Top 10 Best Forex APIs - Rakuten RapidAPI Blog

Interactive Brokers

Interactive Brokers LLC is a U.S.-based brokerage firm. It is often best known for its trader workstation, API's, and low margins. It operates the largest electronic trading platform in the U.S. by number of daily average revenue trades. The company brokers stocks, options, futures, EFPs, futures options, forex, bonds, and funds.
[link]

Best forex broker that has good trading API?

Hello. I'm in the progress of choosing my broker, whereas I'd prefer a REST API but would do with any accessible API at all really, as long it is reliable, has low requirements to be used (in terms of investment etc.), covers the required methods/endpoints, has decent documentation, and lastly that I'm somehow able to connect to the API with Java. I was originally looking to start with Oanda as their API seems great and beginner-friendly with good docs, practice-mode, low minimum deposit amount etc. but got a bit shutdown knowing they had to reduce their leverage to 30:1 with ESMA. I might start out with Oanda to test out my algorithms and success, but I'd need options to go with brokers that aren't affected by ESMA and allows higher leverage, up to 200-500:1, as making good money with 30:1 requires a lot of capital.

From what I've read, the best reliable options for higher leverage is IC Markets, Pepperstone and Dukascopy, atleast those are the ones I see that people recommend and do decent with ratings and leverage. Out of those, only Dukascopy has an easily accessible API (their JForex API) which I find very weird. Pepperstone and IC Markets has cTrader cAlgo support, but I do not want to commit my system to a closed-source third-party platform, especially not when I have a great open-source TA library already that is in Java ("ta4j"). These two brokers also has FIX API's, but the Pepperstone one is limited to clients with "$250m trading volume per month", and the IC Markets FIX API seem partly limited in regards to documentation and access. So my question is, do anyone have API experience and can recommend any of these three brokers for my scenario, or can recommend another reputable broker with good API & leverage possibilities?

Tl;Dr which reliable and "good" brokers offer good leverage possibilities (200:1 and up), low spreads & have a good API that can be connected to with Java? Or should I just not care about the API bit and instead make MT4-calls from my Java application? Thanks in advance

Edit: I'm in EU, so I have the option to use ECN brokers
submitted by baksot to algotrading [link] [comments]

What's the best API for algorithmic Forex trading?

submitted by rudyl313 to Forex [link] [comments]

Best forex broker API for creating my own algo trade bot

I am new to trading forex. I have created my own bot and algorithms to trade cryptocurrency based on the Binance API and thought I would translate some of that to forex as well.
I understand there are already platforms out there that allow you to connect to a broker and create algorithms (meta Trader for example) but I would like to create my own.
For those of you familiar with algo trading and working with APIs what is the best broker to start with.
Thanks all
submitted by marchese_fg to Forex [link] [comments]

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APIs offered by brokers and data platforms

I’ve been looking for a broker that has an API for index futures and ideally also futures options. I’m looking to use the API to build a customized view of my risk based on balances, positions, and market conditions.
Searching the algotrading sub I found many API-related posts, but then when I actually read them and their comments, I found they’re often lacking in real substance. It turns out many brokers or data services that have APIs don’t actually support index futures and options via the API, and instead they focus on equities, forex, or cypto. So here’s the list of what I’ve found so far. This isn’t a review of these brokers or APIs and note that I have a specific application in mind (index futures and futures options). Perhaps you’re looking for an API for equities, or you just want data and not a broker, in which case there may be a few options. Also, I’m based in the US so I didn’t really look for brokers or platforms outside the US.
If you have experience with these APIs, please chime in with your thoughts. Also, I may have missed some brokers or platforms. If I did or if you see anything that needs correction please let me know.

Platform Notes
ADM Investor Services No API
Ally Invest Does not support futures instruments
Alpaca Only supports US Equities
Alpha Vantage Does not support futures instruments
AMP Broker with a huge number of platforms available including some with APIs
ApexFutures No API
Arcade Trader No API
AvaTrade Does not support futures instruments
Backtrader Not a data feed; otherwise looks cool but also looks like a one-man shop
Cannon Trading Broker with a variety of platforms, some have API access such as TT
Centerpoint No API
Charles Schwab API does not support futures instruments
Cobra No API
Daniels Trading No API
Discount Trading Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
Edge Clear Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
Eroom Now part of Dashprime. Offer a variety of APIs including CQG, TT, CBOE's Silexx, and others via FIX.
ETNA Trader Only supports equities, options (including multi-legs), ETFs, Mutual Funds (Forex with cryptocurrencies coming soon)
ETrade API seems robust but OAuth authorization needs to be refreshed via login once per 24 hours
Futures Online No API
Gain Capital Futures API available, based on .NET; unsure if they are open to retail clients
GFF Brokers Broker with a large number of platforms including some with API access
High Ridge Futures Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
iBroker API available; contact them for more info
IEX Cloud Looks great but does not support futures instruments
Infinity Futures JSON API available; contact them for more info
Interactive Brokers Client Web API looks promising if clunky
Intrinio Supports futures instruments but is expensive
Koyfin No API
Lightspeed C++ API available
marketstack API for equities available. Does not support futures instruments.
Medved Trader Windows app with a streaming API to various data sources and brokers. See comment below about API beta access.
NinjaTrader Does not support futures options
Norgate Data Not a broker; supports futures data for $270/year
Oanda Forex only; API last updated in 2018
Optimus Futures Broker with a large number of available platforms including some with API access
Phillip Capital Broker with a large number of available platforms including some with API access
polygon.io Expensive but looks slick; does not support futures instruments
Quandl API looks solid; $49/monthly for personal use, does not allow distributing or sharing data; not a broker
Quantconnect Does not expose raw data
Quantopian Does not expose raw data
Quantower Software that connects to multiple brokers and data feeds; API to their software via C# interface
Saxo Markets Broker with extensively documented API
Stage 5 Trading API available through Trading Technologies
Straits Financial Broker with several platforms available including some with APIs such as CQG, R
Sweet Futures Broker with a large number of available platforms including some with API access
TastyWorks There's an unofficial Python API
TenQuant.io Does not support futures instruments
ThinkorSwim Does not support futures instruments via the API
Tiingo Free account tier but does not support futures instruments
TradePro Broker with a number of platforms available; unclear if any are available with API access
Tradier Free developer API account for delayed data but does not support futures instruments
TradeStation Nice looking API docs and supports futures instruments; requires opening an account and a minimum balance of $100k and there’s no trial available
TradeFutures4Less Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
TradingTechnologies API looks robust; pricing starts at $700/month
TradingView Does not expose data API
Tradovate Technologies API exists, documentation unknown; need to talk to their account team
Wedbush Futures Broker with several platforms offered, a few of which have API access
WEX .NET/COM only; pricing not disclosed on website
Xignite Pricing not disclosed on website but they do support futures instruments
Yahoo Finance API Available through RapidAPI or via direct access; but it’s discontinued and unreliable
Zaner Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs

Wow, this list grew longer than I originally thought it would be. If you spot a mistake, please let me know and I’ll correct it.
Edit:
- added Lightspeed API - updated Dashprime to indicate some of the APIs available - added Medved Trader to table - added marketstack to table
submitted by theloniusmunch to thewallstreet [link] [comments]

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API Only Broker

edit to add: Thanks /joeledg for the suggestion on LightSpeed, I looked into them more deeply and have engaged with Robert Morse over on Elite Trader. They do tick off all the boxes (except the last, but that's really last on my list and not important) below. Please ignore the total misinformation (what really is the point of that??) you'll find in the responses below.
https://www.lightspeed.com/automated-trading/
I ignored them before because of lack of API focus, but just found they support colo/cross connect as well as everything else on the list. So that is pretty savvy.
It's possible the retail API trader is too small of a market to focus on exclusively, but that doesn't stop with providing them good service anyways. I still think there's an opportunity there with the right prioritization and engineering team, but that's a different discussion.
--
Looking for a broker, ideally API Only. (Competitive with IB!)
Some ideal features -
Add your ideas, fellow algotraders.
submitted by blazespinnaker to algotrading [link] [comments]

How reliable are free sources for historical data?

Has anyone used free sources like histdata.com, dukascopy, forexsb to train models or backtest their algos?
I am working on training a model to trade forex pairs. Still experimenting with the idea and don’t want to invest in an data api before I have a solid strategy.
Wondering if I can make use of this data to test the model with this data and move on to test the model with something paid afterwards OR just go with a single data source as best practices would say.
Thanks in advance!
submitted by vikas-sharma to algotrading [link] [comments]

Need a futures broker for automatic trading with bash

Hello.
I know more about strategy than programming. I've written a few indicators on TradingView that I'd like to use to trade futures.
Currently, my forex algo Trading is executed on a Linux VPS using bash scripts (curl to the OandA API) whenever my TradingView script generates a trade alert.
I'm looking for a futures broker to trade ES and MES, using the custom indicator I've built and if possible, bash scripts for the order execution.
I'm not aware of which broker(s) meet this requirement.
I'm in the US. I'm skilled with bash/Linux commands line, but not good at all with python. At best, I can hack apart and modify templates and python code. Prefer to write bash.
Thanks!
EDIT: need the ability to both paper trade and live trade.
submitted by rm-rf_iniquity to algotrading [link] [comments]

BrokerXP Reviews

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BrokerXP Slogan

BrokerXP Fees

If trading fees are important to you, then BrokerXP has you covered. BrokerXP offers low spreads that are available to all customers. For forex traders, BrokerXP has no fees at all, this means that you can maximize profits when trading currency pairs. The broker also offers a guaranteed stop-loss order which Is when clients get their stop-loss order rate guaranteed when setting a risk threshold in their position. BrokerXP also offers a 200:1 leverage ratio, which means that for every $1 in your account, you control $200 in the market. So if you are trading and don’t have much capital, you can still generate significant income as your profits can be multiplied by 200x. However, if you are a beginner then it is not advised that you use leverage on your trades. As profits are multiplied, so are losses. Before leveraging, learn the basics and trade using a demo account as this can stop you from losing too much money when you start trading actual capital.

