Backtest
This endpoint allows you to get a snapshot of the bot's performance, showcasing its ability to generate profitable positions etc.
Get Backtest Results
GET https://api.aitrade.com/api/get_back_test_data
Query Params
Name
Type
Required
Description
template_id
integer
Unique id of the bot template
initial_fund
float
Fund allocation for the bot
exchange_pair_id
integer
frequency
integer
options are, 1,5,15,60,240,1440
strategy
string
Options are Long, Short
base_order_percentage
integer
Percentage of Fund used for the base order
extra_order_percentage
integer
Remaining Fund not used in base order are used to create extra orders. The number indicates percentage used for the next order.
base_order_type
string
Options static, dynamic. Static will always use the same Base Order Limit set, regardless of the bots performance. Dynamic allows the bot to use profits from it’s previous trades for it’s next trade or lowers the base order if it has encountered a loss previously
order_type
string
Options are limit,market . Limit order is normally used to ensure price level especially when your take profit level is small. Market order is typically used when you need to ensure immediate Filled condition
profit
float
Take profit percentage
stop_loss
float
Stop loss percentage
bot_indicators
Object
indicator_triggers_entry
integer
Number of entry indicators
indicator_triggers_exit
integer
Number of exit indicators
back_test_start
timestamp
Timestamp of start date
back_test_end
timestamp
Timestamp of end date
Bot's Backtest Summary
The backtest performed returned a success code (200) with the key statistics provided for the performance evaluation of the trading bot over a specified time frame. Below is a brief summary of the key metrics:
Total Positions Evaluated: 67
Profitable Positions: 40, indicating a win-loss ratio of approximately 59.7%
Average Return Value: -2.26
Total Performance: -22.62%
Average Deal Duration: About 1 day and 23 hours
Annual Percentage Yield (APY): 0.02%
Average Monthly Deals: 11.23
Maximum Drawdown: 6.31%, reflecting the largest drop from peak to trough during the specified backtest period.
{
"code": 200,
"message": "Success",
"bot": {
"user_id": 1,
"strategy": "Long",
"frequency": "5",
"exchange_id": 1,
"pair_id": 358,
"exchange_pair_id": "358",
"initial_fund": "10000000",
"base_order_percentage": "100",
"base_order_type": "static",
"extra_order_percentage": "25",
"profit": "6",
"stop_loss": "1",
"back_test_time_frame": "365",
"indicator_triggers_entry": "1",
"type": "advance",
"back_test_start": null,
"back_test_end": null,
"dca_setting": {
"entry_type": null,
"value": null,
"value2": null,
"value3": null,
"martingale": 0
},
"bot_indicators": [
{
"bot_id": null,
"name": "Bollinger Band",
"period_num": 20,
"value2": 2,
"value3": 2,
"value4": null,
"value5": null,
"value6": null,
"indicator_id": 1,
"type": "entry"
},
{
"bot_id": null,
"name": "Volume",
"period_num": 2,
"value2": 0,
"value3": 0,
"value4": null,
"value5": null,
"value6": null,
"indicator_id": 6,
"type": "entry"
},
{
"bot_id": null,
"name": "EMA",
"period_num": 50,
"value2": 9,
"value3": null,
"value4": null,
"value5": null,
"value6": null,
"indicator_id": 2,
"type": "entry"
},
{
"bot_id": null,
"name": "MACD",
"period_num": 12,
"value2": 26,
"value3": 9,
"value4": null,
"value5": null,
"value6": null,
"indicator_id": 5,
"type": "entry"
}
],
"back_test": {
"min_idx": 0,
"max_idx": 54790,
"total_position": 27,
"profitable_position": 3,
"positions": [
{
"start_idx": 0,
"return_value": -156248,
"accumulated_asset": 9843752,
"deal_trade_histories": [
{
"name": "SL",
"price": 252,
"quantity": 39062,
"filled": 39062,
"average": 252,
"status": "filled",
"side": "SELL",
"created_at": "2024-05-21 10:20:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 256,
"quantity": 39062,
"filled": 39062,
"average": 256,
"status": "filled",
"side": "BUY",
"created_at": "2024-05-21 09:00:00",
"order_name": "Base"
}
],
"performance": -156248,
"avg_price": 256,
"start_fund": {
"base": 0,
"quote": 10000000
},
"end_fund": {
"base": 0,
"quote": 9843752
},
"timestamp": 1716282000
},
{
"start_idx": 85,
"return_value": 634912,
"accumulated_asset": 10478664,
"deal_trade_histories": [
{
"name": "TP",
"price": 268,
"quantity": 39682,
"filled": 39682,
"average": 268,
"status": "filled",
"side": "SELL",
"created_at": "2024-05-27 09:35:00",
"order_name": "Take Profit"
},
{
"name": "BO",
"price": 252,
"quantity": 39682,
"filled": 39682,
"average": 252,
"status": "filled",
"side": "BUY",
"created_at": "2024-05-21 10:25:00",
