How to backtest forex and read the result - tenkofx.com

The best crypto trading bot platform now has a free plan!

What is CLEO.one? CLEO.one, brings powerful, well informed trading automation to independent traders that don’t want to spend time on coding, but need to be present in the markets 24/7, with perfect execution is now free to use when trading on Binance! Strategies are created through simple typing. They can be tested for crypto, forex and stocks, deployed on live trading as crypto bots or paper traded and demoed on real time market conditions. We support the biggest crypto exchanges.
Can I create a grid/dca/specific type of bot? You can create any type of bot you please. The level of flexibility should accommodate any style of trading.
What makes CLEO.one different?
CLEO.one contains more data than any other platform and it can be combined in infinite ways to allow traders to craft any strategy they have in mind. Price action, technical indicators, crypto fundamentals, candlestick patterns, market caps, dominance correlation with other assets – all out of the box.
Trading results are packed with clarity and statistics. This helps you advance your trading by being able to zoom in on any detail, even if you are trading many strategies. CLEO.one lets you test your trading strategies, no matter if they are simple or complex in minutes. Historical data runs back 50 years on the assets that have that much history. You can then automate your trading, or demo your strategies on papertrading.
The first platform that works for crypto, forex and stock traders, allowing them to shrink their strategy creation time by doing it all through simple typing. More data than anywhere else on the web and backtesting so easy that anyone can do it. Independent traders finally get radically better crypto bots and sophistication through simplicity for any asset that they dabble in.
In case you are still trading without a trading strategy, you might find it hard to improve your actions or improve your trading results. CLEO.one features free strategies, all profitable when historically tested that you can modify or straight up trade.
What can I do in CLEO.one? • Create crypto, forex or equities strategies through simple typing • Backtest trading strategies for crypto, forex and equities • Crypto strategies can be automated on the exchange of choice as crypto bots • Place trades with simultaneous Trailing Take Profit and Trailing Stop Loss • Papertrade to test out strategies in current market conditions • Use free, profitable when tested strategies
Who is CLEO.one for? CLEO.one is easy to use and approachable even for traders that are starting out. Under the hood it has more than enough power to satisfy even the most experienced omni-asset traders. • Crypto traders that want to create, test or automate their trading • Forex traders that want to test or papertrade their strategies • Stock traders that want sophisticated asset selection
Who owns my strategy? You do, as stated in our Terms & conditions . Unless it is something super common like “when RSI is above 30.” The algorithm is in CLEO.one and we have permission to run it though our Services. The full Terms & conditions can be found here and are available on every page of the site at the bottom.
How do I get help? - We do free onboarding calls! If you’d like to set up something specific or have a walkthrough we would love to help! - Our responsive staff will answer any question you might have – reach out via chat on CLEO.one. - The CLEO.one helpdesk is always available and growing.
So is it really for free? When trading via Binance it is 100% free. Our subscription plans of €249, €149, and €69 apply only when you do not connect a Binance account. You do need to fulfill 2 conditions for the Binance account: 1. Needs to be created after July 21, 2020 2. Cannot be created using a referral code That’s it! In case you need to create a new account feel free to - no KYC.
You probably still have questions…
Can I make money with your bot? We do not sell a bot, but help you work on your strategies and automate the best. Or place one-off trades with simultaneous (trailing) stop loss and take profit. You become a better trader, you don’t have to rely on shady signals, you get to achieve your long-term trading goals. We do feature strategies that are all tested when profitable and you are free to test them, change them or straight up trade them.
Is it safe? You never transfer any funds to us, everything stays on the exchange.
Do I have to link and account to try the platform? No, we have a freemium version that lets you create strategies and backtest them.
You can find the details here or check out the offer. Thank you! We're happy to help with anything.
submitted by CLEOone to CLEOone [link] [comments]

How To Choose An Automated Trading Platform?

How To Choose An Automated Trading Platform?
When going for an automated trading platform it is very important to look for some important features before you decide on the automated trading platform you want to trade on. Different automated trading platforms offer different services which have their own pros and cons and might suit certain strategies and better than the others.
We have discussed important features that you should consider while choosing an algorithmic trading platform.

Select The Right Automated Trading Platform


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Backtesting

A backtest is a historical simulation of an algorithmic trading strategy to see how it would’ve performed on the data in the past. Backtest results usually show the strategy’s performance in terms of profits and losses and some popular performance statistics like Sharpe Ratio or Information ratio which help to quantify the strategy’s return on risk. Hence a good backtesting software can be a great plus for an automated trading platform. Backtests can be divided into two categories ‘Research Backtesters’ and ‘Event-Driven Backtesting’.

