Quansium Series A BacktestThis comes with preconfigured setups or strategies. Simply choose one from our list based on the timeframe it was made for. Leverage can be changed; to keep trading safe, a maximum of 2 is allowed. In our findings, this was able to trade crypto (specifically BTC ), MES (Micro E-mini S&P 500 Index Futures ), and stocks. It is important to know that setups A, B, C, and D use variable position sizing, and dynamic stop loss/trailing stop/take profit, these parameters are provided through the alerts. The rest of the strategies were created with a simpler approach in mind, just plainly entry/exits signals.
Quansium as a framework:
Price reformat: we take the price source (Open, Close, High, Low) and remove any noise that affects the accuracy of our signals.
Time awareness: we take several time periods of the data on the chart such as start, end, and whole. We use this to add more depth to our signals.
Position size: our backtest tries to recreate as much as the real world trades as possible so our position is determined by the current equity. We also use the volatility of the market to increase or decrease our exposure or risk.
Risk awareness: stop loss, take profit, trailing stop are the risk exits we use to provide our users some peace of mind. These parameters are totally dynamic and follow the same behavior of the market.
Signals filtering: to make almost non-existent any errors and increase the quality of our trades, our indicators go through multiple phases, this avoid double entries or early exits, and help maintain a record of what has transpired and what’s currently taking place.
Indicators: whenever we can we use custom code or our own functions instead of the defaults ones provided. This gives us total control of what we’re trying to achieve. In many cases we tend to combine several indicators’ logic into one creating a more personalized take on it.
Easiness: since we started our main goal has been to provide the easiest and fastest way to alerts’ creation. It has taken us years to reach this level where now we already provide a list of preset strategies so the user doesn’t have to spend much time tinkering with scripts and more on other matters, because we know life is more than just trading.
Raw signals: we provide the option to turn off as much of our advanced features such as stop loss, take profit, trailing stop, dynamic sizing, etc, etc for a simple approach. Trade signals still go through the signals filtering method mentioned above,
Timeframe pairing: we take trading very seriously, by no way we’ll want the user to lose money (although such thing is expected because past results aren’t an indicative of futures ones), through years of experience we have found what are usually common mistakes the user makes, this feature allows us to only activate the strategy if the right timeframe is chosen.
Trend filters: through the years we have improved the arts of the trend. We like to keep things simple but yet powerful. We observe the macro and micro trend of the security. This helps confirm we are entering at the desirable timing. We also incorporate volume and volatility into decision making, we simply programmed it to trade when these are increasing and higher than the average values observed in both the short and long term. Finally we take into account the strength of the pair to make our final choice of whether to enter or wait, and if anything flashes contrary movement then we cancel the upcoming signal and stop monitoring until the next one comes along.
Full automated risk: stop loss, take profit, and trailing stops usually are set in percentages, and optimized even more using the current market behavior to become more adaptive. But always remains some sort of fixation, so the user must choose a value somewhere. This is where our framework shines the most, as previously mentioned before when we take time into our calculations, we use several periods to observe performance and get values that keep our risk exits natural and closest to the flow of the market itself.
Setups:
A: Centered oscillator with the difference of several moving averages with more sensitive settings. Momentum focused.
B: Centered oscillator using simple moving averages. Trend-Following focused.
C: Centered oscillator using smoothed data with the help of faster moving averages. Trend-Following focused.
D: Centered oscillator with the difference of several moving averages with less sensitive settings. Trend-Following focused.
E: Centered oscillator with the difference of moving averages where the standard deviation is applied first. It uses less sensitive settings. Trend-Following focused.
F: Finds the relationship between multiple readings of the price’s relative strength to better pin-point downs and ups. Trend-Following focused.
G: Centered oscillator with the difference of moving averages where the standard deviation is applied first. It uses more sensitive settings. Momentum focused.
H: Multiple centered oscillators using various moving averages. Trend-Following focused.
I: Centered oscillator using simple moving averages. Momentum focused.
Note: The framework is composed of almost 1000 lines of code as compared to each indicator that makes up the setup which is around 10. The power from Quansium doesn't come from the strategies themselves but rather the overall system that turns simple signals into complex and advanced trades.
Strategy Tester:
Initial Capital: chosen value is $20,000, as an approximate to Bitcoin’s ATH (All-Time High). In previous iterations we noticed some trades won’t go through if the capital was less than the ATH.
Order Size: 100% of equity (although the script controls this, and this is of no regards to the results).
Pyramiding: 1, system doesn’t place multiple entries in a row, only one at a time.
