Lithium & marijuana running away from crypto stocks as 2017 comes to a close
There's plenty of people out there at this time of year cutting the numbers on how various classifications of equities have performed during calendar 2017: Industrials compared to Resources; Small Caps relative to Large Caps; Value versus Growth; maybe Health v IT. What about those sectors that have had a real "Buzz" about them, relative to the market or even compared to each other?
What have been the buzz categories this year? Off the top of my head, I come up with Cannabis, Chinese demand for Aussie food brands, cryptocurrencies and lithium (if you've got others, let me know).
So how have these buzz stocks performed? Stocks associated with cryptocurrencies under-performed relative to other buzz categories - they only delivered a capital return of 140% in the first 11 months of the year.
Sure that looks great compared to the 10% capital gain for the S&P/ASX Small Industrials or the 24% gain for the S&P/ASX Small Resources. But its nothing compared to the 364% return from owning a basket of medical marijuana stocks, or the 327% from being long a portfolio of lithium plays.Even the China themed food brand stocks had returned 274% over 11 months.
Figure 1: relative returns of four "buzz" sectors on the ASX (equal-weighted portfolios)
![](data:image/png;base64,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)
source: Equitable Investors, Thomson Reuters, companies' data
Just to provide a little perspective on how speculative these "buzz" stocks are, Figure 2 sets out the average revenue each company reported in FY17, compared to their current Enterprise Value (EV).
Figure 2: Average revenue & EV of stocks in each "buzz" category
![](data:image/png;base64,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)
source: Equitable Investors, Thomson Reuters, companies' data
There are some highly profitable businesses in their - certainly in the China portfolio featuring companies like a2 Milk (ASX code: A2M) and Synlait Milk (ASX code: SM1) and also among the lithium producers - but cannabis and cryptocurrency stocks in particular look like they have much to prove.
For the record, the Equitable Investors Dragonfly Fund currently has exposure to the China theme via a branded food stock and via food testing but not to the other buzzing themes highlighted.
We'll keep you in suspense regarding the final outcome in the race. Can lithium pip cannabis at the post? Can cryptocurrencies close the gap?
Note: these relative returns were created by measuring monthly percentage share price changes for portfolios of stocks associated with each of the "buzz" sectors. Each relative index reflects the average percentage changes of all stocks in each portfolio. We identified 15 cryptocurrency stocks, nine cannibis stocks, nine China stocks and 13 lithium stocks.
What have been the buzz categories this year? Off the top of my head, I come up with Cannabis, Chinese demand for Aussie food brands, cryptocurrencies and lithium (if you've got others, let me know).
So how have these buzz stocks performed? Stocks associated with cryptocurrencies under-performed relative to other buzz categories - they only delivered a capital return of 140% in the first 11 months of the year.
Sure that looks great compared to the 10% capital gain for the S&P/ASX Small Industrials or the 24% gain for the S&P/ASX Small Resources. But its nothing compared to the 364% return from owning a basket of medical marijuana stocks, or the 327% from being long a portfolio of lithium plays.Even the China themed food brand stocks had returned 274% over 11 months.
Figure 1: relative returns of four "buzz" sectors on the ASX (equal-weighted portfolios)
source: Equitable Investors, Thomson Reuters, companies' data
Just to provide a little perspective on how speculative these "buzz" stocks are, Figure 2 sets out the average revenue each company reported in FY17, compared to their current Enterprise Value (EV).
Figure 2: Average revenue & EV of stocks in each "buzz" category
source: Equitable Investors, Thomson Reuters, companies' data
There are some highly profitable businesses in their - certainly in the China portfolio featuring companies like a2 Milk (ASX code: A2M) and Synlait Milk (ASX code: SM1) and also among the lithium producers - but cannabis and cryptocurrency stocks in particular look like they have much to prove.
For the record, the Equitable Investors Dragonfly Fund currently has exposure to the China theme via a branded food stock and via food testing but not to the other buzzing themes highlighted.
We'll keep you in suspense regarding the final outcome in the race. Can lithium pip cannabis at the post? Can cryptocurrencies close the gap?
Note: these relative returns were created by measuring monthly percentage share price changes for portfolios of stocks associated with each of the "buzz" sectors. Each relative index reflects the average percentage changes of all stocks in each portfolio. We identified 15 cryptocurrency stocks, nine cannibis stocks, nine China stocks and 13 lithium stocks.