BrokerXP Security

MT4 and BrokerXP have end-to-end encryption that secures trades and funds that are within the trading account itself. Imagine your trading account like a debit card, you wouldn’t put thousands of dollars in your debit card and leave it on a park bench. So when choosing what trading platform you want to go with, make sure that they take the security of your account and funds are serious as you do.
To find more answers please watch this video
https://www.youtube.com/watch?v=VyMdFz8Rh18

BrokerXP MT4

MetaTrader 4 is seen as the flagship trading platform, used by individual traders at home and large institutional investors alike. The platform is available on iPads, iPhones, Android phones, Android tablets, and just about any other web-enabled device. If you want to use the desktop version, instead of the web-app version, then you can download the desktop version and trade from the version. Once you’ve downloaded or loaded the platform, you can log in using your BrokerXP credentials. You can customize the charting interface, changing between light and dark mode, along with some other interface elements. Like with most online platforms, the security flaws come as a result of the customer not securing their side of things. This means that when you are trading, make sure to use long passwords that are difficult to guess and crack. Also, try and avoid trading on public computers as these can lead to your account being compromised.
On MT4 you will notice some phrases on the trading interface, here is some explanation of what they mean. When you see the Symbol tab, this means that you can choose between markets. BrokerXP offers many different trading asset options. You can trade forex, gold, stocks indices, and more. The volume tab is where you decide on your trading size. When you see 1 lot, this is equal to 100,000 units of the base currency. The Type tab is where you decide on your trade execution mode, we advise that you stick to ‘instant execution’ as this will place a trade as soon as your press ‘buy’ or ‘sell’. If you set a ‘pending order’, then the platform will make the trade when the market opens back up. The forex market is open 24/7, so this execution method will rarely be available. Stop-loss is another term that you may see on the MT4 interface, this means that your trades are exited when your profits hit a predetermined point.
Depending on what type of trader you are, the platform will offer you a specific set of charting timeframes that best suit you. For example, if you are day trading you may look at charts on a 10-minute timeframe. MT4 offers charting timeframes for 1 minute, 5 minutes, 10 minutes, 15 minutes, 30 minutes, 1 hour, 4 hours, 1 day, and 1 month. You can also set custom timeframes in case the standard ones are not suitable for your trading technique.
Along with advanced timeframes, MT4 also offers 30 technical indicators such as the Elliot Wave indicator, Bollinger Bands, and pivot points, along with many more. There are also third-party add-ons that can be integrated with the platform in order to customize your interface further. Add-ons like Stealth Orders and Alarm Manager are two of the most popular addons. The first is an extension, Stealth Orders is designed to anonymize trades, with Alarm Manager helping coordinate alerts and notifications. With MT4, you can also create your own extensions using Java API, which is one of the platforms most advantageous features, as it can make everything unique.

BrokerXP Mobile Trading

The MetaTrader 4 mobile app is designed with the main focus being on ease-of-use. The mobile app is packaged with lots of research tools, advanced charts, and watch lists for scanning, with many more features.
When using BrokerXP’s mobile trading app (MT4), the look and feel of the mobile app have the same appearance as the web version. This means that if you know to operate the web-based platform, then the mobile app will be easy for you to grasp. With charting, you are given the same charts that are offered on the web app. However, due to the mobile screen being smaller, carrying out advanced forex analysis may be more difficult on mobile devices. But for making orders, setting stop loss or checking basic tasks, the mobile app is more than capable of doing so. The main benefit of using the mobile app is that you can make trades on the go. You no longer have to be at your computer or office in order to set trades. Let’s say that you make a trade at home then go grocery shopping. Whilst you are out you realize that you didn’t set stop-loss in your rush and your pair is depreciating when you check. Now, you can use your mobile to exit a position immediately, you don’t need to wait until you get home.

BrokerXP Customer Service

BrokerXP has a great dedicated customer service team, they are very professional and offer solutions to all of the problems that you could present them with. If you are a new trader, then you may encounter some problems when trying to get to grips with a new trading platform, so BrokerXP offers extensive educational resources. These educational resources are designed to help people familiarise themselves with the platform and all of the financial assets that are available to be traded on the BrokerXP platform. The MT4 platform also has a customer support team that is able to deal with any questions or issues that you are having on the trading side of things. MT4 also has a community section for traders, where questions about trading can get answered. A community forum is a great place for you to get tips about trading and non-essential things that the customer support team may not need to answer.
For customer service, you could read here and on this link.
To conclude, BrokerXP is one of the best choices for financial asset trading available.
Their low fees and advanced features make it perfect for beginners and pros alike.
For more reviews, you should visit official reviews on the website, Trustpilot and Sitejabber.
We highly suggest visiting also on Patch following links for more info and updated news
https://patch.com/california/los-angeles/calendaevent/20200929/898131/brokerxp-reviews-are-happening
https://patch.com/california/los-angeles/classifieds/announcements/171418/brokerxp-is-having-own-reviews-in-pacific-palisades
submitted by vds_private_server to brokerxpreviewers [link] [comments]

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submitted by ViralMedia007 to FREECoursesEveryday [link] [comments]

Day Trading API Questions

So I've recently become interested in automated Forex day trading using machine learning (My main experience is with deep-learning) and have been searching online for the best broker to start with. But the resources have been overwhelming and I thought to come here to talk with some more experienced people.
On that note, I'm looking for a Broker with...
-An accurate, fast API (I'm looking to pull historical and real-time data to train and use my network on respectively)
-Low-commission rates, I'm not pursuing this with massive capital, so I was hoping to get the lowest commission rate so as to not have my profit margins eaten up
-Decently trustworthy, cause I don't want to get screwed over
-Has Demo and Live accounts both available to the API, cause I would much rather prefer to test my network paper trading first, but not have a big headache over switching it to Live trading

Sorry if these conditions are too specific (Again, new), but any guidance would be really appreciated!

PS: For those with ML experience, I'm thinking about using a genetic algorithm simply because I haven't used them before, would they be complete trash at day trading?
submitted by TooManyUsernames456 to Forex [link] [comments]

Trading economic news

The majority of this sub is focused on technical analysis. I regularly ridicule such "tea leaf readers" and advocate for trading based on fundamentals and economic news instead, so I figured I should take the time to write up something on how exactly you can trade economic news releases.
This post is long as balls so I won't be upset if you get bored and go back to your drooping dick patterns or whatever.

How economic news is released

First, it helps to know how economic news is compiled and released. Let's take Initial Jobless Claims, the number of initial claims for unemployment benefits around the United States from Sunday through Saturday. Initial in this context means the first claim for benefits made by an individual during a particular stretch of unemployment. The Initial Jobless Claims figure appears in the Department of Labor's Unemployment Insurance Weekly Claims Report, which compiles information from all of the per-state departments that report to the DOL during the week. A typical number is between 100k and 250k and it can vary quite significantly week-to-week.
The Unemployment Insurance Weekly Claims Report contains data that lags 5 days behind. For example, the Report issued on Thursday March 26th 2020 contained data about the week ending on Saturday March 21st 2020.
In the days leading up to the Report, financial companies will survey economists and run complicated mathematical models to forecast the upcoming Initial Jobless Claims figure. The results of surveyed experts is called the "consensus"; specific companies, experts, and websites will also provide their own forecasts. Different companies will release different consensuses. Usually they are pretty close (within 2-3k), but for last week's record-high Initial Jobless Claims the reported consensuses varied by up to 1M! In other words, there was essentially no consensus.
The Unemployment Insurance Weekly Claims Report is released each Thursday morning at exactly 8:30 AM ET. (On Thanksgiving the Report is released on Wednesday instead.) Media representatives gather at the Frances Perkins Building in Washington DC and are admitted to the "lockup" at 8:00 AM ET. In order to be admitted to the lockup you have to be a credentialed member of a media organization that has signed the DOL lockup agreement. The lockup room is small so there is a limited number of spots.
No phones are allowed. Reporters bring their laptops and connect to a local network; there is a master switch on the wall that prevents/enables Internet connectivity on this network. Once the doors are closed the Unemployment Insurance Weekly Claims Report is distributed, with a heading that announces it is "embargoed" (not to be released) prior to 8:30 AM. Reporters type up their analyses of the report, including extracting key figures like Initial Jobless Claims. They load their write-ups into their companies' software, which prepares to send it out as soon as Internet is enabled. At 8:30 AM the DOL representative in the room flips the wall switch and all of the laptops are connected to the Internet, releasing their write-ups to their companies and on to their companies' partners.
Many of those media companies have externally accessible APIs for distributing news. Media aggregators and squawk services (like RanSquawk and TradeTheNews) subscribe to all of these different APIs and then redistribute the key economic figures from the Report to their own subscribers within one second after Internet is enabled in the DOL lockup.
Some squawk services are text-based while others are audio-based. FinancialJuice.com provides a free audio squawk service; internally they have a paid subscription to a professional squawk service and they simply read out the latest headlines to their own listeners, subsidized by ads on the site. I've been using it for 4 months now and have been pretty happy. It usually lags behind the official release times by 1-2 seconds and occasionally they verbally flub the numbers or stutter and have to repeat, but you can't beat the price!
Important - I’m not affiliated with FinancialJuice and I’m not advocating that you use them over any other squawk. If you use them and they misspeak a number and you lose all your money don’t blame me. If anybody has any other free alternatives please share them!