Commission: This simulates order execution with custom trading fees. Commissions are turned off by default because this script works in various markets and each operates differently. In order to reach results that are close to real world conditions, it is imperative the user fills this based upon their broker or exchange data.
When we started, we were focused on finding the best indicator, or creating it ourselves. After years we came to realize that the secret is not in which indicator you use but the framework behind it. All strategies have bad, good, best, worst performance periods. The key of a good system is to help keep you safe when it’s down and maximize your potential when it’s up. We hope this material at the very minimum inspires you to keep going and not lose faith, because it is not the smartest who win but those who persevere.
Btc!
OCC Trend Combo 1 day BTC MoonflagRuns on BTC 1 DAY (NOTE USE THIS NOT THE PREVIOUS VERSION - DEFAULTS TUNED TO 1 day BTC HERE)
USE DEFAULT SETTINGS
The strategy is to maximise the profit for OCC longs (ALMA algo)
Longs start when the price action settles around the ALMA OCC, then typically breaks up
Then follow the trend indcator (blue/orange)
Shorts normally happen when the price action crosses below the ALMA OCC, although these initiate faster than the 1 day time setting - so watchout for shorts - are harder to predict than longs
So this catches most of the big move longs at their initiation
CRYPTO HA Strategy money maker long termToday I bring you another amazing strategy.
Its made of 2 EMA in this case 50 and 100.
At the same time, internaly for candles we calculate the candles using the HA system ( while still using in live the normal candles). This way we can assure that even if we use HA candles, we avoid repainting, and its legit.
We first calculate the HA candles based on the EMA 50 values, and after that , we use that candle properties to apply to EMA 100.
Once we have that, for entries we have the next conditions :
sell = o2 > c2 and o2 < c2 and time_cond
buy = o2 < c2 and o2 > c2 and time_cond
For sell : Our open from HA 100 is bigger than Close from ha 100, and the previous open is smaller than previous close
For long : Our open from ha 100 is smaller than close from ha 100 and the previous open is bigger than previous close.
Then we have 2 options :
If we wnat to go only long , which is my prefered version ,or the original one where we go both long and short.
I found that the best results are in general around bigger timeframes, 1h+ , 3h works the best so far on my tests.
For exit we have 2 versions :
1 lets say we had a long signal, as soon as we have a short signal we close the trade. Viceversa for short.
2. Is based on price % movement. In this case I use 7.5% price movement of asset.
We have no TP in use for this system.
For the purpose of this test I use 10.000 $ account. For test I use 100% of it, without any leverage.
I use the SL based on price movement , which is a very risky tool, since it can fluctuate even at 20-30% of our capital.
For comission I used 0.1% for each deal, and a slippage of 5 points.
Be cautious with this system !
If you have any questions , message me.
Crypto MultiTrend multi timeframesHello, today I bring you another crypto strategy which can work with multiple timeframes and most of crypto currencies
Its made entirelly of multiple EMA , of different lengths : like super fast, fast, normal, slow and very slow
We also combine a little bit of price action together with the trend direction both for entry and for exits, to have a more precise control.
The rules for long close is above all EMA's, they are in ascending order and the at same time close is bigger than the previous high, and previous high > second previous high, close > 3rd previous high , close > 4th previous high, close > 5th previous high, 5th high > 6th high.
For short we have the same, but instead of high, we use lows, and instead of > we use < .
As exit we have 2 conditions for long and 2 for short
To exit long we have : super fast ema < fast ema and fast ema < normal and normal < slow ema. For short, they would be the opposite, using > sign.
The second exit for long is when our current low crosses below 4 of ours EMA during the same candle. For short, is when the high crosses above 4 of ours EMA during the same candle.
CAUTIOUS : Currently it uses not risk management system, so in this current condition is extremely risky . Be careful
If you have any questions lets me know
Daily Crypto StrategyThis is a long only strategy.
This strategy measures and creates a signal when an asset is moving out of a correlation with CBOE VIX into an inverse correlation.
It also has a risk management with TP/SL based on percentages.
If you have any questions let me know.
Bitcoin Estimated Transaction FeeThis is the estimated fee you can expect to pay to have your bitcoin transaction confirm in 1 block. The estimation is derived from the daily total revenue miners received divided by the daily total number of transactions.
An option to change to a different currency is provided.
Notes on transaction fees:
Most exchanges do not provide an option to change the fee amount, and charge a static fee. A notable exception is Deribit.
The newer Bech32 wallet format, also known as native or SegWit, use a lower fee for the same transaction as legacy addresses. The addresses start with "bc1".
Mania was $60 USD to move bitcoin to an exchange you've only just heard of to buy a different coin with funny name :)
CRYPTO Trend Direction Multiple EMA'sToday I bring an indicator specialized in crypto markets.