Programming Languages

Choice of programming language is very important while deciding which platform to use for automating your trading strategy. Different languages have different pros and cons. Most commonly used programming languages used for algorithmic trading are C++, C#, Java, R, Python, and MATLAB. You can refer to one of our recent posts on top backtesting platforms where we’ve discussed popular programming languages.

Data

Different automated trading platforms provide access to/support trading/backtesting of certain securities only; some provide specific access to data feeds like Bloomberg and Thomson/Reuters. For instance, there are platforms dedicated to Forex trading or Equities trading only that too in specific markets. You need to make sure what the automated trading platform offers and then decide based on your needs. The frequency of data that you would need should also be taken into account. Some strategies would require daily EOD data while some other strategies might require intraday trading data.

Web-Based Platform

Some automated trading platforms also provide the web-based platform for online trading and backtesting which makes it easy and convenient to access your trading platform anywhere. The web-based platform may have less number of features compared to the desktop trading platform.

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Complexity

Different automated stock trading platforms vary in ease of use. Some platforms may require actual programming expertise while others may not. Most platforms provide a demo version which can help you decide what fits your comfort level. The complexity of platforms can be different for different assets traded, and one should check the different tools & features available to analyze the specific asset class.

Number of Strategies Allowed

Sometimes there might be restrictions on the number of long or short strategies loaded on a particular account and you might need extra accounts for more strategies. You should also check if you have enough memory on your computer for multiple accounts if required as it can be memory intensive. Some platforms also offer their own trading strategies as add-ons which can be subscribed by paying a periodic or one-time fee.

Commissions/Costs

Trading commissions can impact your profits to a great extent. Carefully choose the plan which suits your trading requirements. Also, check if there are initial and/or monthly fees and what is offered against it to make sure you are only paying for services which you actually want.

Technical Support & Customer Service

Automated Trading platforms are expected to have an extremely high “up-time” and rarely go out of service. Before choosing the platform you should check the history of outages and if there have been any other issues in the past, how soon were those resolved, and how knowledgeable and helpful was the support team.
submitted by FmzQuant to CryptoCurrencyTrading [link] [comments]

Python developer looking to partner up to create an automated trading bot

I am a Python developer and have been working with it for the past 2 years. I have created a few of my own trading bots, but none have been successful enough for me to keep up due to the core strategy behind the bots being flawed. This is to be expected as I have no history in finance or trading and therefore do not know which strategies to implement when. I therefore am looking for a partner who has a working strategy to trade either stocks, crypto or forex and is looking to automate it. Looking for a strategy that has a history of profitable trades. We will also go through backtesting together to make sure it works well and make adjustments as needed. Your expertise will be valuable here as we will need to make sure the algorithm isn't overfitted to historical data. The specifics of the partnership can be negotiated and we will make sure it is fair to both parties.
Please don't hesitate to contact me and we can talk more on Skype, Discord or Reddit - which ever you prefer.
submitted by PythonAlgoTrader to algotrading [link] [comments]

Trading Contest: Rules, Benchmarks and Prizes.

I've now arranged at least one backer for the trading contest to provide investment prizes. Some of the details of this may be subject to change. Last week my girlfriend went away on a trip and in the car she took was a bag with two of my phones and one laptop. So I've not yet discussed the finer points of this on the phone with the backer yet, just briefly exchanged some emails and have an agreement in principle. I'll be able to confirm Sunday/Monday when she's back.

Initial Funding Offer

Testing investment of $10,000. Scaling to full investment of $100,000. Further adding of funding up to $1 million.

Requirements

Meet a tier 3 trader benchmark.
Tier 3 traders have to be able to produce an average return of 3% a month and never exceed 10% drawdown.
Results need to be over 9 month - 12 months. The trading data needs to be made available for quant team analysis.

Account Requirements

Results have to be produced on live accounts, with a funding of $1,000 (or more).

If anyone is able to produce solid results but for some reason can not afford to fund this, I am willing to sponsor you for this, providing the seed capital (essentially investing in you). For me to do this, I'll need to see you producing solid results on a demo account for at least 3 - 6 months. If you can, I'll set up something to allow you access to live funds trading without self funding it.

Drawdown Rules

Drawdown will be tracked with professional metrics. This means we are tracking equity drawdown (not balance drawdown), and it mean we're tracking equity drawdown from high water mark.

