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PortfolioPilot Review: Any better?

I last took a look at PortfolioPilot a year ago, and since their email frequency seems to have ticked up, I figured I’d give it another look.

If you don’t feel like looking at the old review, the TL/DR is “good promise, errors in the data make me hesitant to recommend it”.

And guess what? Nothing has changed in that regard. All the lovely formatting in the world, all the tailored recommendations, all the graphs and charts are pretty much useless if PortfolioPilot can’t accurately reflect what’s underneath the ETFs in my portfolio. 

And, as I’ll show with a few examples, both of which I reported to support, the errors are not minor.

Now, bear in mind that I’m a big fan of all-in-ones, and these are essentially “funds of funds”, so if you DON’T hold these kinds of assets, then your perception of PortfolioPilot’s usefulness might be quite different. For me, if PortfolioPilot doesn’t have an accurate handle on what I actually own, it can’t have an accurate handle on anything else: the risk calculations, the forecasts, the recommendations — all are suspect.

Problem number 1: PortfolioPilot doesn’t know what’s in XGRO

So here’s the breakdown PortfolioPilot shows when you give it a portfolio with just XGRO in it:

PortfolioPilot’s Assessment of the “By Holdings” look-through of XGRO

The first few entries are accurate, per the XGRO product page. As of April 17, 2026, it reports:

  • 36.31% in ITOT, the iShares Core S&P Total US Stock Market1
  • 20.31% in XIC, the iShares Core S&P/TSX Capped Composite2
  • 20.21% in XEF, the iShares Core MSCI EAFE ETF3

So it’s got about 3/4 of the holdings right so far. PortfolioPilot now reports that XGRO holds 12.3% in a BondBloxx ETF. This is dead wrong. I’ve never heard of it, and “BB rated USD High Yield” sounds rather speculative, not something I’d want to invest 10% of my hard-earned money in. How can this kind of error creep in? My friend google gives a hint for those in the know:

Google Gemini’s take on BondBloxx BB Rated HY Corporate Bond ETF

The clue? The symbol of this ETF per Google Gemini is “XBB”. XGRO does not hold XBB on any US market4. XGRO does, however, hold XBB.TO, which, admittedly, is also a bond fund, but its description is a lot more boring:

Why XBB? Low cost, broad exposure to the Canadian investment grade bond market

XBB by Bondbloxx is clearly a much different animal than XBB by Blackrock, and that’s a pretty big miss.

There’s more to shake your head at, though. PortfolioPilot has “other equities” sitting at 7% of the portfolio. This is also wrong. XGRO is an 80/20 fund, which means it’s 80% equity. 75% of it we’ve already talked about (ITOT, XIC, XEF), and the other 5% is the next line in the PortfolioPilot report, namely XEC, the iShares MSCI Emerging Markets fund. So by PortfolioPilot’s estimation, XGRO is about 88% equity, which is off by 8 percentage points.

Anyway, two pretty serious errors for a fund that makes up 15% of my retirement portfolio.

But perhaps it’ll do better with a fund based in the USA?

Problem #2: PortfolioPilot doesn’t know what’s in AOA either

AOA is even a more important fund for me at the moment: it’s 50% of my portfolio, give or take. So what does PortfolioPilot have to say about what’s underneath?

PortfolioPilot’s Assessment of the “By Holdings” look-through of AOA

I don’t really know where to begin with this breakdown. Perhaps it’s faster to point out what it has right:

  • iShares US Aggregate Bond ETF (IUSB) percentage is correct

The rest is pretty much random:

  • PortfolioPilot claims the top holding of AOA is a Vanguard fund. Given that AOA is a product of iShares (a major competitor of Vanguard) this seems rather unlikely. And it is, I assure you, completely wrong.
  • PortfolioPilot correctly says that AOA holds the S&P 500 ETF (IVV) but the percentage is totally wrong. Per the AOA product page, it sits at about 45%
  • The other three major holdings (namely “other”, iShares Real Estate and SPDR Gold) are all wrong. AOA holds none of these.

Of course, my test is a very small sample, but important to me. If you do use PortfolioPilot, I’d make very sure that it accurately reflects what you actually own; otherwise the rest of the service cannot possibly work correctly. I’ll let you know if/when the situation at PortfolioPilot changes, but until it does, I’m not trusting it even at its free tier.

