The title above kind of speaks for itself. Rather that me going on about what happened so far in 2020, and my opinions as to why, let's just get to the point. In 2020 YTD, the SPY is down -29% and the MIPS models are down only -3%. That, we are very proud of.
Graph #1 - In 2020, SPY -29%
More Bad News - The SPY hit and fell below its last support level (#3 below) and the next one is "way down".
Graph #2 - In 2020, MIPS -3% (from TimerTrac.com)
More Good News -- If the SPY goes down further, MIPS will go up higher (as in 2008, to over +50%)
![image.png](data:image/png;base64,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)
Note: The above charts from TimerTrac.com are calculated from actual, verified signals from MIPS (all MIPS models
issued the same signals in 2020). When MIPS models issue a signal after the market close, MIPS members are to trade
on the next days open. The calculated numbers are not 100% equal to the numbers from real trades because: (a) signals
issued to trade on the open may execute 2-3 minutes late (and 3-4% different than the open), and (b) buying the SH is not
quite the same as shorting the SPY, and (c) the SPY is not exactly the same as the S&P Index which it follows.
The GOOD NEWS is that these number are indeed close enough for us to analyze and track our performance.
Good Trading...
Paul Distefano, PhD
Founder / Owner
MIPS Timing Systems, LLC
Houston, TX