How the news affects forex markets

Institutional forex traders subscribe to these squawk services and use custom software to consume the emerging data programmatically and then automatically initiate trades based on the perceived change to the fundamentals that the figures represent.
It's important to note that every institution will have "priced in" their own forecasted figures well in advance of an actual news release. Forecasts and consensuses all come out at different times in the days leading up to a news release, so by the time the news drops everybody is really only looking for an unexpected result. You can't really know what any given institution expects the value to be, but unless someone has inside information you can pretty much assume that the market has collectively priced in the experts' consensus. When the news comes out, institutions will trade based on the difference between the actual and their forecast.
Sometimes the news reflects a real change to the fundamentals with an economic effect that will change the demand for a currency, like an interest rate decision. However, in the case of the Initial Jobless Claims figure, which is a backwards-looking metric, trading is really just self-fulfilling speculation that market participants will buy dollars when unemployment is low and sell dollars when unemployment is high. Generally speaking, news that reflects a real economic shift has a bigger effect than news that only matters to speculators.
Massive and extremely fast news-based trades happen within tenths of a second on the ECNs on which institutional traders are participants. Over the next few seconds the resulting price changes trickle down to retail traders. Some economic news, like Non Farm Payroll Employment, has an effect that can last minutes to hours as "slow money" follows behind on the trend created by the "fast money". Other news, like Initial Jobless Claims, has a short impact that trails off within a couple minutes and is subsequently dwarfed by the usual pseudorandom movements in the market.
The bigger the difference between actual and consensus, the bigger the effect on any given currency pair. Since economic news releases generally relate to a single currency, the biggest and most easily predicted effects are seen on pairs where one currency is directly effected and the other is not affected at all. Personally I trade USD/JPY because the time difference between the US and Japan ensures that no news will be coming out of Japan at the same time that economic news is being released in the US.
Before deciding to trade any particular news release you should measure the historical correlation between the release (specifically, the difference between actual and consensus) and the resulting short-term change in the currency pair. Historical data for various news releases (along with historical consensus data) is readily available. You can pay to get it exported into Excel or whatever, or you can scroll through it for free on websites like TradingEconomics.com.
Let's look at two examples: Initial Jobless Claims and Non Farm Payroll Employment (NFP). I collected historical consensuses and actuals for these releases from January 2018 through the present, measured the "surprise" difference for each, and then correlated that to short-term changes in USD/JPY at the time of release using 5 second candles.
I omitted any releases that occurred simultaneously as another major release. For example, occasionally the monthly Initial Jobless Claims comes out at the exact same time as the monthly Balance of Trade figure, which is a more significant economic indicator and can be expected to dwarf the effect of the Unemployment Insurance Weekly Claims Report.
USD/JPY correlation with Initial Jobless Claims (2018 - present)
USD/JPY correlation with Non Farm Payrolls (2018 - present)
The horizontal axes on these charts is the duration (in seconds) after the news release over which correlation was calculated. The vertical axis is the Pearson correlation coefficient: +1 means that the change in USD/JPY over that duration was perfectly linearly correlated to the "surprise" in the releases; -1 means that the change in USD/JPY was perfectly linearly correlated but in the opposite direction, and 0 means that there is no correlation at all.
For Initial Jobless Claims you can see that for the first 30 seconds USD/JPY is strongly negatively correlated with the difference between consensus and actual jobless claims. That is, fewer-than-forecast jobless claims (fewer newly unemployed people than expected) strengthens the dollar and greater-than-forecast jobless claims (more newly unemployed people than expected) weakens the dollar. Correlation then trails off and changes to a moderate/weak positive correlation. I interpret this as algorithms "buying the dip" and vice versa, but I don't know for sure. From this chart it appears that you could profit by opening a trade for 15 seconds (duration with strongest correlation) that is long USD/JPY when Initial Jobless Claims is lower than the consensus and short USD/JPY when Initial Jobless Claims is higher than expected.
The chart for Non Farm Payroll looks very different. Correlation is positive (higher-than-expected payrolls strengthen the dollar and lower-than-expected payrolls weaken the dollar) and peaks at around 45 seconds, then slowly decreases as time goes on. This implies that price changes due to NFP are quite significant relative to background noise and "stick" even as normal fluctuations pick back up.
I wanted to show an example of what the USD/JPY S5 chart looks like when an "uncontested" (no other major simultaneously news release) Initial Jobless Claims and NFP drops, but unfortunately my broker's charts only go back a week. (I can pull historical data going back years through the API but to make it into a pretty chart would be a bit of work.) If anybody can get a 5-second chart of USD/JPY at March 19, 2020, UTC 12:30 and/or at February 7, 2020, UTC 13:30 let me know and I'll add it here.

Backtesting

So without too much effort we determined that (1) USD/JPY is strongly negatively correlated with the Initial Jobless Claims figure for the first 15 seconds after the release of the Unemployment Insurance Weekly Claims Report (when no other major news is being released) and also that (2) USD/JPY is strongly positively correlated with the Non Farms Payroll figure for the first 45 seconds after the release of the Employment Situation report.
Before you can assume you can profit off the news you have to backtest and consider three important parameters.
Entry speed: How quickly can you realistically enter the trade? The correlation performed above was measured from the exact moment the news was released, but realistically if you've got your finger on the trigger and your ear to the squawk it will take a few seconds to hit "Buy" or "Sell" and confirm. If 90% of the price move happens in the first second you're SOL. For back-testing purposes I assume a 5 second delay. In practice I use custom software that opens a trade with one click, and I can reliably enter a trade within 2-3 seconds after the news drops, using the FinancialJuice free squawk.
Minimum surprise: Should you trade every release or can you do better by only trading those with a big enough "surprise" factor? Backtesting will tell you whether being more selective is better long-term or not.
Hold time: The optimal time to hold the trade is not necessarily the same as the time of maximum correlation. That's a good starting point but it's not necessarily the best number. Backtesting each possible hold time will let you find the best one.
The spread: When you're only holding a position open for 30 seconds, the spread will kill you. The correlations performed above used the midpoint price, but in reality you have to buy at the ask and sell at the bid. Brokers aren't stupid and the moment volume on the ECN jumps they will widen the spread for their retail customers. The only way to determine if the news-driven price movements reliably overcome the spread is to backtest.
Stops: Personally I don't use stops, neither take-profit nor stop-loss, since I'm automatically closing the trade after a fixed (and very short) amount of time. Additionally, brokers have a minimum stop distance; the profits from scalping the news are so slim that even the nearest stops they allow will generally not get triggered.
I backtested trading these two news releases (since 2018), using a 5 second entry delay, real historical spreads, and no stops, cycling through different "surprise" thresholds and hold times to find the combination that returns the highest net profit. It's important to maximize net profit, not expected value per trade, so you don't over-optimize and reduce the total number of trades taken to one single profitable trade. If you want to get fancy you can set up a custom metric that combines number of trades, expected value, and drawdown into a single score to be maximized.
For the Initial Jobless Claims figure I found that the best combination is to hold trades open for 25 seconds (that is, open at 5 seconds elapsed and hold until 30 seconds elapsed) and only trade when the difference between consensus and actual is 7k or higher. That leads to 30 trades taken since 2018 and an expected return of... drumroll please... -0.0093 yen per unit per trade.
Yep, that's a loss of approx. $8.63 per lot.
Disappointing right? That's the spread and that's why you have to backtest. Even though the release of the Unemployment Insurance Weekly Claims Report has a strong correlation with movement in USD/JPY, it's simply not something that a retail trader can profit from.
Let's turn to the NFP. There I found that the best combination is to hold trades open for 75 seconds (that is, open at 5 seconds elapsed and hold until 80 seconds elapsed) and trade every single NFP (no minimum "surprise" threshold). That leads to 20 trades taken since 2018 and an expected return of... drumroll please... +0.1306 yen per unit per trade.
That's a profit of approx. $121.25 per lot. Not bad for 75 seconds of work! That's a +6% ROI at 50x leverage.

