Final results: “Should I invest in crypto trading bots or should I buy crypto coins myself?”

A month ago I tried to answer the question:”Should I invest in crypto trading bots or should I buy crypto coins myself?”

Should I invest in crypto trading bots or should I buy crypto coins myself?

To answer the question I have been comparing three portfolios. Two portfolios on the Binance cryptocurrency platform in which I bought and held on to a selection of crypto coins (Top 10 cryptocurrency coins and cryptocurrency coins 11-20) and one portfolio with my selection of 30+ crypto trading bots on the Revenyou Bots platform.

After six months of comparing the performances of three portfolios, here are the final results.

Euro results three portfolios

The results of the three portfolio’s after six months as per mid February 2021 (5 months results as per mid January 2021):

  • Top10 coins portfolio Binance (orange line): +291,12% (+88,6%)
  • Top11-20 coins portfolio Binance (grey line): +172,67% (+40,1%)
  • Crypto trading bots portfolio Revenyou Bots (blue line): +141,49% (+55,8%)

Incredible gains in the last month, where both Binance holding portfolios have outperformed the crypto trading bot portfolio. The difference in ROI (return on investment) of the Binance Top 10 portfolio as compared to the crypto trading bot portfolio is shown in the following chart.

A positive score on the chart means the “Revenyou portfolio” has a higher ROI than the “Binance portfolio”. For example if the “Revenyou portfolio” has a return of 20% and the “Binance Top 10 portfolio” has a return of 50% the result on the chart will be 20 – 50 = -30%

(Return On Investment Crypto Trading Bot portfolio) -/- (Return On Investment Binance Top 10 crytpo coin portfolio)

The same chart showing the difference in ROI of the “Binance Top 20 portfolio” (Binance Top 10 + Binance Top 11-20) as compared to the “crypto trading bot portfolio”.

(Return On Investment Crypto Trading Bot portfolio) -/- (Return On Investment Binance Top 20 crytpo coin portfolio)

The performance of the Binance Top coins holding portfolios in the last 30 days has been stellar, resulting in an outperformance of the Top 10 coins of 149,63% and an outperformance of the Top 20 coins of 81,67% compared to the Revenyou crypto trading bots portfolio.

The above data suggests that holding a selection of larger volume coins is wiser than buying crypto trading bots. But as noted last month, the risk due to the volatility of holding on to the individual coins is much higher than owning crypto trading bots.

Crypto trading bots work like asset managers, buying and selling crypto coins for you depending on market conditions and signals. Managing your assets reduces risk meaning both gains and losses will be smoothed out. Volatility (risk) is not what most investors are looking for. A controlled profit with the least possible risk is preferable. If the cryptocurrency market undergoes a correction, the fall of prices will be better controlled by the trading bots.

How do we take risk or volatility out of the equation and get a fairer comparison?

The answer is Sharpe ratio. Next italic explanation is copied from last months post and can be skipped / fast forwarded if you know all about Sharpe ratio by now.

The Sharpe ratio was developed by Nobel laureate William F. Sharpe and is used to help investors understand the return of an investment compared to its risk. Risk in this case is equal to volatility. A portfolio with a high degree of volatility is riskier than a portfolio with lower volatility. High volatility brings with it chances of higher profit but also chances of higher loss.To briefly summarize the usefulness of the ratio:

    • The Sharpe ratio adjusts a portfolio’s past performance for the excess risk that was taken by the investor.
    • A high Sharpe ratio is good when compared to similar portfolios or funds with lower ratios.

A higher Sharpe metric is always better than a lower one because a higher ratio indicates that the portfolio is making better investment decisions and not being swayed by the risk associated with it. Sharpe ratio grading thresholds are commonly interpreted in the following way:

    • <1: Not Good
    • 1 – 1.99: Ok
    • 2 – 2.99: Really Good
    • >3: Exceptional

To calculate the Sharpe ratio we need a risk-free rate of return. This is the return on an investment with zero risk, meaning it’s the return investors could expect for taking no risk. The yield for a U.S. Treasury bond, for example, could be used as the risk-free rate. In my calculations I used T-bonds or Treasury bonds. Treasury bonds are fixed-rate U.S. government debt securities with a maturity range between 10 and 30 years. I used the 10 year bonds.

The following chart shows the development of the “10 Year US Treasury Yield” over the past 6 months. The yield has almost doubled in half a year, increasing from 0,675% mid August 2020 to 1,301% mid February 2021

Development of the “10 Year US Treasury Yield” over the past 6 months

The following chart represents  the Sharpe ratios of the three portfolios, Crypto trading bots (blue line), Top10 coins (orange line) and Top20 coins (yellow line).