  1. AKA “US Equity” to my way of thinking of asset allocation ↩︎
  2. AKA “Canadian Equity” ↩︎
  3. AKA “International Equity” ↩︎
  4. Recall that PortfolioPilot is a US based tool that happens to support Canadian-listed ETFs, but to find them you have to add “.TO” to the end of the Canadian symbol ↩︎

Mini-Review: PortfolioPilot

I discovered PortfolioPilot (https://portfoliopilot.com/), a product of Global Predictions, because it’s mentioned in passing on Passiv’s dashboard. (You can read a bit about Passiv over here — the premium version of Passiv used to be offered for free to all Questrade users, but it’s now part of their shiny new subscription service1.)

So what is PortfolioPilot? Let’s hand it over to their AI assistant to weigh in on that question 🙂

PortfolioPilot AI Assistant v1.3 explaining what it is

On Passiv, the data provided by PortfolioPilot is limited to a portfolio score (out of 1000) and a “Forecasted Return” metric. The Global Predictions/PortfolioPilot assessments for my portfolio as presented on the Passiv dashboard are depicted below.

Global Predictions/ Portfolio Pilot’s scoring of my portfolio, as depicted on the Passiv dashboard23

When I headed over to the PortfolioPilot website, I decided to set up an account and take a closer look.

After an initial set of questions to help figure out my risk profile, I was able to enter my entire portfolio manually, since it’s down to just 12 holdings these days. Pro tip: this is a US tool, so if you enter Canadian stocks/ETF, you have to add “.TO” to the name of the holding in question, e.g. XGRO.TO not just “XGRO”.

So once I did that, it spat out all kinds of pretty data. I do like the visualization per ETF held…this one is showing 3 month returns per ETF. Whether or not it’s including dividend payouts is not known.

3 month return of ETFs held in my retirement portfolio

It also gave me a little more insight into my portfolio score4:

Portfolio Score of my retirement holdings, per PortfolioPilot

This view reminds me of how QTrade does their portfolio assessments, something I thought was a plus of that provider. The downside protection warning indicated that I have too much invested in too few holdings, but since I’m on the free version, no further insight was provided. Both AOA and XGRO are tilted towards large US stocks…I suppose my Magnificent Seven holdings are a non-trivial part of the overall portfolio as a result, but I wasn’t able to delve further into this warning. That’s what you get for paying nothing, I suppose.

So some nice stuff here, nice visualizations, customized news based on what’s in your portfolio, all good. But there are some problems I see with their data.

Example one:

PortfolioPilot Asset class view: 35% “unknown”? Blind spot for Canadian ETFs, maybe?

The asset breakdown is very detailed, which I like, but at 35% “unknown”, it’s kinda useless. No way I can see to figure out what ETFs are causing it trouble. Guess I’ll see what support has to say.

They have specific recommendations, which I also like, but again, I see issues:

PortfolioPilot suggested actions

So here, my issue is with action #2. It was recommending replacing XEQT (an ETF all-star) with VE.

Now, setting aside for a moment that VE and XEQT are pretty different in terms of what they hold, (to start, VE has no Canadian or Far East exposure), the REASON the suggestion was made was to save on management fees. PortfolioPilot claimed that VE attracted no fees, making me a sucker for paying 0.20% to hold XEQT. A quick look at the VE page dispelled that idea immediately — the MER is 0.22%. Following their advice would have led me to pay MORE in fees, not less. Shrug.

Anyway, I spent all of 30 minutes with this tool, and although it shows promise, some of the errors I spotted do not fill me with confidence in recommending it to others.

Anyone out there using it? Got other thoughts? Let me know at comments@moneyengineer.ca!

  1. But per some Reddit threads I have seen, users with more assets with Questrade may get it anyway. I await some sort of official communication before commenting further. As of right now, I still seem to have full access to the tool. ↩︎
  2. I dunno, 95th percentile seems “Excellent” to me.
    ↩︎
  3. Not really sure how to interpret that. Does that mean between 8% and 10% annual return, or does it mean -1% to 19% annual return? I would tend to believe the latter, since that’s more in line with an 80% equity portfolio, but no explanation is offered… ↩︎
  4. I suppose my score is a bit higher because it also includes my remaining QTrade holdings, which Passiv doesn’t support. Or maybe not. ↩︎