Make it real

If you want to do this for realsies, you need to run these numbers for all of the major economic news releases. Markit Manufacturing PMI, Factory Orders MoM, Trade Balance, PPI MoM, Export and Import Prices, Michigan Consumer Sentiment, Retail Sales MoM, Industrial Production MoM, you get the idea. You keep a list of all of the releases you want to trade, when they are released, and the ideal hold time and "surprise" threshold. A few minutes before the prescribed release time you open up your broker's software, turn on your squawk, maybe jot a few notes about consensuses and model forecasts, and get your finger on the button. At the moment you hear the release you open the trade in the correct direction, hold it (without looking at the chart!) for the required amount of time, then close it and go on with your day.
Some benefits of trading this way: * Most major economic releases come out at either 8:30 AM ET or 10:00 AM ET, and then you're done for the day. * It's easily backtestable. You can look back at the numbers and see exactly what to expect your return to be. * It's fun! Packing your trading into 30 seconds and knowing that institutions are moving billions of dollars around as fast as they can based on the exact same news you just read is thrilling. * You can wow your friends by saying things like "The St. Louis Fed had some interesting remarks on consumer spending in the latest Beige Book." * No crayons involved.
Some downsides: * It's tricky to be fast enough without writing custom software. Some broker software is very slow and requires multiple dialog boxes before a position is opened, which won't cut it. * The profits are very slim, you're not going to impress your instagram followers to join your expensive trade copying service with your 30-second twice-weekly trades. * Any friends you might wow with your boring-ass economic talking points are themselves the most boring people in the world.
I hope you enjoyed this long as fuck post and you give trading economic news a try!
submitted by thicc_dads_club to Forex [link] [comments]

COSS exchange is ready to resume operations. Please read the following announcement carefully.


https://preview.redd.it/afpkritv1fk41.png?width=3556&format=png&auto=webp&s=9296f8b63636c34729c10d8575a37dcd65e76a6f
https://medium.com/coss-official/update-coss-exchange-relaunch-roadmap-18a5ff7549a3/
Hello everyone.
COSS exchange is ready to resume operations shortly after almost 8 weeks of downtime.
In this update, we discuss the following:

The Downtime

COSS exchange was taken offline on January 7th 2020 with immediate notice to all users. The plan was to begin migration to a white label platform after proceeding with account-level snapshots.
The migration was halted mid-way as COSS entered and finalised acquisition negotiations, followed by audits of the existing technology, user data and wallets.
With the audits completed, the new management decided to do away with the old exchange platform and introduce a much more advanced engine for its users.
This is the platform which goes online this week with many added features including derivatives with up to 100x leverage, as well as an Exchange Swap Engine for instant conversions.

New Management

We apologise for the downtime — unconditionally.
The decision to shut down the exchange was not in our control and we, unfortunately, were handed over a shut exchange. We have done our best to re-enable the exchange for all users quickly and assure you that such missteps will be avoided at all costs in the future.
The new COSS is a group of investors, professional traders, and financial technology specialists. Who strongly believes in the original vision of COSS — a one-stop platform for modern digital assets whose success is dependent on and shared with all its users — a unique approach to decentralised finance.
The idea is in line with the original concept of creating a shared ‘digital economy’ instead of mirroring a system where the traditional institutional lenders and service providers benefit while the people pay fees to use and access their own assets.
The investment group has appointed a board of directors and is currently assessing nominations for the role of CEO.
The board will leave the day-to-day operations to the CEO and their team with a clear mandate — to restore and build COSS the brand for success.
Rune and the previous technology, operations and marketing teams will no longer be involved with COSS. We appreciate their work in the past and wish them all the best for future endeavours.
Satyarth will continue to remain on board with us and support the community management, marketing and PR team.

New Technology Partner

The new management has carefully evaluated several options to ensure COSS has a stable, scalable and continuously improving technology platform.
We have partnered with XHUB — a financial and trading technology company.
The XHUB team has vast experience in working with brokers, hedge funds, and proprietary trading firms.
XHUB maintains one of the largest cryptocurrency liquidity and order routing systems in the industry, and a trading platform which has been exclusively and extensively used in-house by large trading firms.
The XHUB technology team will extend its support to COSS API consumers and encourage them to keep building trading applications for the community. Consumers will have access to extensive historical and real-time market data which will allow them to create advanced strategies supported by back-testing.

Roadmap

A general roadmap of the board’s vision for the immediate future is included below. We remain focused on ensuring that COSS provides a reliable trading platform for retail and professional traders alike.

Q1–2020

Exchange Relaunch
  1. COSS will relaunch the exchange platform and enable full trading on supported pairs
  2. Current COSS account holders will be sent new login credentials via email and an invitation to begin trading
  3. COS holders will be allocated 100% of the fees generated by the exchange until the FSA dashboard is completed and launched
  4. Balance transfers from previous exchange platform are initiated by the account login. This begins the final-phase of the account audit.
  5. Withdrawal of audited portfolios / balances will be available within 48 hrs of the account portfolio transfer
API Release
  1. REST and Websocket access to market data
  2. REST access to account and trade endpoints
  3. Websocket access to account end points
  4. FIX Engine quote and trade functional release
Mobile Trading App (iOS, Android)
  1. Beta release of the full-featured mobile app
  2. Full public launch of the trading app
Listing Policy Release
  1. Compliant with all regulatory requirements
API Community Development
  1. GitHub community to showcase public projects
  2. Technical support
  3. Budget allocated for development competitions

Q2–2020

Mobile Wallet App (v2) (iOS, Android)
  1. Release of the full-featured wallet/payment and proximity peer to peer payment app
Metaquotes MT5
  1. Release full scale derivative trading platform for Windows, iOS and Android
  2. Enabling:
Regulatory Licensing
  1. Leverage trading will be reduced as the final step for licensing
Vendor and Payments API
  1. Release of web and mobile payment processing for merchants
Roadmap will be updated in the first and third quarter every year, and will cover plans for that period.
Relaunch FAQ
The exchange will be operational on 4th March, 2020.
To adhere to existing anti-money laundering, counter-terrorism financing and know your customer regulations, existing users will need to complete level-1 KYC. This can be done with a single government-issued photo identity document.
Final phase account audit clearance is subject to KYC approval.
COS token trading will be available on the COS_USD pair. More pairs will be added as trading activity improves.
Maker and taker fees will be set at 0.05% and 0.1% respectively.
Trading fee discount and negative maker fees will be discontinued.
An updated COS holding based fee tier system may be introduced in the future.
The Fee Split Allocation (FSA) dashboard is under development. However, FSA will be tracked and accrue from day one. COS held in private wallets will need to be re-identified and linked to your new user accounts once the dashboard is launched.
We will initiate a delisting procedure for some assets. A complete list of pairs and the withdrawal process for the same will be released at a later date.
Crypto deposits will remain at 0 fees. A fee schedule for crypto withdrawals will be published on the website.
Fiat deposits will be available via Epay and transfers from Epay wallet to COSS will be at 0 fees.
Deposits through credit and debit cards will be introduced at 4% fees.
We will add more fiat options including withdrawals in the coming weeks.
Thank you for all your support and feedback.
We are expecting a rush to access COSS accounts and will complete verification for all applicants as quickly as possible. We apologise for any unforeseen delays during the process. You can reach us on [[email protected]](mailto:[email protected]) in case you require any further assistance.
submitted by satyarthm to CossIO [link] [comments]

Trading International Markets

So I've got a couple of strategies running that have been doing well on TD and Alpaca.
I'm interested in trading within international markets to extend my trading day to near 24 hours (not interested in FOREX or crypto)
From a programming perspective, is it just as simple as selecting foreign stock symbols?
Do TD and Alpaca allow foreign trades? If so, what exchanges are supported? If not, which brokerage has an API that allows for this? Any with no commission?
Anyone out there doing this? Which exchanges are the best? Any to avoid? Any drawbacks to this idea?
submitted by MyNameCannotBeSpoken to algotrading [link] [comments]

Weekly Update: Blink-and-you-miss Parena, CyberFM suspends On-Air Ads, Intellishare withdrawal announcement, BitForex + Mycro.. – 20 Mar - 26 Mar'20

Weekly Update: Blink-and-you-miss Parena, CyberFM suspends On-Air Ads, Intellishare withdrawal announcement, BitForex + Mycro.. – 20 Mar - 26 Mar'20
Heyo folks! Want to get off the COVID-19 news cycle? Hop onto the Parachute express. Here’s your week at Parachute + partners (20 Mar - 26 Mar'20):