"order_name": "Base"
}
],
"performance": 634912,
"avg_price": 252,
"start_fund": {
"base": 0,
"quote": 9843752
},
"end_fund": {
"base": 0,
"quote": 10478664
},
"timestamp": 1716287100
},
{
"start_idx": 8680,
"return_value": -145984,
"accumulated_asset": 10332680,
"deal_trade_histories": [
{
"name": "SL",
"price": 270,
"quantity": 36496,
"filled": 36496,
"average": 270,
"status": "filled",
"side": "SELL",
"created_at": "2024-05-27 09:55:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 274,
"quantity": 36496,
"filled": 36496,
"average": 274,
"status": "filled",
"side": "BUY",
"created_at": "2024-05-27 09:40:00",
"order_name": "Base"
}
],
"performance": -145984,
"avg_price": 274,
"start_fund": {
"base": 0,
"quote": 10478664
},
"end_fund": {
"base": 0,
"quote": 10332680
},
"timestamp": 1716802800
},
{
"start_idx": 8700,
"return_value": -220584,
"accumulated_asset": 10112096,
"deal_trade_histories": [
{
"name": "SL",
"price": 266,
"quantity": 36764,
"filled": 36764,
"average": 266,
"status": "filled",
"side": "SELL",
"created_at": "2024-05-27 10:10:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 272,
"quantity": 36764,
"filled": 36764,
"average": 272,
"status": "filled",
"side": "BUY",
"created_at": "2024-05-27 10:00:00",
"order_name": "Base"
}
],
"performance": -220584,
"avg_price": 272,
"start_fund": {
"base": 0,
"quote": 10332680
},
"end_fund": {
"base": 0,
"quote": 10112096
},
"timestamp": 1716804000
},
{
"start_idx": 8715,
"return_value": -150372,
"accumulated_asset": 9961724,
"deal_trade_histories": [
{
"name": "SL",
"price": 262,
"quantity": 37593,
"filled": 37593,
"average": 262,
"status": "filled",
"side": "SELL",
"created_at": "2024-05-27 10:55:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 266,
"quantity": 37593,
"filled": 37593,
"average": 266,
"status": "filled",
"side": "BUY",
"created_at": "2024-05-27 10:15:00",
"order_name": "Base"
}
],
"performance": -150372,
"avg_price": 266,
"start_fund": {
"base": 0,
"quote": 10112096
},
"end_fund": {
"base": 0,
"quote": 9961724
},
"timestamp": 1716804900
},
{
"start_idx": 8760,
"return_value": -152668,
"accumulated_asset": 9809056,
"deal_trade_histories": [
{
"name": "SL",
"price": 258,
"quantity": 38167,
"filled": 38167,
"average": 258,
"status": "filled",
"side": "SELL",
"created_at": "2024-05-27 16:00:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 262,
"quantity": 38167,
"filled": 38167,
"average": 262,
"status": "filled",
"side": "BUY",
"created_at": "2024-05-27 11:00:00",
"order_name": "Base"
}
],
"performance": -152668,
"avg_price": 262,
"start_fund": {
"base": 0,
"quote": 9961724
},
"end_fund": {
"base": 0,
"quote": 9809056
},
"timestamp": 1716807600
},
{
"start_idx": 10080,
"return_value": -153844,
"accumulated_asset": 9655212,
"deal_trade_histories": [
{
"name": "SL",
"price": 256,
"quantity": 38461,
"filled": 38461,
"average": 256,
"status": "filled",
"side": "SELL",
"created_at": "2024-05-28 13:35:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 260,
"quantity": 38461,
"filled": 38461,
"average": 260,
"status": "filled",
"side": "BUY",
"created_at": "2024-05-28 09:00:00",
"order_name": "Base"
}
],
"performance": -153844,
"avg_price": 260,
"start_fund": {
"base": 0,
"quote": 9809056
},
"end_fund": {
"base": 0,
"quote": 9655212
},
"timestamp": 1716886800
},
{
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"return_value": -155036,
"accumulated_asset": 9500176,
"deal_trade_histories": [
{
"name": "SL",
"price": 254,
"quantity": 38759,
"filled": 38759,
"average": 254,
"status": "filled",
"side": "SELL",
"created_at": "2024-05-29 10:00:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 258,
"quantity": 38759,
"filled": 38759,
"average": 258,
"status": "filled",
"side": "BUY",
"created_at": "2024-05-28 13:40:00",
"order_name": "Base"
}
],
"performance": -155036,
"avg_price": 258,
"start_fund": {
"base": 0,
"quote": 9655212
},
"end_fund": {
"base": 0,
"quote": 9500176
},
"timestamp": 1716903600
},
{
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"return_value": -314960,
"accumulated_asset": 9185216,
"deal_trade_histories": [
{
"name": "SL",
"price": 246,
"quantity": 39370,
"filled": 39370,
"average": 246,
"status": "filled",
"side": "SELL",
"created_at": "2024-05-30 09:00:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 254,
"quantity": 39370,
"filled": 39370,
"average": 254,
"status": "filled",
"side": "BUY",
"created_at": "2024-05-29 10:05:00",
"order_name": "Base"
}
],
"performance": -314960,
"avg_price": 254,
"start_fund": {
"base": 0,
"quote": 9500176
},