Sharpe ratios of Crypto trading bots (blue line), Top10 coins (orange line) and Top20 coins (yellow line)

The Sharpe ratio results (last months results):

  1. Top10 coins portfolio: 4,54 (3,20)
  2. Crypto trading bots portfolio: 4,27 (3,52)
  3. Top20 coins portfolio: 4,21 (3,16)

The ROI (return on investment) of all three portfolios can be classified as more than exceptional, scoring well above 3. After a month with ‘out of the ordinary’ crypto results the portfolio with the highest Sharpe ratio is the Top 10 coins holding portfolio.

Final conclusion after six months of comparing:
Based on the proposition “A higher Sharpe metric is always better than a lower one because a higher ratio indicates that the portfolio is making better investment decisions” the Top 10 coins holding portfolio wins.

If you like taking risk, you don’t mind the volatility, and you believe in the future of crypto currency, holding the larger volume coins (Top10) would have brought you the highest return in the past six months. Even corrected for risk/volatility this would have been the best choice. The more cautious investor probably sleeps better with a broad selection of crypto trading bots that will manage your assets with less risk. In a declining market or market moving sideways (like the first three months of my comparison) the bots will absorb eventual blows better.

Final note: This comparison doesn’t involve trading by yourself. All three portfolios are buy and hold portfolios for “lazy” investors. The adage has been: Let the coins and the bots work for you, and do not intervene.

Should I invest in crypto trading bots or should I buy crypto coins myself?

Why should I invest in crypto trading bots? Why not open an account on a crypto exchange and trade in crypto currency myself? Okay, maybe trading by myself is not the smartest option. It takes a fair amount of time, knowledge, skill and steel nerves to trade successfully. Even more so when trading cryptocurrency.

But what about buying a selection of larger cryptocurrency coins, and just hold them for a longer period of time? The cryptocurrency market is in an upward trend, so my portfolio will grow automatically. And I guess it will gain more than crypto trading bots are able to realize.

This was my line of reasoning in July/August 2020 when I saw cryptocurrencies gain 50-60-70% in a matter of weeks, while my trading bots only gained 15-20-25%. Time for some research.

I opened two accounts on crypto exchange Binance. One for the Top 10 cryptocurrency coins, and one for cryptocurrency coins 11-20, and started tracking and comparing the value of my Binance portfolios with my selection of 20+ crypto trading bots. An exiting venture, every evening after dinner entering the current position in Excel and seeing the charts develop. In this blog I want to share the results over the past 5 months.

Looking at the cryptocurrency market over the past 5 months, the first 3 months (mid-August to mid-November) show a sideways to slightly negative trend. Results vary between 0 and -20%. The last 2 months (mid-November to mid-January) show enormous growth, with the larger cryptocurrencies (Bitcoin, Ethereum) gaining up to 200%.

A good way to follow the development of the broader cryptocurrency market is through the CMC Crypto 200 Index.

CMC-CRYPTO-200-INDEX-BY-SOLACTIVE

Because Bitcoin has a market dominance of 67% the crypto 200 index is also published without BTC (EX-BTC):

CMC-CRYPTO-200-EX-BTC-INDEX-BY-SOLACTIVE

Both charts show that the cryptocurrency market didn’t gain much in the first 3 months, but doubled in value over the last 2 months. My charts show the same picture. The charts underneath show the results of my collection of crypto trading bots (blue line), my Top10 crypto coins portfolio on Binance (orange line) an my Top 11-20 crypto coins portfolio on Binance. The first chart shows the results in Bitcoin, the second one in euros.

Due to the enormous value increase of Bitcoin, the value of all three portfolios in BTC has decreased. Expressed in euros all three portfolios show an increase in value. In percentages:

  • Top10 coins portfolio on Binance: +88,6%
  • Crypto trading bots portfolio: +55,8%
  • Top11-20 coins portfolio on Binance: +40,1%

Let’s zoom in on the performance comparisons of the Crypto trading bots against the Top10 coins and against the Top20 coins (adding Top10 and Top11-20). First Bots (blue line) vs Top10 (orange line).

The 15 day moving averages show a better result for the Crypto trading bots (yellow moving average line) in the first three months compared to the Top10 coins (light blue moving average line). The Top10 coins lose up to 20% in value in this period, while the trading bots drop a maximum of 5%. Around day 96 the moving average lines cross. In the last two months the Top 10 coins have a clear advantage. What is striking is the difference in volatility. The trading bots show a more controlled price trend than the Top10 coins. Top10 coins is showing deeper valleys and higher peaks.

Let’s have a look at Bots (blue line) vs Top20 (orange line).

As seen before, Top11-20 coins didn’t perform as well as Top10 coins. Adding the results shows an almost identical performance for the trading bots (yellow moving average) and the Top20 coins (light blue moving average line). Again, the greater volatility of the value of the Top20 coins portfolio compared to the trading bots portfolio is striking.