Its made of multiples EMA : very fast, fast, normal, slow, very slow
The logic behind its simple :
For long : we check that the EMA are in ascending order like EMA 5 > EMA 10 > EMA 20 .... and at the same time that last close of candle is above all of them.
For short : we check that the EMA are in descending order like EMA 5 < EMA 10 < EMA 20 .... and at the same time last close of candle is below all of them.
It can be used with all time frames.
Enjoy it !
DD_ScalpDD_Scalp is a buy/sell trading strategy based on momentum from breakout levels. It works well on 1D and 4H timeframes. It is a helpful indicator for scalping short range profits on a daily basis or for booking profits in a high time frame setups such as those given by my DD_Echo indicator. It works for all major cryptos such as BTC, ETH, LINK, and other alts. It also works for forex.
If you want to access this, please DM me.
DMI+ADX w/ Slope Colour & Fib LevelsThis is a DMI+ADX with colours based on the slope of the plot, with Fibonacci levels.
It makes it easier to see what is happening with a quick glance. I have also added Fib levels as an experiment, but when doing some backtesting they seem to line up reasonably well with past price movements. They can be used to see possible reversal areas, or as thresholds to gauge how strong the trend is. Fibs play a big role in the markets for some reason and I have seen them applied to more than PA with good results, but I know it will not fit into every strategy. The more standard settings for the thresholds are 25,50,75 and you can change them to those if you want, but I suggest taking a look at the Fib version first.
The ADX smoothing is set up for Crypto trading on Mid to High TFs. If you are trading sub 1hour charts I would suggest changing it to 3-4. If you are trading traditional markets it is probably a good idea to have it set somewhere between 6-14 (default is 14), but I am not a professional so please do your own testing and research.
Colours:
ADX going up = Green
ADX going down = Red
DMI+ going up = Bright Aqua
DMI+ going down = Turquoise / Dark Aqua
DMI- going up = Bright Purple
DMI- going down = Dark Purple
(if someone finds a better colour system please let me know as it is tricky to get it looking good without being unicorn puke)
This is my first script and I am just beginning to learn PineScript so somethings may have been done in an unorthodox manner but I believe everything is working as it should, however, I am happy to make any improvements. I'm interested in what people think of the Fib levels on this indicator and would love to hear people opinions and results in the comments.
Micro Strategy PremiumSince the decision to buy 38,250 Bitcoin under their new treasury policy. Micro Strategy has become an easy and tax efficient way for many investors to gain an exposure to Bitcoin.
This script displays:
- Micro Strategy premium vs price of BTCUSD (CME)
- Micro Strategy premium vs price of BTCUSD (CME) minus Nasdaq 100 (QQQ ETF). A straightforward method to detach Micro Strategy’s share price from the overall performance of the US tech sector. This could potentially give you a more accurate premium.
- Micro Strategy’s 38,250 BTC as a percentage of their Market Cap
This script also acknowledges that Micro Strategy should be renamed “Macro Strategy” and that Michael Saylor is a living legend.
OnTheMoveWith this plot one is able to compare the different % change in the given time frame. It calculates the sma of a given period (defval = 7) for the close/open.
Strategy would be to choose (trade) from one to other asset in order to get higher rates when pumping or lower when dumping.
The Symbol & exchange has to be specified.
defSymbols = BTC, ETH and LINK
defExchange = BINANCE
GBTC Fomo Panic PremiumIt is rumored that GBTC price action leads the Bitcoin market. This indicator compares GBTC fomo/panic levels to the (Binance) BTC spot market. Fomo is measured as large percentage moves of the high price from the min over a look-back period. Panic is measured as large percentage moves of the low price from the max over a look-back period. A prime example of this indicator's usage would be as a sell signal confirmation during the 2020 pre-Thanksgiving panic exhibited on the 1-hour chart while the 20 EMA was still above the 99 SMA.
You can customize the leading and lagging markets and the length of the lookback period. I would love to hear what parameters, markets and timeframes work for you. Maybe there is a way to leave comments, or hit me up on Twitter: @thirdreplicator
May you profit and enjoy.
[5F] Total circulating Bitcoin-═════════════════════════-
📋 Description :
This script displays several informations about Bitcoin :
the maximum number of Bitcoin
number of mined BTC
number of unmined BTC
calcul them in %
shows the previous halving date
📆 Note : need to be in dayli resolution or higher
Thanks to all Pinecoders who share their work with the community.