Doc Vic hosted a CoD Mobile Battle Royale in the Parachute War Zone while Alejandro hosted a gun mode flash game followed by a free for all flash game. The PAR4PAR raffle continues too. Get on in the action to win some cool $PAR just for HODLing. Afful held a trivia in TTR for 1k $PAR in prizes per question. While Gamerboy’s history trivia in tiproom was a ton of fun, Charlotte’s math quiz bamboozled everyone. Foo held a blink-and-you-miss Parena this week. Gian’s Two-for-Tuesday was a welcome respite in these testing times with Parachuters invited to post music from their home countries. Sebastian, like always, was a Godsend for setting up a playlist of all the posts. For #wholesomewed, Parachuters looked for "the most ridiculous item for sale of Amazon". Haha!
The wackiest #wholesomewed entries from Streamr, Franklin and Christian (L-R)
Click here to watch this week’s aXpire update video. For the weekly token burn, 20k $AXPR was sent to the Ethereum Genesis Address. 2gether has observed a 236% rise in crypto purchases during the COVID-19 crisis period. Results of these findings were published on Cointelegraph as well as shared in a video by YouTuber Tiziano Tridico. Bounty0x Telegram community members were in for a treat this week. The project partnered with Unstoppable Domains to offer a free .crypto domain to everybody who followed the instructions here. Switch published their latest product update this week. Click here to read about Fantom’s views on regulations and expansion plans in Korea. The latest technical update was published as well. Following the project’s partnership with Band Protocol which was announced last week, the two teams got together for an AMA this week. Plus, congrats on reaching 1Bn staked $FTM! A brand new API was released so that it could keep up with the chain followed by the release of its chain explorer – Fantom Vision. Uptrennd founder Jeff Kirdeikis hosted a community AMA to take feedback on how to improve the platform. Jeff also wrote about the markets and how they have affected Uptrennd amidst the COVID-19 situation. And congrats on the merch shop. Get your Uptrennd gear, folks! Digibyte won the public vote which started last week to select a project for a free free review + marketing package from Uptrennd. The report will be published next week. Entries for the Article of the Month contest ended this week with a public vote to adjudge the best. CyberFM suspended all On-Air advertising this week to be replaced by public service announcements and free advertising for small local businesses.
That is a big jump indeed
Harmony’s #pow thread is a detailed summry of the individual-level work of all team members over the last week. The weekly video digest can be seen here. The crew also conducted a meetup over Zoom this week. Validators, delegators and stakers have their own chat room now as well. The winners of the $ONE trading competition on ViteX started few weeks back were announced this week. Privacy protocol Suterusu partnered with Harmony to add new privacy features to the $ONE blockchain. $ONE got listed on SimpleSwap. Mainnet swap was completed on HitBTC. Did you know it would less than a minute to recover your node after a network hard reset? Check out this video to see for yourself. Plus, a demo of how cheap a transaction can be showed you could do almost a thousand transactions with 1 $ONE. The project also joined hands with several other blockchain companies to contribute computing power for COVID-19 research through BOINC Network. Intellishare announced a deadline (24 Apr’20) with withdraw all funds from their website to prepare for an upgrade. GET Protocol CEO Maarten Bloemers wrote penned his thoughts on the present COVID-19 crisis and how the platform is coping with it. Despite the lockdown, the team’s “spirits” continue to remain high. Get it, get it? Haha. As the Q1 2020 burn report gets close, the community got together to guess the burn amount to win some cool $GET tokens. THE $COTI top management were invited by Cardano this week to talk about payment networks. Following the claim reward option released last week, the unstake option was also made available to stakers on the mainnet wallet starting this week. A new upgrade was made to the transaction distribution algorithm to ensure fair chance to all participating nodes in the network. For the latest project status report, click here. Plus, congratulations on the new funding round. $ETH HODLers, you might want to check your wallets. DoYourTip airdropped 20 $DYT tokens to each wallet that held some ParJar supported tokens this week.
New unstake option in the COTI mainnet wallet
This week’s District0x Dapp Digest had former professional basketball player and founder of DAOhub Auryn Macmillan as an interviewee. The District Weekly covers the last 7 days in the District0xverse. Hydrogen announced an integration with KYC provider Trulioo this week. The project was also mentioned in a Forbes article listing fintechs that were offering free technology in the COVID-19 crisis. Thinking of building a fintech app? The crew explained what it takes to make one in their latest blog post. Crypto chartist Stacking USD announced a partnership with Sentivate where he will be creating curated $SNTVT-focused content. Still haven’t seen Sentivate’s social site? Check out the FAQs to learn more. BitForex partnered with Mycro to have their latest campaign on the Mycro Hunter App. SelfKey joined Blockfolio Signal this week. This allows them to share project updates as notifications with Blockfolio users. How could COVID-19 affect your data security? Read all about it in SelfKey’s latest blog post. Plus, tips for WFH (Work From Home) during the lockdown. WhiteBIT was added to the exchange marketplace this week. The team also answered some FAQs on the $KEY token and tokenomics. Additionally, the team wrote about how China’s Social Credit System would mean for the digital identity ecosystem. KuCoin announced support for Constellation’s $DAG mainnet swap. CEO Ben Jorgensen also shared some updates on the swap and onboarding node operators. Owing to the COVID-19 lockdowns, Wibson crew attended this week’s Ethereum Buenos Aires meetup on Zoom.

And with that, it’s a close for this week at Parachute! See you again with another update. Bye for now!
submitted by abhijoysarkar to ParachuteToken [link] [comments]

Looking for a trading platform with fantastic API

there are so many trading platforms nowadays im having trouble finding one with the best api so i can try making an auto trading algo on nodejs
forex or crypto platfomr either works
any advice?
submitted by ahmedgg to Forex [link] [comments]

Which are your Top 5 favourite coins out of the Top 100? An analysis.

I am putting together my investment portfolio for 2018 and made a complete summary of the current Top 100. Interestingly, I noticed that all coins can be categorized into 12 markets. Which markets do you think will play the biggest role in the coming year?
Here is a complete overview of all coins in an excel sheet including name, market, TPS, risk profile, time since launch (negative numbers mean that they are launching that many months in the future) and market cap. You can also sort by all of these fields of course. Coins written in bold are the strongest contenders within their market either due to having the best technology or having a small market cap and still excellent technology and potential. https://docs.google.com/spreadsheets/d/1s8PHcNvvjuy848q18py_CGcu8elRGQAUIf86EYh4QZo/edit#gid=0
The 12 markets are
  1. Currency 13 coins
  2. Platform 25 coins
  3. Ecosystem 9 coins
  4. Privacy 10 coins
  5. Currency Exchange Tool 8 coins
  6. Gaming & Gambling 5 coins
  7. Misc 15 coins
  8. Social Network 4 coins
  9. Fee Token 3 coins
  10. Decentralized Data Storage 4 coins
  11. Cloud Computing 3 coins
  12. Stable Coin 2 coins
Before we look at the individual markets, we need to take a look of the overall market and its biggest issue scalability first:
Cryptocurrencies aim to be a decentralized currency that can be used worldwide. Its goal is to replace dollar, Euro, Yen, all FIAT currencies worldwide. The coin that will achieve that will be worth several trillion dollars.
Bitcoin can only process 7 transactions per second (TPS). In order to replace all FIAT, it would need to perform at at least VISA levels, which usually processes around 3,000 TPS, up to 25,000 TPS during peak times and a maximum of 64,000 TPS. That means that this cryptocurrency would need to be able to perform at least several thousand TPS. However, a ground breaking technology should not look at current technology to set a goal for its use, i.e. estimating the number of emails sent in 1990 based on the number of faxes sent wasn’t a good estimate.
For that reason, 10,000 TPS is the absolute baseline for a cryptocurrency that wants to replace FIAT. This brings me to IOTA, which wants to connect all 80 billion IoT devices that are expected to exist by 2025, which constantly communicate with each other, creating 80 billion or more transactions per second. This is the benchmark that cryptocurrencies should be aiming for. Currently, 8 billion devices are connected to the Internet.
With its Lightning network recently launched, Bitcoin is realistically looking at 50,000 possible soon. Other notable cryptocurrencies besides IOTA and Bitcoin are Nano with 7,000 TPS already tested, Dash with several billion TPS possible with Masternodes, Neo, LISK and RHOC with 100,000 TPS by 2020, Ripple with 50,000 TPS, Ethereum with 10,000 with Sharding.
However, it needs to be said that scalability usually goes at the cost of decentralization and security. So, it needs to be seen, which of these technologies can prove itself resilient and performant.
Without further ado, here are the coins of the first market

Market 1 - Currency:

