71296682941
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 02:00:00 000",
"totalVolumeUSD": 4278195.527676096,
"twap": 105584.38616666665,
"vwap": 105596.48203364453
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 01:00:00 000",
"totalVolumeUSD": 5272046.963051804,
"twap": 105640.23016666668,
"vwap": 105617.56397541084
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 00:00:00 000",
"totalVolumeUSD": 7474428.606706913,
"twap": 105572.94466666666,
"vwap": 105572.19499775872
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-07 23:00:00 000",
"totalVolumeUSD": 11810499.390065463,
"twap": 105726.95783333332,
"vwap": 105726.27792341512
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-07 22:00:00 000",
"totalVolumeUSD": 11505596.556401853,
"twap": 105875.62700000002,
"vwap": 105884.83995103992
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-07 21:00:00 000",
"totalVolumeUSD": 7034260.681824598,
"twap": 105883.99866666668,
"vwap": 105883.8105750041
}
]
}
}
The VWAP (Volume Weighted Average Price) for BTC/USDT and other pairs on a crypto exchanges like Binance, is calculated every minute using trade data. VWAP is computed by taking the sum of the product of each trade’s price and size (i.e., trade price × trade volume) within the 1-minute interval, and dividing that by the total traded volume in that same interval. This provides a time-specific average price that accounts for trade size, offering a more accurate reflection of market activity than a simple average. The TWAP users the time-weighted average of the “close” price for each 1-minute candle. We use the close price because it’s the last traded price for that minute, which provides as consistent price that matches the minute’s end as closely as possible.
curl --request GET \
--url https://api.amberdata.com/markets/spot/analytics/trade/vwap \
--header 'x-api-key: <api-key>'
{
"status": 200,
"title": "OK",
"description": "Successful request",
"payload": {
"data": [
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 23:00:00 000",
"totalVolumeUSD": 17077624.10253145,
"twap": 105726.12016666665,
"vwap": 105724.81842395054
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 22:00:00 000",
"totalVolumeUSD": 29901190.234523397,
"twap": 106000.51333333335,
"vwap": 106044.21872588272
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 21:00:00 000",
"totalVolumeUSD": 11549771.859701945,
"twap": 106338.51900000003,
"vwap": 106347.79507951892
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 20:00:00 000",
"totalVolumeUSD": 9735085.984966466,
"twap": 106333.61000000002,
"vwap": 106322.86687463883
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 19:00:00 000",
"totalVolumeUSD": 6827882.382201663,
"twap": 106358.19366666669,
"vwap": 106355.23768030593
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 18:00:00 000",
"totalVolumeUSD": 9869478.716884736,
"twap": 106311.98866666664,
"vwap": 106300.60451925016
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 17:00:00 000",
"totalVolumeUSD": 13292180.074134275,
"twap": 106302.93316666667,
"vwap": 106311.10648933919
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 16:00:00 000",
"totalVolumeUSD": 18507205.192912556,
"twap": 106202.98033333335,
"vwap": 106199.19117720834
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 15:00:00 000",
"totalVolumeUSD": 13773886.83343635,
"twap": 106027.39916666666,
"vwap": 106063.01158809518
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 14:00:00 000",
"totalVolumeUSD": 8186574.408960278,
"twap": 105791.74616666674,
"vwap": 105765.1241644865
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 13:00:00 000",
"totalVolumeUSD": 9083039.802297479,
"twap": 105797.45016666663,
"vwap": 105896.6942760686
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 12:00:00 000",
"totalVolumeUSD": 5633478.100658474,
"twap": 105699.21833333331,
"vwap": 105690.20520154337
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 11:00:00 000",
"totalVolumeUSD": 5376178.2150859935,
"twap": 105624.55266666666,
"vwap": 105653.57221582466
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 10:00:00 000",
"totalVolumeUSD": 4597719.486216294,
"twap": 105252.75383333329,
"vwap": 105229.85623988796
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 09:00:00 000",
"totalVolumeUSD": 7621615.302100955,
"twap": 105310.27333333336,
"vwap": 105300.53282667995
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 08:00:00 000",
"totalVolumeUSD": 2806791.298968891,
"twap": 105506.08466666666,
"vwap": 105498.35833966617
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 07:00:00 000",
"totalVolumeUSD": 3736490.295869334,
"twap": 105520.44233333334,
"vwap": 105527.339573059
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 06:00:00 000",
"totalVolumeUSD": 3972474.0227431855,
"twap": 105580.118,
"vwap": 105562.43588218733
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 05:00:00 000",
"totalVolumeUSD": 5204434.701969851,
"twap": 105599.48866666667,
"vwap": 105601.56391191226
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 04:00:00 000",
"totalVolumeUSD": 4616634.252113115,
"twap": 105597.29466666664,
"vwap": 105588.77625246809
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 03:00:00 000",
"totalVolumeUSD": 3315188.01312173,
"twap": 105504.52783333334,
"vwap": 105508.71296682941
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 02:00:00 000",
"totalVolumeUSD": 4278195.527676096,
"twap": 105584.38616666665,
"vwap": 105596.48203364453
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 01:00:00 000",
"totalVolumeUSD": 5272046.963051804,
"twap": 105640.23016666668,
"vwap": 105617.56397541084
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-08 00:00:00 000",
"totalVolumeUSD": 7474428.606706913,
"twap": 105572.94466666666,
"vwap": 105572.19499775872
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-07 23:00:00 000",
"totalVolumeUSD": 11810499.390065463,
"twap": 105726.95783333332,
"vwap": 105726.27792341512
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-07 22:00:00 000",
"totalVolumeUSD": 11505596.556401853,
"twap": 105875.62700000002,
"vwap": 105884.83995103992
},
{
"exchange": "gdax",
"pair": "btc_usd",
"timestamp": "2025-06-07 21:00:00 000",
"totalVolumeUSD": 7034260.681824598,
"twap": 105883.99866666668,
"vwap": 105883.8105750041
}
]
}
}
[Required] The currency pair for the spot instrument.
[Examples] btc_usd | btc_usdc | eth_usd
[Required] The exchange for which to retrieve listed spot instruments.
[Examples] gdax | okex | binance | binanceus
[Required] Payload only includes data after this date (inclusive).
[Formats] seconds | milliseconds | iso8601
[Examples] 1578531600 | 1578531600000 | 2025-02-27
[Required] Payload only includes data up to this date.
[Formats] seconds | milliseconds | iso8601
[Examples] 1578531600 | 1578531600000 | 2025-02-28
[Optional] Time interval of data frequency for the selected date range.
[Examples] minute | hour | day
[Optional] Time format of the timestamps in the return payload.
[Defaults] milliseconds | ms* | iso | iso8601 | hr | human_readable
[Optional] Users can specify to return all aggregated trades, or trades of a specific size threshold. (0-1k, 1k-10k, 10k-100k, 100k+, ALL) by passing in the lower value of the range 0 | 1k | 10k | 100k | All
The response is of type any
.
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