"end_fund": {
"base": 0,
"quote": 9185216
},
"timestamp": 1716977100
},
{
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"return_value": -161288,
"accumulated_asset": 9023928,
"deal_trade_histories": [
{
"name": "SL",
"price": 244,
"quantity": 40322,
"filled": 40322,
"average": 244,
"status": "filled",
"side": "SELL",
"created_at": "2024-05-30 10:05:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 248,
"quantity": 40322,
"filled": 40322,
"average": 248,
"status": "filled",
"side": "BUY",
"created_at": "2024-05-30 09:05:00",
"order_name": "Base"
}
],
"performance": -161288,
"avg_price": 248,
"start_fund": {
"base": 0,
"quote": 9185216
},
"end_fund": {
"base": 0,
"quote": 9023928
},
"timestamp": 1717059900
},
{
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"return_value": -165288,
"accumulated_asset": 8858640,
"deal_trade_histories": [
{
"name": "SL",
"price": 238,
"quantity": 41322,
"filled": 41322,
"average": 238,
"status": "filled",
"side": "SELL",
"created_at": "2024-06-10 13:50:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 242,
"quantity": 41322,
"filled": 41322,
"average": 242,
"status": "filled",
"side": "BUY",
"created_at": "2024-05-30 10:10:00",
"order_name": "Base"
}
],
"performance": -165288,
"avg_price": 242,
"start_fund": {
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"quote": 9023928
},
"end_fund": {
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"quote": 8858640
},
"timestamp": 1717063800
},
{
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"accumulated_asset": 8690576,
"deal_trade_histories": [
{
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"price": 234,
"quantity": 42016,
"filled": 42016,
"average": 234,
"status": "filled",
"side": "SELL",
"created_at": "2024-06-11 09:35:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 238,
"quantity": 42016,
"filled": 42016,
"average": 238,
"status": "filled",
"side": "BUY",
"created_at": "2024-06-10 13:55:00",
"order_name": "Base"
}
],
"performance": -168064,
"avg_price": 238,
"start_fund": {
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"quote": 8858640
},
"end_fund": {
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"quote": 8690576
},
"timestamp": 1718027700
},
{
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"deal_trade_histories": [
{
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"quantity": 42372,
"filled": 42372,
"average": 232,
"status": "filled",
"side": "SELL",
"created_at": "2024-06-11 14:45:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 236,
"quantity": 42372,
"filled": 42372,
"average": 236,
"status": "filled",
"side": "BUY",
"created_at": "2024-06-11 09:40:00",
"order_name": "Base"
}
],
"performance": -169488,
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"start_fund": {
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"quote": 8690576
},
"end_fund": {
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"quote": 8521088
},
"timestamp": 1718098800
},
{
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"deal_trade_histories": [
{
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"quantity": 42735,
"filled": 42735,
"average": 230,
"status": "filled",
"side": "SELL",
"created_at": "2024-06-11 16:00:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 234,
"quantity": 42735,
"filled": 42735,
"average": 234,
"status": "filled",
"side": "BUY",
"created_at": "2024-06-11 14:50:00",
"order_name": "Base"
}
],
"performance": -170940,
"avg_price": 234,
"start_fund": {
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"quote": 8521088
},
"end_fund": {
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},
"timestamp": 1718117400
},
{
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"deal_trade_histories": [
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"quantity": 43103,
"filled": 43103,
"average": 226,
"status": "filled",
"side": "SELL",
"created_at": "2024-06-12 09:35:00",
"order_name": "Stoploss"
},
{
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"quantity": 43103,
"filled": 43103,
"average": 232,
"status": "filled",
"side": "BUY",
"created_at": "2024-06-12 09:00:00",
"order_name": "Base"
}
],
"performance": -258618,
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},
"end_fund": {
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},
"timestamp": 1718182800
},
{
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"deal_trade_histories": [
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"quantity": 44642,
"filled": 44642,
"average": 220,
"status": "filled",
"side": "SELL",