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BTC and ETH Long strategy - version 2I wrote my first article in May 2020. See below
BTC and ETH Long strategy - version1
After 6 months, it is now time to check the result of my script for the last 6 months.
XBTUSD (4H): 14/05/2020 --> 22/11/2020 = +78% in 4 trades
ETHXBT (4H): 14/05/2020 --> 22/11/2020 = +21% in 9 trades
ETHUSD (4H): 14/05/2020 --> 22/11/2020 = +90% in 6 trades
Using the signals from this strategy to trade manually has shown that this was a bit frustrating because of the low rate of winning trades.
If you have to enter 100 trades and see 75% of them failing and 25% winning, this is frustrating. For sure the strategy makes good money but it is difficult to hold this mentality.
So, I have reviewed and modified it to get a higher winning rate.
After few days of work, tests and validation, I managed to get a wining rate close to 60%.
The key element was also to decrease the number of trades by using a higher time frame. (4H candles instead of 2H candles).
- Entry in position is based on
MACD, EMA (20), SMA (100), SMA (200) moving up
AND EMA (20) > SMA (100)
AND SMA (100) > SMA (200)
- Exit the position if: Stoploss is reached OR EMA (20) crossUnder SMA (100)
The goal of this new script is to be able to follow the signals manually and only make few trades per years.
I have also validated it against some other altcoins where some are giving very good results.
Here are some results for 2020 (from 01/01/2020 until now (22/11/2020). Those results are the one I get when using 4H candles.
ETH/USD: +144% in 8 trades.
BTC/USD: +120% in 7 trades.
ETH/BTC: +33% in 9 trades.
ICX/USD: +123% in 10 trades.
LINK/USD: +155% in 11 trades.
MLN/USD: +388% in 8 trades.
ADA/USD: +180% in 7 trades.
LINK/BTC: +97% in 10 trades.
The best is that above results are without considering compound effect. If you re-invest all gains done in each new trade, this will give you the below results :)
ETH/USD: +189% in 8 trades.
BTC/USD: +260% in 7 trades.
ETH/BTC: +29% in 9 trades.
ICX/USD: +112% in 10 trades.
LINK/USD: +222% in 11 trades.
MLN/USD: +793% in 8 trades.
ADA/USD: +319% in 7 trades.
LINK/BTC: +103% in 10 trades.
As you can see, the results are good and the number of trades for 11 months is not big, which allows the trader to place orders manually.
But still, I'm lazy :), so, I have also coded this strategy in HaasScript language which allows you to automate this strategy using the HaasOnline software specialized in automated crypto trading.
I hope that this strategy will give you ideas or will be the starting point for your own strategy.
Let me know if you need more details.
Buy/Sell ZonesEN:
This indicator is made to display main buy/sell zones of an asset. The core parameters are: Price, Volume and Donchian Channels.
It is more trend-based and may be suitable for swing traders or those who trade higher timeframes (1D and above).
The plotted colors display the dominance of buyers, sellers or indecision on the market at the current timeframe.
If the zone is green - consider opening Long/Buy positions.
If the zone is red - consider opening Short/Sell or scale out your position.
The white zone displays indecision between Bulls and Bears - consider not to take any trades within white zone.
RU:
Этот индикатор показывает зоны покупателя/продавца выбранного актива. Основные параметры расчета: Цена, Объем и Каналы Дончиана.
Он является индикатором трендового анализа и больше подходит для свинг-трейдеров или тех, кто торгует на старших таймфреймах (от 1Д).
Отображаемые цвета показывают доминацию продавца, покупателя или неопределенность на рынке в конкретный временной период.
Зеленая зона указывает на преобладание покупателя - возможно открытие длинных позиций/покупок .
Красная зона указывает на преобладание продавца - потенциальный момент для открытия коротких позиций/продаж или сокращения своих длинных позиций/покупок .
Белая зона указывает на неопределенность на рынке - в этой зоне лучше не предпринимать никаких торговых решений .
EN: This indicator may be used for Crypto markets
RU: Этот индикатор можно использовать для криптовалютных рынков
BITSTAMP:BTCUSD
BITSTAMP:ETHUSD
COINBASE:COMPUSD
EN: Stocks, CFD and commodities
RU: Акций, CFD и рынков сырьевых товаров
FOREXCOM:SPXUSD
NASDAQ:TSLA
NYSE:BA
NASDAQ:EBAY
FOREXCOM:XAUUSD
EN: Consider using it with respect to Your trading style, money- and risk-management as well as other indicators
RU: Используйте этот индикатор в соответствии со своим стилем торговли, риск-, мани-менеджментом и другими индикаторами.