  1. Bitcoin: 1st generation blockchain with currently bad scalability currently, though the implementation of the Lightning Network looks promising and could alleviate most scalability concerns, scalability and high energy use.
  2. Ripple: Centralized currency that might become very successful due to tight involvement with banks and cross-border payments for financial institutions; banks and companies like Western Union and Moneygram (who they are currently working with) as customers customers. However, it seems they are aiming for more decentralization now.https://ripple.com/dev-blog/decentralization-strategy-update/. Has high TPS due to Proof of Correctness algorithm.
  3. Bitcoin Cash: Bitcoin fork with the difference of having an 8 times bigger block size, making it 8 times more scalable than Bitcoin currently. Further block size increases are planned. Only significant difference is bigger block size while big blocks lead to further problems that don't seem to do well beyond a few thousand TPS. Opponents to a block size argue that increasing the block size limit is unimaginative, offers only temporary relief, and damages decentralization by increasing costs of participation. In order to preserve decentralization, system requirements to participate should be kept low. To understand this, consider an extreme example: very big blocks (1GB+) would require data center level resources to validate the blockchain. This would preclude all but the wealthiest individuals from participating.Community seems more open than Bitcoin's though.
  4. Litecoin : Little brother of Bitcoin. Bitcoin fork with different mining algorithm but not much else.Copies everything that Bitcoin does pretty much. Lack of real innovation.
  5. Dash: Dash (Digital Cash) is a fork of Bitcoin and focuses on user ease. It has very fast transactions within seconds, low fees and uses Proof of Service from Masternodes for consensus. They are currently building a system called Evolution which will allow users to send money using usernames and merchants will find it easy to integrate Dash using the API. You could say Dash is trying to be a PayPal of cryptocurrencies. Currently, cryptocurrencies must choose between decentralization, speed, scalability and can pick only 2. With Masternodes, Dash picked speed and scalability at some cost of decentralization, since with Masternodes the voting power is shifted towards Masternodes, which are run by Dash users who own the most Dash.
  6. IOTA: 3rd generation blockchain called Tangle, which has a high scalability, no fees and instant transactions. IOTA aims to be the connective layer between all 80 billion IOT devices that are expected to be connected to the Internet in 2025, possibly creating 80 billion transactions per second or 800 billion TPS, who knows. However, it needs to be seen if the Tangle can keep up with this scalability and iron out its security issues that have not yet been completely resolved.
  7. Nano: 3rd generation blockchain called Block Lattice with high scalability, no fees and instant transactions. Unlike IOTA, Nano only wants to be a payment processor and nothing else, for now at least. With Nano, every user has their own blockchain and has to perform a small amount of computing for each transaction, which makes Nano perform at 300 TPS with no problems and 7,000 TPS have also been tested successfully. Very promising 3rd gen technology and strong focus on only being the fastest currency without trying to be everything.
  8. Decred: As mining operations have grown, Bitcoin’s decision-making process has become more centralized, with the largest mining companies holding large amounts of power over the Bitcoin improvement process. Decred focuses heavily on decentralization with their PoW Pos hybrid governance system to become what Bitcoin was set out to be. They will soon implement the Lightning Network to scale up. While there do not seem to be more differences to Bitcoin besides the novel hybrid consensus algorithm, which Ethereum, Aeternity and Bitcoin Atom are also implementing, the welcoming and positive Decred community and professoinal team add another level of potential to the coin.
  9. Aeternity: We’ve seen recently, that it’s difficult to scale the execution of smart contracts on the blockchain. Crypto Kitties is a great example. Something as simple as creating and trading unique assets on Ethereum bogged the network down when transaction volume soared. Ethereum and Zilliqa address this problem with Sharding. Aeternity focuses on increasing the scalability of smart contracts and dapps by moving smart contracts off-chain. Instead of running on the blockchain, smart contracts on Aeternity run in private state channels between the parties involved in the contracts. State channels are lines of communication between parties in a smart contract. They don’t touch the blockchain unless they need to for adjudication or transfer of value. Because they’re off-chain, state channel contracts can operate much more efficiently. They don’t need to pay the network for every time they compute and can also operate with greater privacy. An important aspect of smart contract and dapp development is access to outside data sources. This could mean checking the weather in London, score of a football game, or price of gold. Oracles provide access to data hosted outside the blockchain. In many blockchain projects, oracles represent a security risk and potential point of failure, since they tend to be singular, centralized data streams. Aeternity proposes decentralizing oracles with their oracle machine. Doing so would make outside data immutable and unchangeable once it reaches Aeternity’s blockchain. Of course, the data source could still be hacked, so Aeternity implements a prediction market where users can bet on the accuracy and honesty of incoming data from various oracles.It also uses prediction markets for various voting and verification purposes within the platform. Aeternity’s network runs on on a hybrid of proof of work and proof of stake. Founded by a long-time crypto-enthusiast and early colleague of Vitalik Buterin, Yanislav Malahov. Promising concept though not product yet
  10. Bitcoin Atom: Atomic Swaps and hybrid consenus. This looks like the only Bitcoin clone that actually is looking to innovate next to Bitcoin Cash.
  11. Dogecoin: Litecoin fork, fantastic community, though lagging behind a bit in technology.
  12. Bitcoin Gold: A bit better security than bitcoin through ASIC resistant algorithm, but that's it. Not that interesting.
  13. Digibyte: Digibyte's PoS blockchain is spread over a 100,000+ servers, phones, computers, and nodes across the globe, aiming for the ultimate level of decentralization. DigiByte rebalances the load between the five mining algorithms by adjusting the difficulty of each so one algorithm doesn’t become dominant. The algorithm's asymmetric difficulty has gained notoriety and been deployed in many other blockchains.DigiByte’s adoption over the past four years has been slow. It’s still a relatively obscure currency compared its competitors. The DigiByte website offers a lot of great marketing copy and buzzwords. However, there’s not much technical information about what they have planned for the future. You could say Digibyte is like Bitcoin, but with shorter blocktimes and a multi-algorithm. However, that's not really a difference big enough to truly set themselves apart from Bitcoin, since these technologies could be implemented by any blockchain without much difficulty. Their decentralization is probably their strongest asset, however, this also change quickly if the currency takes off and big miners decide to go into Digibyte.
  14. Bitcoin Diamond Asic resistant Bitcoin and Copycat

Market 2 - Platform

Most of the cryptos here have smart contracts and allow dapps (Decentralized apps) to be build on their platform and to use their token as an exchange of value between dapp services.
  1. Ethereum: 2nd generation blockchain that allows the use of smart contracts. Bad scalability currently, though this concern could be alleviated by the soon to be implemented Lightning Network aka Plasma and its Sharding concept.
  2. EOS: Promising technology that wants to be able do everything, from smart contracts like Ethereum, scalability similar to Nano with 1000 tx/second + near instant transactions and zero fees, to also wanting to be a platform for dapps. However, EOS doesn't have a product yet and everything is just promises still. Highly overvalued right now. However, there are lots of red flags, have dumped $500 million Ether over the last 2 months and possibly bought back EOS to increase the size of their ICO, which has been going on for over a year and has raised several billion dollars. All in all, their market cap is way too high for that and not even having a product.
  3. Cardano: Similar to Ethereum/EOS, however, only promises made with no delivery yet, highly overrated right now. Interesting concept though. Market cap way too high for not even having a product. Somewhat promising technology.
  4. VeChain: Singapore-based project that’s building a business enterprise platform and inventory tracking system. Examples are verifying genuine luxury goods and food supply chains. Has one of the strongest communities in the crypto world. Most hyped token of all, with merit though.
  5. Neo: Neo is a platform, similar to Eth, but more extensive, allowing dapps and smart contracts, but with a different smart contract gas system, consensus mechanism (PoS vs. dBfT), governance model, fixed vs unfixed supply, expensive contracts vs nearly free contracts, different ideologies for real world adoption. There are currently only 9 nodes, each of which are being run by a company/entity hand selected by the NEO council (most of which are located in china) and are under contract. This means that although the locations of the nodes may differ, ultimately the neo council can bring them down due to their legal contracts. In fact this has been done in the past when the neo council was moving 50 million neo that had been locked up. Also dbft (or neo's implmentation of it) has failed underload causing network outages during major icos. The first step in decentralization is that the NEO Counsel will select trusted nodes (Universities, business partners, etc.) and slowly become less centralized that way. The final step in decentralization will be allowing NEO holders to vote for new nodes, similar to a DPoS system (ARK/EOS/LISK). NEO has a regulation/government friendly ideology. Finally they are trying to work undewith the Chinese government in regards to regulations. If for some reason they wanted it shut down, they could just shut it down.
  6. Stellar: PoS system, similar goals as Ripple, but more of a platform than only a currency. 80% of Stellar are owned by Stellar.org still, making the currency centralized.
  7. Ethereum classic: Original Ethereum that decided not to fork after a hack. The Ethereum that we know is its fork. Uninteresing, because it has a lot of less resources than Ethereum now and a lot less community support.
  8. Ziliqa: Zilliqa is building a new way of sharding. 2400 tpx already tested, 10,000 tps soon possible by being linearly scalable with the number of nodes. That means, the more nodes, the faster the network gets. They are looking at implementing privacy as well.
  9. QTUM: Enables Smart contracts on the Bitcoin blockchain. Useful.
  10. Icon: Korean ethereum. Decentralized application platform that's building communities in partnership with banks, insurance providers, hospitals, and universities. Focused on ID verification and payments. No big differentiators to the other 20 Ethereums, except that is has a product. That is a plus. Maybe cheap alternative to Ethereum.
  11. LISK: Lisk's difference to other BaaS is that side chains are independent to the main chain and have to have their own nodes. Similar to neo whole allows dapps to deploy their blockchain to. However, Lisk is currently somewhat centralized with a small group of members owning more than 50% of the delegated positions. Lisk plans to change the consensus algorithm for that reason in the near future.
  12. Rchain: Similar to Ethereum with smart contract, though much more scalable at an expected 40,000 TPS and possible 100,000 TPS. Not launched yet. No product launched yet, though promising technology. Not overvalued, probably at the right price right now.
  13. ARDR: Similar to Lisk. Ardor is a public blockchain platform that will allow people to utilize the blockchain technology of Nxt through the use of child chains. A child chain, which is a ‘light’ blockchain that can be customized to a certain extent, is designed to allow easy self-deploy for your own blockchain. Nxt claims that users will "not need to worry" about security, as that part is now handled by the main chain (Ardor). This is the chief innovation of Ardor. Ardor was evolved from NXT by the same company. NEM started as a NXT clone.
  14. Ontology: Similar to Neo. Interesting coin
  15. Bytom: Bytom is an interactive protocol of multiple byte assets. Heterogeneous byte-assets (indigenous digital currency, digital assets) that operate in different forms on the Bytom Blockchain and atomic assets (warrants, securities, dividends, bonds, intelligence information, forecasting information and other information that exist in the physical world) can be registered, exchanged, gambled and engaged in other more complicated and contract-based interoperations via Bytom.
  16. Nxt: Similar to Lisk
  17. Stratis: Different to LISK, Stratis will allow businesses and organizations to create their own blockchain according to their own needs, but secured on the parent Stratis chain. Stratis’s simple interface will allow organizations to quickly and easily deploy and/or test blockchain functionality of the Ethereum, BitShares, BitCoin, Lisk and Stratis environements.
  18. Status: Status provides access to all of Ethereum’s decentralized applications (dapps) through an app on your smartphone. It opens the door to mass adoption of Ethereum dapps by targeting the fastest growing computer segment in the world – smartphone users.16. Ark: Fork of Lisk that focuses on a smaller feature set. Ark wallets can only vote for one delegate at a time which forces delegates to compete against each other and makes cartel formations incredibly hard, if not impossible.
  19. Neblio: Similar to Neo, but 30x smaller market cap.
  20. NEM: Is similar to Neo No marketing team, very high market cap for little clarilty what they do.
  21. Bancor: Bancor is a Decentralized Liquidity Network that allows you to hold any Ethereum token and convert it to any other token in the network, with no counter party, at an automatically calculated price, using a simple web wallet.
  22. Dragonchain: The Purpose of DragonChain is to help companies quickly and easily incorporate blockchain into their business applications. Many companies might be interested in making this transition because of the benefits associated with serving clients over a blockchain – increased efficiency and security for transactions, a reduction of costs from eliminating potential fraud and scams, etc.
  23. Skycoin: Transactions with zero fees that take apparently two seconds, unlimited transaction rate, no need for miners and block rewards, low power usage, all of the usual cryptocurrency technical vulnerabilities fixed, a consensus mechanism superior to anything that exists, resistant to all conceivable threats (government censorship, community infighting, cybenucleaconventional warfare, etc). Skycoin has their own consensus algorithm known as Obelisk written and published academically by an early developer of Ethereum. Obelisk is a non-energy intensive consensus algorithm based on a concept called ‘web of trust dynamics’ which is completely different to PoW, PoS, and their derivatives. Skywire, the flagship application of Skycoin, has the ambitious goal of decentralizing the internet at the hardware level and is about to begin the testnet in April. However, this is just one of the many facets of the Skycoin ecosystem. Skywire will not only provide decentralized bandwidth but also storage and computation, completing the holy trinity of commodities essential for the new internet. Skycion a smear campaign launched against it, though they seem legit and reliable. Thus, they are probably undervalued.