"created_at": "2024-06-14 15:45:00",
"order_name": "Stoploss"
},
{
"name": "BO",
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"quantity": 44642,
"filled": 44642,
"average": 224,
"status": "filled",
"side": "BUY",
"created_at": "2024-06-12 09:40:00",
"order_name": "Base"
}
],
"performance": -178568,
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"start_fund": {
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},
"end_fund": {
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},
"timestamp": 1718185200
},
{
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"accumulated_asset": 7731146,
"deal_trade_histories": [
{
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"quantity": 45454,
"filled": 45454,
"average": 216,
"status": "filled",
"side": "SELL",
"created_at": "2024-06-19 09:00:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 220,
"quantity": 45454,
"filled": 45454,
"average": 220,
"status": "filled",
"side": "BUY",
"created_at": "2024-06-14 16:00:00",
"order_name": "Base"
}
],
"performance": -181816,
"avg_price": 220,
"start_fund": {
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},
"end_fund": {
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},
"timestamp": 1718380800
},
{
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"accumulated_asset": 7545962,
"deal_trade_histories": [
{
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"quantity": 46296,
"filled": 46296,
"average": 212,
"status": "filled",
"side": "SELL",
"created_at": "2024-06-19 10:40:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 216,
"quantity": 46296,
"filled": 46296,
"average": 216,
"status": "filled",
"side": "BUY",
"created_at": "2024-06-19 09:05:00",
"order_name": "Base"
}
],
"performance": -185184,
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"start_fund": {
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},
"end_fund": {
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"quote": 7545962
},
"timestamp": 1718787900
},
{
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"accumulated_asset": 7359050,
"deal_trade_histories": [
{
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"average": 210,
"status": "filled",
"side": "SELL",
"created_at": "2024-06-19 15:00:00",
"order_name": "Stoploss"
},
{
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"quantity": 46728,
"filled": 46728,
"average": 214,
"status": "filled",
"side": "BUY",
"created_at": "2024-06-19 10:45:00",
"order_name": "Base"
}
],
"performance": -186912,
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},
"end_fund": {
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"quote": 7359050
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"timestamp": 1718793900
},
{
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"accumulated_asset": 7170374,
"deal_trade_histories": [
{
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"filled": 47169,
"average": 208,
"status": "filled",
"side": "SELL",
"created_at": "2024-06-19 16:00:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 212,
"quantity": 47169,
"filled": 47169,
"average": 212,
"status": "filled",
"side": "BUY",
"created_at": "2024-06-19 15:05:00",
"order_name": "Base"
}
],
"performance": -188676,
"avg_price": 212,
"start_fund": {
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"quote": 7359050
},
"end_fund": {
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"quote": 7170374
},
"timestamp": 1718809500
},
{
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"accumulated_asset": 7837040,
"deal_trade_histories": [
{
"name": "TP",
"price": 224,
"quantity": 47619,
"filled": 47619,
"average": 224,
"status": "filled",
"side": "SELL",
"created_at": "2024-06-24 09:00:00",
"order_name": "Take Profit"
},
{
"name": "BO",
"price": 210,
"quantity": 47619,
"filled": 47619,
"average": 210,
"status": "filled",
"side": "BUY",
"created_at": "2024-06-20 09:00:00",
"order_name": "Base"
}
],
"performance": 666666,
"avg_price": 210,
"start_fund": {
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"quote": 7170374
},
"end_fund": {
"base": 0,
"quote": 7837040
},
"timestamp": 1718874000
},
{
"start_idx": 48965,
"return_value": -178568,
"accumulated_asset": 7658472,
"deal_trade_histories": [
{
"name": "SL",
"price": 220,
"quantity": 44642,
"filled": 44642,
"average": 220,
"status": "filled",
"side": "SELL",
"created_at": "2024-06-24 09:30:00",
"order_name": "Stoploss"
},
{
"name": "BO",
"price": 224,
"quantity": 44642,
"filled": 44642,
"average": 224,
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