This means if you open trades and they float against you, but later close profitably the drawdown in running trades is counted as losses. It also means if your trades go into profit and later close at a loss the percentage loss will be from the high in equity. So for example if you go up 2% in equity profit and close 1% loss, you lost 3%. 3% is your high water mark drawdown.

So it is essential you can both control your running equity losses, and efficiently cap losses on unrealised profits.

Markets

The backer is mainly from the Forex world, but also willing to provide backing for results from other markets. So people can trade where they know best.

(Note: For me funding you, I'll probably only be accepting Forex. Logistical reasons).

Toxic Tendencies

Results will be screened by quant team for 'toxic tendencies'. These are known weaknesses in strategies that mean they can produce short term results, but rarely are sustainable. The most common example of this is martingale. Toxic tendencies strategies will be rejected even if they produce good results. If there is any chance at all of them being considered 18 months or more of trading history will be required.

Fresh Accounts

For the purposes of this contest, all accounts will have to be new accounts tracking forward from the start date of the contest. Backtesting or previous forward testing will not be accepted.

Further Funding

The funding available can be further increased if tier 3 benchmarks are passed. Tier 3 is the lowest viable results, with funding usually capped under 5 million (most commonly 1 million). If traders can beat tier 3 results and match tier 2 or even tier 1 results, a lot more funding is available.
As a rule of thumb, tier 2 traders have minimum investments of 5 - 10 million. Tier 1 traders minimum investments of $100 million. I will discuss in more detail with people how to progress through these tiers if and when it is applicable.

Time Scale of Opportunity

This is open indefinitely. The backer will probably be quite happy to offer incentives like this for a long time (profitable traders are worth a lot of money to those who can fund them). Even if for some reason they decide to no longer offer funding, in a few years time I will be in a position where I can allocate large amounts of funds to profitable traders - so I will provide continuity of this offer.

My Benchmarks

As benchmarks, I will provide a few different strategies that I know are suitable for tier 3 trading. It has always been in my plan to provide some strategy write ups for these for people to learn them, and then have them running with ongoing results updates for people to see how they perform. So I will just push on with getting this set up, and then use these strategies as my entries into the contest and setting of tier 3 benchmarks.

Starting Date

ETA for this is probably in the next 3 weeks. This gives me a bit of time to do the strategy write ups and finalise details on funding requirements and scale up of investments. I will update on this when I have a more solid timeline.
submitted by whatthefx to TradingAlerts [link] [comments]

HOWTO download BitMEX historical ETHUSD price data using Python (working code included) for free

Hello! I wrote this HOWTO as part of a series of posts on getting historical tick and bar data for various financial products. I've included some custom python code that connected through the BitMEX API and I thought people here might find it useful!
ETH traders can get minute bar data for entire history of BitMEX's perpetual contract by changing the symbol to "ETHUSD" in the code provided in this post:
HOWTO acquire BitMEX historical price data using Python (working code included) for algo trading and backtesting
Any comments or feedback is welcome! Cheers!
submitted by finance_student to ethtrader [link] [comments]

My experiences of implementing an automated trading bot from scratch

A few weeks ago a friend of mine introduced me to Forex and I immediately wanted to implement a bot for it.
I started to write a backtest + real time trading bot in Rust from scratch.
I went with Oanda because it supports intra day forex data for the last 18 years (Although it is pretty slow). Ducascopy also offers intra day data which I use to initialize my database and Oanda only keeps it up to date. Also Oanda limits history to 5k data points per request.
We currently concentrate on trading strategies for M30 only. We already have a few winning strategies, but the return is very very small. Manual trading at the moment is much more profitable.
Running a strategy with a few indicators is relatively fast. M30 for the last 16 years usually only takes a few ms (single threaded).
The API currently looks like this:
fn run(&self, order: &mut impl Order) { crosses(&self.fast_ema, &self.slow_ema).map(|cross| match cross { Cross::Up => { order.exit_all(Direction::Short); order.enter( Direction::Long, Profit::Stop(self.take_profit), Loss::Stop(self.stop_loss), ); } Cross::Down => { order.exit_all(Direction::Long); order.enter( Direction::Short, Profit::Stop(self.take_profit), Loss::Stop(self.stop_loss), ); } }); } 
The TP and SL only use the close data for the M30 candle. I am still thinking about a good way to get 'real time' data into back testing. I don't think it will impact the performance at all because I only do a few thousand trades in the 16 years, which is nothing.
I have looked into a few databases but I just sort of rolled my own for now. Because I currently focus on M30, I just serialize everything into a single binary file. This will get a bit trickier once I start to work with S1. Either I store the data in chunks, or I'll switch to a real database. I still need to do a few benchmarks to see how much performance I will lose (if any). Iteration speed is the only stat I care about. Also fast indexing for dates would be useful. Which database do you use?
Almost everything is currently single threaded, besides a few threads that collect real time data. I don't think inner parallelism for strategies will be a net benefit and I will only run strategies in parallel in the future.
Indicators with history all use a ring buffer under the hood, which is important if I want to run multiple strategies at the same time, otherwise I would run out of memory very quickly.
I am absolutely not happy with my current plotting implementation. I am just using highstock(a javascript library) but it is not very performant. It works okay for <1KK datapoints. I think in the future I need to split the data into several chunks, and render them separately. I probably will use Qt with its plotting APIs.
Looking back, I really should have done more research, I just found out about algotrading today and I discovered a few good looking libraries like backtrader.
Any feedback is appreciated
submitted by MaikKlein to algotrading [link] [comments]