So the question remains: Should I invest in crypto trading bots or should I buy a selection of cryptocurrency coins, and just hold them for a longer period of time? The above data suggests that a selection of larger volume coins is performing better. Or does it? Volatility is not what most investors are looking for. A controlled profit with the least possible risk is preferable. If the cryptocurrency market undergoes a correction, the fall of prices will be better controlled by the trading bots. But how do we take risk or volatility out of the equation and get a fairer comparison?

The answer is Sharpe ratio. The Sharpe ratio was developed by Nobel laureate William F. Sharpe and is used to help investors understand the return of an investment compared to its risk. Risk in this case is equal to volatility. A portfolio with a high degree of volatility is riskier than a portfolio with lower volatility. High volatility brings with it chances of higher profit but also chances of higher loss.To briefly summarize the usefulness of the ratio:

    • The Sharpe ratio adjusts a portfolio’s past performance for the excess risk that was taken by the investor.
    • A high Sharpe ratio is good when compared to similar portfolios or funds with lower ratios.

A higher Sharpe metric is always better than a lower one because a higher ratio indicates that the portfolio is making better investment decisions and not being swayed by the risk associated with it. Sharpe ratio grading thresholds are commonly interpreted in the following way:

    • <1: Not Good
    • 1 – 1.99: Ok
    • 2 – 2.99: Really Good
    • >3: Exceptional

To calculate the Sharpe ratio we need a risk-free rate of return. This is the return on an investment with zero risk, meaning it’s the return investors could expect for taking no risk. The yield for a U.S. Treasury bond, for example, could be used as the risk-free rate. In my calculations I used T-bonds or Treasury bonds. Treasury bonds are fixed-rate U.S. government debt securities with a maturity range between 10 and 30 years. I used the 10 year bonds.

The following chart represents the Sharpe ratios of the three portfolios, Crypto trading bots (blue line), Top10 coins (orange line) and Top20 coins (yellow line).

Let’s zoom in on the last two months.

The results in percentages:

  • Crypto trading bots portfolio: 3,52
  • Top10 coins portfolio: 3,20
  • Top20 coins portfolio: 3,16

The ROI (return on investment) of all three portfolios can be classified as exceptional. But when taking volatility out of the equation the portfolio with the highest Sharpe ratio after 5 months of comparing is the crypto trading bots portfolio.

The conclusion for now: if you like taking risk and you don’t mind the volatility, holding the larger volume coins (Top10) can bring you a higher return. The more responsible investor is better off with a broad selection of crytpo trading bots that will manage your assets with less risk. Based on the (preliminary) results they achieve a higher result over a longer period in a volatile market such as cryptocurrencies.

Performance of single coin Ethereum and Bitcoin trading-bots update 2

A new bi-weekly update on the performance of the Bitcoin and Ethereum crypto trading bots on the Revenyou Bots platform. This blog adds two weeks of data to the last update found here.

Performance of single coin Ethereum and Bitcoin trading-bots update

Bitcoin has been on an exeptional bullrun rallying more than 45% in value in the past two weeks to more than $28.000. If we compare that run to the performance of the Bitcoin crypto trading bots we see the following results.

Performance Bitcoin and BTC Bots

In percentage (2 weeks ago):

    1. Bitcoin (green line): +154,84% (+72,33%)
    2. Himalaya by botcreator Boosting Alpha (orange line): +50,60% (+28,82%)
    3. Sweet Orange Mia by botcreator Agga Technologies (blue line): +31,63% (+14,12%)
    4. Dr Block 2 by botcreator Rave before the machine (yellow line): +31,62% (+27,88%)
    5. Dr Block by botcreator Rave before the machine (grey line): +25,71% (+19.03%)
  1. Although all bots have been able to add value, the differences are remarkable. Just like in my last blog where I compared the performance of my portfolio of crypto trading bots to a holding portfolio of crypto currency coins, I want to use the Sharpe ratio to help understand the return of the investments compared to their risk. To briefly summarize the usefulness of the ratio:
    • The Sharpe ratio adjusts a portfolio’s past performance for the excess risk that was taken by the investor.
    • A high Sharpe ratio is good when compared to similar portfolios or funds with lower returns.

Comparing the Sharpe ratio’s of Bitcoin and the BTC trading Bots provides a fairer picture of the performance. The results are represented in the following chart.

Sharpe ratio Bitcoin and BTC Bots

A higher Sharpe metric is always better than a lower one because a higher ratio indicates that the portfolio is making better investment decisions and not being swayed by the risk associated with it. Sharpe ratio grading thresholds are commonly interpreted in the following way:

    • <1: Not Good
    • 1 – 1.99: Ok
    • 2 – 2.99: Really Good
    • >3: Exceptional

With Sharpe ratio scores ranging from 2,96 to 4,46 the Bitcoin trading bots have shown very good to exceptional results. Bitcoin however, with a Sharpe ratio of 10, is in a league of its own.