[5F ] Number of Bitcoin wallets-═════════════════════════-
This is a simple script that displays the total number of Bitcoins wallets based on the data provided by Quandl.
Use it in dayli resolution minimum
Refresh every day
Thanks to all Pinecoders who share their work with the community.
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General Accumulation Evaluation BULL or BEAR Daily TrendGeneral Accumulation Evaluation by Lordchicken aka Chikun
This indicator is ONLY useful on the daily time frame and ONLY on BTC.
It will show you the general trend of BTC.
Basic:
X > 0 = Bullish trend
X < 0 = Bearish trend
X > 0.5 = Overbought
X < -0.5 = Oversold
Advanced:
If X < 0 and tries to go above 0 that's a good place to short
The end of a Bull/Bear trend is often shown with a strong reaction of X going above/beneath 0.
Simple Moving Average + ADX + DMI + Time Range Test
Use long and short moving average to look for a potential price in/out. (default as 14 and 7, bases on the history experience)
ADX and DMI to prevent the small volatility and tangling MA.
This script allows you to set the beginning & end time to test the bullish & bearish market.
If you want an indicator version, here is it.
Thanks.
PT Trend BarsVersion 1.0 of our Trend Bars Indicator offers a visual of the current trend. The purpose of it is to help you avoid counter trading the trend. It will not identify the exact top or bottom, but it will help you identify overall in which direction the market wants to head. High time frame trend bar candles will allow you to ride the wave for multiple weeks.
White candles indicate bullish trend
Black candles indicate bearish trend
Strategy:
Daily is our favorite time frame to use when trying to identify the overall macro trend of the asset. Once we cross bull with three consecutive white candles, we can assume we are bullish until the candles flip bear again (black). On lower time frame, if the candles flip color but the price is going against trend, you can assume we are going for a retest.
This Oscillator is best used with the PT Buy Sell indicators we provide. It offers extra confluence for a stop loss & for a target for swing setups. It is included as part of the library. Just message us for access!
MA+ADX+DMICOINBASE:BTCUSD
BINANCE:BTCUSDT
Use long and short moving average to look for a potential price in/out. (default as 14 and 7, bases on the history experience)
ADX and DMI to prevent the small volatility and tangling MA.
Test it in 4HR, "BINANCE:BTCUSDT"
From 12/1/2017- 11/1/2020 (Mixed Bull/Bear market)
Overall Profit: 560.89%
From 1/1/2018 - 1/1/2019 (Bear market)
Overall Profit: -2.19%
From 4/1/2020 - 11/1/2020 (Bull Market)
Overall Profit: 274.74%
Any suggestion is welcome to discuss.
Bitcoin (BTC) Scalp / Short-term Short IndicatorThe purpose of this scalping Indicator is to help identifying Sell signals for short term trades on Bitcoin (Spot, Features, etc.) .
This script is working with more indicators and everything is balanced by hard work on (back)testing.
Result for users is a simple signal to SELL.
You can use it as easy indicator in your graph or create alerts.
I have the best results on 1min graph, with leverage and stop-loss feature.
This is my own version of scalping Sell Script / Indicator, which is a combination of few indicators, for example RSI , BB and price levels (actual and average) and works on standard candles.
SELL signal paints above the candle and you can set your target / trailing / stop-loss in the settings and check how it works in Strategy Tester.
Settings of this Indicator:
Take Profit
Stop Loss
Trailing Stop Loss
Trailing Stop Loss Offset
Initial Capital
Base Currency
Order size
Pyramiding
Commissions
Slippage
Average price lines (colors and visibility)
Plot background
These signals can be often observed at the beginning of a strong move, but there is a significant probability that these price levels will be revisited at a later point in time again.
Therefore these are interesting levels to place limit orders.
A Sell signal is defined as the last up candle before a sequence of down candles.
In my trading settings I have more but small positions, one safety limit order (for price averaging = better entry - easier close in profit) and stop-loss.
Sometimes trailing-profit feature have very nice profits.
Settings depends on your own money-management and free capital.
Don't ignore UP / DOWN trend. For UP trend I have an Indicator too (check my profile).
In addition to the upper/lower limits of each line, also average value is marked as this is an interesting area for price interaction and better view.
PM me to obtain access, more informations or support.
NOTICE: By requesting access to this script you acknowledge that you have read and understood that this is for research purposes only and I am not responsible for any financial losses you may incur by using this script.
S2F Price LevelsThis is the indicator that plots Bitcoin's Stock to Flow model price and its significant levels.
Grey: S2F price
Green: S2F bottom (S2F multiple of 0.5)
Blue: S2F mode (S2F multiple of 0.67)
Red: S2F top