Avenger Trader Review – Is It Legit or Scam?

A Mechanical System That Really Works or Just a Scam ? Apart from the launch of the Fap Turbo robot, the launch of Forex Avenger was probably the biggest event of the 2008 year in the Forex trading community. The creator of Forex Avenger promised to bring us a trading system that is entirely mechanical with step-by-step, easy to follow instructions and an average success rate of 75% or higher. To find out if all the hype about this system was true, I decided to buy the product and test it myself.
Forex Avenger Did Forex Avenger deliver on its promises? It certainly did..see my full review below for more information. A mechanical system that consistently makes profitable trades is what most Forex traders are after. It is a known fact that even a system with a consistent success rate of 50% can make you money if you use good money management techniques to minimize losses and maximize profits. However, purely mechanical systems that make consistent profits are surprisingly scarce and finding a trader who makes a living from such a system is even harder, but Dave Curran is one such trader and Forex Avenger is the exact system that he uses to make a full time living trading the Forex markets. Forex Avenger is a mechanical Forex trading system that uses easy to follow technical indicators to determine when to buy or sell a currency pair. The system requires absolutely no discretion and the entry/exit rules are completely mechanical, so it is virtually impossible to make a mistake.
Click Here to Visit the Forex Avenger Homepage
What does Forex Avenger Consist Of? Firstly, it is important to note that Forex Avenger is not an automated trading system like Fap Turbo, it is a manual trading system that can be used with any broker, on any trading platform. When you purchase the Forex Avenger product you immediately gain access to the full system, which consists of an 87 page ebook in pdf format, various videos and a number of bonusses. The ebook contains a detailed introduction to Forex trading of around 40 pages, which can be skipped by experienced traders. The core of the Forex Avenger system are made up by the following components:
The Forex Avenger System The main Forex Avenger system trades the EURUSD currency pair on the 1Hour timeframe. The system uses 2 standard indicators to determine entry signals and there are 1-2 trading opportunities every day. Exact profit targets and stop loss values are defined, so once a trade is entered you are done with it until either the stop loss of profit target is hit. One advantage of this system is the fact that you can see when there won’t be a trading opportunity in the near future, so you don’t have to monitor the hourly charts constantly. This system only requires you to look at the charts once every hour, at the close of the hourly candle. The Set ‘n Sleep System The Set ‘n Sleep system uses the same indicators as the main Forex Avenger system, but on the daily charts and a slightly different entry strategy is used. Trading opportunities don’t come often with this system, but all the major currency pairs can be traded, which should present around 2-3 trading opportunities per week. While the main Forex Avenger system requires some attention during the day, the Set ‘n Sleep system is ideal for the part time trader that can only trade after hours. This system only requires you to look at the charts once a day. Training Videos The videos included with the Forex Avenger packages are very detailed and really teaches you everything you need to know about the system. The video series starts with a good introduction where Dave Curran talks a bit about his history as a trader and how the Forex Avenger system was invented. Each of the systems above are then explained in great detail and various sample trades are performed. If you prefer watching video over reading an ebook, then the videos will teach you all you need to know about the system.
Click Here to Visit the Forex Avenger Homepage
Is Forex Avenger Profitable? I have spent a lot of time backtesting this system against historical data and so far I am VERY impressed by the results. Both of the trading systems inside Forex Avenger are completely mechanical and incredibly accurate. The success rate is consistently around 75% and I can easily see how it is possible to achieve the kind of profits that are advertised. I am very excited about forward testing this system and hope to start posting results soon. Check the Forex Avenger category of this blog for my latest feedback.
Conclusions and Recommendations Once you start watching the Forex Avenger videos you quickly realize that Dave Curran is very passionate and proud of his system and that this is not just another hyped up scam that doesn’t deliver. This system caters for both the day trader as well as the part time trader and if what you are looking for is a simple, mechanical trading system that makes consistent profits under any market conditions, then Forex Avenger should be one of the top systems on your list to investigate.
Click Here to Visit the Forex Avenger Homepage
submitted by spicygeeks to AvengerTrader [link] [comments]