Market 3 - Ecosystem

The 3rd market with 11 coins is comprised of ecosystem coins, which aim to strengthen the ease of use within the crypto space through decentralized exchanges, open standards for apps and more
  1. Nebulas: Similar to how Google indexes webpages Nebulas will index blockchain projects, smart contracts & data using the Nebulas rank algorithm that sifts & sorts the data. Developers rewarded NAS to develop & deploy on NAS chain. Nebulas calls this developer incentive protocol – basically rewards are issued based on how often dapp/contract etc. is used, the more the better the rewards and Proof of devotion. Works like DPoS except the best, most economically incentivised developers (Bookkeeppers) get the forging spots. Ensuring brains stay with the project (Cross between PoI & PoS). 2,400 TPS+, DAG used to solve the inter-transaction dependencies in the PEE (Parallel Execution Environment) feature, first crypto Wallet that supports the Lightening Network.
  2. Waves: Decentralized exchange and crowdfunding platform. Let’s companies and projects to issue and manage their own digital coin tokens to raise money.
  3. Salt: Leveraging blockchain assets to secure cash loands. Plans to offer cash loans in traditional currencies, backed by your cryptocurrency assets. Allows lenders worldwide to skip credit checks for easier access to affordable loans.
  4. CHAINLINK: ChainLink is a decentralized oracle service, the first of its kind. Oracles are defined as an ‘agent’ that finds and verifies real-world occurrences and submits this information to a blockchain to be used in smart contracts.With ChainLink, smart contract users can use the network’s oracles to retrieve data from off-chain application program interfaces (APIs), data pools, and other resources and integrate them into the blockchain and smart contracts. Basically, ChainLink takes information that is external to blockchain applications and puts it on-chain. The difference to Aeternity is that Chainlink deploys the smart contracts on the Ethereum blockchain while Aeternity has its own chain.
  5. WTC: Combines blockchain with IoT to create a management system for supply chains Interesting
  6. Ethos unifyies all cryptos. Ethos is building a multi-cryptocurrency phone wallet. The team is also building an investment diversification tool and a social network
  7. Aion: Aion is the token that pays for services on the Aeternity platform.
  8. USDT: is no cryptocurrency really, but a replacement for dollar for trading After months of asking for proof of dollar backing, still no response from Tether.

Market 4 - Privacy

The 4th market are privacy coins. As you might know, Bitcoin is not anonymous. If the IRS or any other party asks an exchange who is the identity behind a specific Bitcoin address, they know who you are and can track back almost all of the Bitcoin transactions you have ever made and all your account balances. Privacy coins aim to prevent exactly that through address fungability, which changes addresses constantly, IP obfuscation and more. There are 2 types of privacy coins, one with completely privacy and one with optional privacy. Optional Privacy coins like Dash and Nav have the advantage of more user friendliness over completely privacy coins such as Monero and Enigma.
  1. Monero: Currently most popular privacy coin, though with a very high market cap. Since their privacy is all on chain, all prior transactions would be deanonymized if their protocol is ever cracked. This requires a quantum computing attack though. PIVX is better in that regard.
  2. Zcash: A decentralized and open-source cryptocurrency that hide the sender, recipient, and value of transactions. Offers users the option to make transactions public later for auditing. Decent privacy coin, though no default privacy
  3. Verge: Calls itself privacy coin without providing private transactions, multiple problems over the last weeks has a toxic community, and way too much hype for what they have.
  4. Bytecoin: First privacy-focused cryptocurrency with anonymous transactions. Bytecoin’s code was later adapted to create Monero, the more well-known anonymous cryptocurrency. Has several scam accusations, 80% pre-mine, bad devs, bad tech
  5. Bitcoin Private: A merge fork of Bitcoin and Zclassic with Zclassic being a fork of Zcash with the difference of a lack of a founders fee required to mine a valid block. This promotes a fair distribution, preventing centralized coin ownership and control. Bitcoin private offers the optional ability to keep the sender, receiver, and amount private in a given transaction. However, this is already offered by several good privacy coins (Monero, PIVX) and Bitcoin private doesn't offer much more beyond this.
  6. Komodo: The Komodo blockchain platform uses Komodo’s open-source cryptocurrency for doing transparent, anonymous, private, and fungible transactions. They are then made ultra-secure using Bitcoin’s blockchain via a Delayed Proof of Work (dPoW) protocol and decentralized crowdfunding (ICO) platform to remove middlemen from project funding. Offers services for startups to create and manage their own Blockchains.
  7. PIVX: As a fork of Dash, PIVX uses an advanced implementation of the Zerocoin protocol to provide it’s privacy. This is a form of zeroknowledge proofs, which allow users to spend ‘Zerocoins’ that have no link back to them. Unlike Zcash u have denominations in PIVX, so they can’t track users by their payment amount being equal to the amount of ‘minted’ coins, because everyone uses the same denominations. PIVX is also implementing Bulletproofs, just like Monero, and this will take care of arguably the biggest weakness of zeroknowledge protocols: the trusted setup.
  8. Zcoin: PoW cryptocurrency. Private financial transactions, enabled by the Zerocoin Protocol. Zcoin is the first full implementation of the Zerocoin Protocol, which allows users to have complete privacy via Zero-Knowledge cryptographic proofs.
  9. Enigma: Monero is to Bitcoin what enigma is to Ethereum. Enigma is for making the data used in smart contracts private. More of a platform for dapps than a currency like Monero. Very promising.
  10. Navcoin: Like bitcoin but with added privacy and pos and 1,170 tps, but only because of very short 30 second block times. Though, privacy is optional, but aims to be more user friendly than Monero. However, doesn't really decide if it wants to be a privacy coin or not. Same as Zcash.Strong technology, non-shady team.
  11. Tenx: Raised 80 million, offers cryptocurrency-linked credit cards that let you spend virtual money in real life. Developing a series of payment platforms to make spending cryptocurrency easier. However, the question is if full privacy coins will be hindered in growth through government regulations and optional privacy coins will become more successful through ease of use and no regulatory hindrance.

Market 5 - Currency Exchange Tool

Due to the sheer number of different cryptocurrencies, exchanging one currency for the other it still cumbersome. Further, merchants don’t want to deal with overcluttered options of accepting cryptocurrencies. This is where exchange tool like Req come in, which allow easy and simple exchange of currencies.
  1. Cryptonex: Fiat and currency exchange between various blockchain services, similar to REQ.
  2. QASH: Qash is used to fuel its liquid platform which will be an exchange that will distribute their liquidity pool. Its product, the Worldbook is a multi-exchange order book that matches crypto to crypto, and crypto to fiat and the reverse across all currencies. E.g., someone is selling Bitcoin is USD on exchange1 not owned by Quoine and someone is buying Bitcoin in EURO on exchange 2 not owned by Quoine. If the forex conversions and crypto conversions match then the trade will go through and the Worldbook will match it, it'll make the sale and the purchase on either exchange and each user will get what they wanted, which means exchanges with lower liquidity if they join the Worldbook will be able to fill orders and take trade fees they otherwise would miss out on.They turned it on to test it a few months ago for an hour or so and their exchange was the top exchange in the world by 4x volume for the day because all Worldbook trades ran through it. Binance wants BNB to be used on their one exchange. Qash wants their QASH token embedded in all of their partners. More info here https://www.reddit.com/CryptoCurrency/comments/8a8lnwhich_are_your_top_5_favourite_coins_out_of_the/dwyjcbb/?context=3
  3. Kyber: network Exchange between cryptocurrencies, similar to REQ. Features automatic coin conversions for payments. Also offers payment tools for developers and a cryptocurrency wallet.
  4. Achain: Building a boundless blockchain world like Req .
  5. Req: Exchange between cryptocurrencies.
  6. Bitshares: Exchange between cryptocurrencies. Noteworthy are the 1.5 second average block times and throughput potential of 100,000 transactions per second with currently 2,400 TPS having been proven. However, bitshares had several Scam accusations in the past.
  7. Loopring: A protocol that will enable higher liquidity between exchanges and personal wallets.
  8. ZRX: Open standard for dapps. Open, permissionless protocol allowing for ERC20 tokens to be traded on the Ethereum blockchain. In 0x protocol, orders are transported off-chain, massively reducing gas costs and eliminating blockchain bloat. Relayers help broadcast orders and collect a fee each time they facilitate a trade. Anyone can build a relayer.