Finally the chart for Ethereum and the ETH trading bots.

Performance of Ethereum and ETH Bots

Ethereum is showing very strong growth in value over the past two weeks. The ETH trading bots show a varied picture. In percentages (2 weeks ago):

    1. Ethereum (grey line): +96,88% (+58,45%)
    2. Refreshing Grey Mia by botcreator Agga Technologies (blue line): +22,70% (-1,22%)
    3. Dr. Spock by botcreator Rave before the machine (orange line): -12,81% (-12,05%)

Refreshing Grey Mia has performed very well and turned its loss into a good profit. Dr. Spock has fallen further and is waiting for an update by the botcreator.

As noted in previous blogs, the crypto trading bots are looking for an outperformance by holding on to accumulated profits in a declining market. So far they have had no chance to do so. I will continue to compare the results of the crypto trading bots to the performance of their coins to see if outperformance is possible in the longer run.

4 Months of Crypto Trading Bots performance compared to holding Top 20 crypto coins

A month ago I posted a 3 month comparison between my crypto trading bots portfolio and a portfolio in which I’m holding 20 different crypto currency  coins. The goal is to see if the trading bots can outperform the crypto currency market.

3 Months of Bots performance compared to a Top 20 coins HODL

Now, with a month of extra data, the picture should become clearer. Are the crypto trading bots able to generate a higher revenue than the crypto currency market? Firstly let’s have a look at where we left of last month.

Bots vs Top20Coins HODL
3 month performance of crypto trading bots (blue line) and holding rhe Top 20 crypto coins (orange line)

Due to a booming November month the Top 20 crypto currency coins portfolio (orange line in the chart) turned an average loss into a 12,65% average profit (Nov. 23rd), and closed in on the result of the portfolio of crypto trading bots (blue line) of 14,76%.

What happened in the period of Nov. 24th until Christmas? The results are in the chart below.

4 month performance of crypto trading bots (blue line) and holding rhe Top 20 crypto coins (orange line)

As you can see the last month has been a period of great volatility. The results over the past 4 months are as follows (3 month results):

  • Portfolio of crypto trading bots: +16,34% (14,76%)
  • Portfolio of Top 20 crypto currency coins: +7,33% (12,65%)

The crypto trading bots have been able to gain while the average value of the crypto currency coins lost more than 5% in value. The outperformance of the trading bots is 9% over the 4 month period.

A good way to be able to compare both portfolios even better is to use the Sharpe ratio. The Sharpe ratio was developed by Nobel laureate William F. Sharpe and is used to help investors understand the return of an investment compared to its risk. Risk in this case is equal to volatility. A portfolio with a high degree of volatility is riskier than a portfolio with lower volatility. High volatility brings with it chances of higher profit but also chances of higher loss.

  • The Sharpe ratio adjusts a portfolio’s past performance for the excess risk that was taken by the investor.
  • A high Sharpe ratio is good when compared to similar portfolios or funds with lower returns.

In the chart below we see the Sharpe ratio of the crypto trading bots portfolio represented by the blue line and the portfolio of 20 crypto currency coins represented by the orange line.

Sharpe ratio of the portfolio of crypto trading bots (blue line) and the portfolio of 20 crypto currency coins (orange line)

The conclusion that can be drawn from the higher Sharpe ratio of the crypto trading bots portfolio is that their risk-adjusted return is also better than when simply holding 20 crypto currency coins during the last 4 months.

Next month in a new update we will see if the trading bots can build on their outperformance or if there is another boom in the crypto currency market which makes a simple coins hold more favorable. If you have any questions or suggestions don’t hesitate to comment.

Agga Technologies trading-Bots performance per November 2020

Agga Technologisch trading-Bots performance

This is the first Agga Technologisch trading-Bots performance table we publish. On 11 November 2020, the RevenYOU Bots team wrote:

"Dear Community,
Research has shown that the signals from Agga Technologies bots did not arrive properly on the BOTS-platform. This caused these bots (names Mia's) to not function properly. Together with the Agga team we have fixed this. There has been a partial miscommunication between the RevenYOU development Bots team and the Agga team, which caused the errors.
We are continuously changing and optimizing our platform and Agga Technologies do the same for their trading-algorithms. Because of this continuous change and the miscommunication, this problem could occur. RevenYOU apologize for this. The new API will provide optimal and better communication.
The RevenYOU Bots team hope that everyone will give them the confidence, and let the bots perform."

In short this means that the Mia bots did not all perform as expected prior to 11 November. The table above should be read while taking this in to account.  From this date onward  the Return On Investment should be secured, as expected.