How to get FOREX historical data into metatrader? 90% modeling quality Forex Historical Data: how to level up your Forex trading [3 types of the data revealed] Loading MT4 History Data in the Strategy Tester for ... สอน Forex วิธี BackTest และดาวน์โหลด History Data มาลงที่ ... Metatrader 4 - 99% Back-testing in 5 Simple Steps - YouTube How to Download Historic data from IG - YouTube Download historical Forex data for FREE in 3 Simple Steps How to Download Historial Forex Data - Metatrader 4 ... Tutorial - Cara mendapatkan data history yang baik untuk keperluan backtest Backtesting and Historical Data

It is also very important the forex data for the backtest to be with the same timezone with our MetaTrader account. We usually use historical data from MetaTrader. However, when we need, we import better and longer data series. With good data, FSB Pro and EA Studio generate more robust strategies. Then we confirm the backtest in MetaTrader. We believe that only strategies that show good ... When looking at your MT4 charts, sometimes you are only seeing a small part of the complete historical MT4 data. …and that can cause problems. This doesn't matter so much on lower time frames, but when you are looking at the weekly charts, not having all of the available historical Forex charts data can mean that you are missing important support and resistance levels. How Forex tick data can change your Forex vision for best. Forex Tester allows you to import an unlimited number of currency pairs and years of history data in almost any possible text format (ASCII *.csv, *.txt). We strongly recommend importing 1-minute data for accurate testing (it is possible to import higher timeframes but testing results may not be as good). Note: To increase the quality ... Forex data from 95+ contributors (e.g. banks & other market participants) from over 80 international cities; Time stamped to the millisecond; Historical Forex data delivered in ASCII text files for easy integration (e.g. OneTick ®, R, MATLAB ®, MongoDB ®, Kdb+, etc.) Build custom time series via TickWrite ® 7, TickWrite ® Web, or TickAPI ® i'd like to test my EA but I need some charts and data to backtest properly in MT4. I've searched around but cant seem to find a spot on answer that tells me where I can download tick data history. I'm willing to pay for good quality backtest history. Can you guys recommend something ? Cheers Post # 2; Quote; Jan 27, 2019 4:47am Jan 27, 2019 4:47am Teff Joined Dec 2018 Status: Member 3 ... The way backtest works is to use data information on past price changes in tick data history to be used as a tool to test trading strategies before applying it to a live trading account. However, maybe each broker has limited data on past nutritional information, for example, a trader tries to retrieve 2010 data, while it is not available on the platform. So, let say, if you find a new ... BacktestMarket provides high quality historical financial data for backtesting and analysis purpose. Intraday data for Metatrader, Ninjatrader and many other trading platforms

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How to get FOREX historical data into metatrader? 90% modeling quality

Backtesting http://www.financial-spread-betting.com/course/backtest-trading-system.html and HIstorical Data. There is a debate to be had about end of day pri... You may not be seeing all of the Forex historical data that is available and that can be a bad thing. ★ Get clean, Daylight Savings Time adjusted MT4 data he... In this video I explained how to get more years of historical data for backtesting purposes. Do it without an internet conecction On Min 34:37 I start talking about 90% modeling quality. It's a good idea to update your MT4 history data before running any trade simulations. Follow these steps to update your data. "Tools....History Center.....D... Demonstrates how to back-test your Expert Advisers (EAs) with Metatrader and get 99% modelling quality in 5 simple steps. The back-test is executed with qualit... How to Backtest and download forex history data to you computer - Duration: 30:02. Fit Money 62,454 views. 30:02. Get FREE historical data for Amibroker in 3 Simple Steps - Duration: 5:05. ... Tutorial - Cara mendapatkan data history yang baik untuk keperluan backtest. Most of the people who are into Forex are trying to find tick by tick data. The reason for that is simple: good and classy historical Forex rates can guarantee that your backtesting results are ... สอน Forex วิธี BackTest และดาวน์โหลด History Data มาลงที่เครื่องคอมพิวเตอร์ ... Good quality historical price data is a vital part of backtesting a trading strategy. In this video, I show how easy it is to get historic price data from IG In...

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