Market 6 - Gaming

With an industry size of $108B worldwide, Gaming is one of the largest markets in the world. For sure, cryptocurrencies will want to have a share of that pie.
  1. Storm: Mobile game currency on a platform with 9 million players.
  2. Fun: A platform for casino operators to host trustless, provably-fair gambling through the use of smart contracts, as well as creating their own implementation of state channels for scalability.
  3. Electroneum: Mobile game currency They have lots of technical problems, such as several 51% attacks
  4. Wax: Marketplace to trade in-game items

Market 7 - Misc

There are various markets being tapped right now. They are all summed up under misc.
  1. OMG: Omise is designed to enable financial services for people without bank accounts. It works worldwide and with both traditional money and cryptocurrencies.
  2. Power ledger: Australian blockchain-based cryptocurrency and energy trading platform that allows for decentralized selling and buying of renewable energy. Unique market and rather untapped market in the crypto space.
  3. Populous: A platform that connects business owners and invoice buyers without middlemen. Invoice sellers get cash flow to fund their business and invoice buyers earn interest. Similar to OMG, small market.
  4. Monacoin: The first Japanese cryptocurrency. Focused on micro-transactions and based on a popular internet meme of a type-written cat. This makes it similar to Dogecoin. Very niche, tiny market.
  5. Revain: Legitimizing reviews via the blockchain. Interesting concept, though market not as big.
  6. Augur: Platform to forecast and make wagers on the outcome of real-world events (AKA decentralized predictions). Uses predictions for a “wisdom of the crowd” search engine. Not launched yet.
  7. Substratum: Revolutionzing hosting industry via per request billing as a decentralized internet hosting system. Uses a global network of private computers to create the free and open internet of the future. Participants earn cryptocurrency. Interesting concept.
  8. Veritaseum: Is supposed to be a peer to peer gateway, though it looks like very much like a scam.
  9. TRON: Tronix is looking to capitalize on ownership of internet data to content creators. However, they plagiarized their white paper, which is a no go. They apologized, so it needs to be seen how they will conduct themselves in the future. Extremely high market cap for not having a product, nor proof of concept.
  10. Syscoin: A cryptocurrency with a decentralized marketplace that lets people buy and sell products directly without third parties. Trying to remove middlemen like eBay and Amazon.
  11. Hshare: Most likely scam because of no code changes, most likely pump and dump scheme, dead community.
  12. BAT: An Ethereum-based token that can be exchanged between content creators, users, and advertisers. Decentralized ad-network that pays based on engagement and attention.
  13. Dent: Decentralizeed exchange of mobile data, enabling mobile data to be marketed, purchased or distributed, so that users can quickly buy or sell data from any user to another one.
  14. Ncash: End to end encrypted Identification system for retailers to better serve their customers .
  15. Factom Secure record-keeping system that allows companies to store their data directly on the Blockchain. The goal is to make records more transparent and trustworthy .

Market 8 - Social network

Web 2.0 is still going strong and Web 3.0 is not going to ignore it. There are several gaming tokens already out there and a few with decent traction already, such as Steem, which is Reddit with voting through money is a very interesting one.
  1. Mithril: As users create content via social media, they will be rewarded for their contribution, the better the contribution, the more they will earn
  2. Steem: Like Reddit, but voting with money. Already launched product and Alexa rank 1,000 Thumbs up.
  3. Rdd: Reddcoin makes the process of sending and receiving money fun and rewarding for everyone. Reddcoin is dedicated to one thing – tipping on social networks as a way to bring cryptocurrency awareness and experience to the general public.
  4. Kin: Token for the platform Kik. Kik has a massive user base of 400 million people. Replacing paying with FIAT with paying with KIN might get this token to mass adoption very quickly.

Market 9 - Fee token

Popular exchanges realized that they can make a few billion dollars more by launching their own token. Owning these tokens gives you a reduction of trading fees. Very handy and BNB (Binance Coin) has been one of the most resilient tokens, which have withstood most market drops over the last weeks and was among the very few coins that could show growth.
  1. BNB: Fee token for Binance
  2. Gas: Not a Fee token for an exchange, but it is a dividend paid out on Neo and a currency that can be used to purchase services for dapps.
  3. Kucoin: Fee token for Kucoin

Market 10 - Decentralized Data Storage

Currently, data storage happens with large companies or data centers that are prone to failure or losing data. Decentralized data storage makes loss of data almost impossible by distributing your files to numerous clients that hold tiny pieces of your data. Remember Torrents? Torrents use a peer-to-peer network. It is similar to that. Many users maintain copies of the same file, when someone wants a copy of that file, they send a request to the peer-to-peer network., users who have the file, known as seeds, send fragments of the file to the requester., he requester receives many fragments from many different seeds, and the torrent software recompiles these fragments to form the original file.
  1. Gbyte: Byteball data is stored and ordered using directed acyclic graph (DAG) rather than blockchain. This allows all users to secure each other's data by referencing earlier data units created by other users, and also removes scalability limits common for blockchains, such as blocksize issue.
  2. Siacoin: Siacoin is decentralized storage platform. Distributes encrypted files to thousands of private users who get paid for renting out their disk space. Anybody with siacoins can rent storage from hosts on Sia. This is accomplish via "smart" storage contracts stored on the Sia blockchain. The smart contract provides a payment to the host only after the host has kept the file for a given amount of time. If the host loses the file, the host does not get paid.
  3. Maidsafecoin: MaidSafe stands for Massive Array of Internet Disks, Secure Access for Everyone.Instead of working with data centers and servers that are common today and are vulnerable to data theft and monitoring, SAFE’s network uses advanced P2P technology to bring together the spare computing capacity of all SAFE users and create a global network. You can think of SAFE as a crowd-sourced internet. All data and applications reside in this network. It’s an autonomous network that automatically sets prices and distributes data and rents out hard drive disk space with a Blockchain-based storage solutions.When you upload a file to the network, such as a photo, it will be broken into pieces, hashed, and encrypted. The data is then randomly distributed across the network. Redundant copies of the data are created as well so that if someone storing your file turns off their computer, you will still have access to your data. And don’t worry, even with pieces of your data on other people’s computers, they won’t be able to read them. You can earn MadeSafeCoins by participating in storing data pieces from the network on your computer and thus earning a Proof of Resource.
  4. Storj: Storj aims to become a cloud storage platform that can’t be censored or monitored, or have downtime. Your files are encrypted, shredded into little pieces called 'shards', and stored in a decentralized network of computers around the globe. No one but you has a complete copy of your file, not even in an encrypted form.

Market 11 - Cloud computing

Obviously, renting computing power, one of the biggest emerging markets as of recent years, e.g. AWS and Digital Ocean, is also a service, which can be bought and managed via the blockchain.
  1. Golem: Allows easy use of Supercomputer in exchange for tokens. People worldwide can rent out their computers to the network and get paid for that service with Golem tokens.
  2. Elf: Allows easy use of Cloud computing in exchange for tokens.

Market 12 - Stablecoin

Last but not least, there are 2 stablecoins that have established themselves within the market. A stable coin is a coin that wants to be independent of the volatility of the crypto markets. This has worked out pretty well for Maker and DGD, accomplished through a carefully diversified currency fund and backing each token by 1g or real gold respectively. DO NOT CONFUSE DGD AND MAKER with their STABLE COINS DGX and DAI. DGD and MAKER are volatile, because they are the companies of DGX and DAI. DGX and DAI are the stable coins.
  1. DGD: Platform of the Stablecoin DGX. Every DGX coin is backed by 1g of gold and make use proof of asset consensus.
  2. Maker: Platform of the Stablecoin DAI that doesn't vary much in price through widespread and smart diversification of assets.
EDIT: Added a risk factor from 0 to 10. The baseline is 2 for any crypto. Significant scandals, mishaps, shady practices, questionable technology, increase the risk factor. Not having a product yet automatically means a risk factor of 6. Strong adoption and thus strong scrutiny or positive community lower the risk factor.
EDIT2: Added a subjective potential factor from 0 to 10, where its overall potential and a small or big market cap is factored in. Bitcoin with lots of potential only gets a 9, because of its massive market cap, because if Bitcoin goes 10x, smaller coins go 100x, PIVX gets a 10 for being as good as Monero while carrying a 10x smaller market cap, which would make PIVX go 100x if Monero goes 10x.
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