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Prediction markets have become a big deal, presumably because a lot of people like betting. But functionally and economically, prediction markets are also supposed to be about information discovery. If you get enough people researching, analyzing, and thinking about something, eventually the "wisdom of the crowds" should prevail and something resembling the truth should, in theory, emerge. The stereotypical use for a prediction market (also referred to as an event market) is a binary bet. Will this happen? Yes or no.
But now, you can also bet on real estate prices:
Parcl, the real-time housing data and onchain real estate platform, and Polymarket, the world’s largest prediction market, today announced a partnership to bring Parcl’s daily housing price indices to a new suite of real estate prediction markets on Polymarket.
The partnership will introduce housing-focused markets that settle against Parcl’s published price indices, giving traders and analysts an objective, data-driven reference point for forecasting where home prices are headed. Polymarket will list and operate the markets; Parcl will provide independent index data and settlement reference values designed for transparent verification.
Housing is the largest asset class in the world, but it’s still hard to express a clean view on price direction without taking on property-level complexity, leverage, or long timelines. By combining Parcl’s daily indices with Polymarket’s event-market structure, the partnership offers a simpler way to trade housing outcomes, with clear settlement rules and public, auditable resolution data.
Here's a specific example: What will the median home value in Miami be on February 1?
Right now, the market seems to believe it will be greater than $1.1 million. This is fascinating. Among many other things, it gives us a clear and real-time sense of market sentiment. But as Matt Levine wrote in Money Stuff, it also gives homeowners the ability to hedge and diversify their housing market risk. If you live in a cold, high-tax place and you're super envious of everyone moving to Miami, you could, of course, just sell your house and move there too. But if you don't want to do that and you still want to participate in its growth, now you can just bet on its home prices using this derivatives market.
Cover photo by Cody Board on Unsplash
The best part about making predictions for a year ahead is that at the end of the year you get to look back with humility on what you were thinking at the time and realize how much you missed and how different things turned out.
So, what might happen in 2026?
Condominium development in Toronto: I think 2026 will be an important turning point year. If I keep saying this, at some point I'll be right, right? 2026 is the first year where we will start to see new condominium completions from the last cycle fall off significantly. Last year (2025), we were projecting nearly 32,000 condominium home completions. This year, it's projected to drop to ~17,487, with 2027 falling off even further as we head to almost no new supply (based on the current pipeline). What I think this means is that the first half of 2026 will still be painful as the market absorbs new inventory and the inventory from 2025 (including unsold units, units in default, and other scenarios), but that things will start to stabilize and feel better toward the end of 2026 and into 2027. New supply will now be delivering below the 10-year average for the first time in many years.
Purpose-built rental development in Toronto: The story since the condominium market turned in 2022 has been the flip to rental. But not all developers and sites can make this switch and, as I have argued before, the numbers suggest that it won't be enough to offset our dwindling new condominium supply. That said, I think rental rates will remain soft throughout 2026. The supply crunch we're headed toward will need a bit more time to be felt by the market. In the meantime, we will see the highly-amenitized purpose-built rental model fail. The strategy of using over-the-top amenities to drive high rents will finally fall apart in the current market environment. In its place will be a flight to value: boring rental models that offer a quality housing experience at reasonable prices.
Happy New Year! And welcome to another year of this daily blog. (In August of this year, we'll enter the 14th year of this daily practice.)
Exactly a year ago, I published a post talking about what might happen in 2025. It was last year's prediction post. Today, let's see how I did.
Real estate development: I admitted that I had been overly optimistic in terms of how soon the market would reset (specifically Toronto). But I did still argue that 2025 would be an important turning point in terms of people capitulating and more legacy assets/deals getting reset. I think we did start to see this. We looked at a number of receivership sites and came across many instances where a landowner would take 40-50% of what they paid. The problem is that the market still hasn't fully reset and we're still in the midst of absorbing our current housing supply pipeline. So while it sounds nice to buy something for $0.40 on the dollar, what do you then do with it?
Return-to-office: I said that we would see the average weekly occupancy index in downtown Toronto reach 90% by the end of 2025 (it was 73% when I wrote the post a year ago). As of November 2025, it was 82%. Not quite.
Autonomous vehicles: I reversed my position (relative to the prior year) and said that autonomous vehicles are way further along than most people thought, at least at the time. And boy, was 2025 a great year for Waymo. It feels like they're now in scaling mode.
EU carbon permits: A year ago, they were priced at €71.98 per tonne of carbon dioxide, compared to an all-time high of €105.73 in February of 2023. I guessed that they'd be between €90 and €100 by the end of 2025. Right now they're at €87.28.
Crypto: I thought that 2025 would be a good year for crypto given the MAGA movement's support for it. For a while, it seemed like that would be the case. But if I look at the price of Ethereum, it's down 15.21% year-to-date. So not what I predicted. But I continued to dollar-cost average.
Prediction markets have become a big deal, presumably because a lot of people like betting. But functionally and economically, prediction markets are also supposed to be about information discovery. If you get enough people researching, analyzing, and thinking about something, eventually the "wisdom of the crowds" should prevail and something resembling the truth should, in theory, emerge. The stereotypical use for a prediction market (also referred to as an event market) is a binary bet. Will this happen? Yes or no.
But now, you can also bet on real estate prices:
Parcl, the real-time housing data and onchain real estate platform, and Polymarket, the world’s largest prediction market, today announced a partnership to bring Parcl’s daily housing price indices to a new suite of real estate prediction markets on Polymarket.
The partnership will introduce housing-focused markets that settle against Parcl’s published price indices, giving traders and analysts an objective, data-driven reference point for forecasting where home prices are headed. Polymarket will list and operate the markets; Parcl will provide independent index data and settlement reference values designed for transparent verification.
Housing is the largest asset class in the world, but it’s still hard to express a clean view on price direction without taking on property-level complexity, leverage, or long timelines. By combining Parcl’s daily indices with Polymarket’s event-market structure, the partnership offers a simpler way to trade housing outcomes, with clear settlement rules and public, auditable resolution data.
Here's a specific example: What will the median home value in Miami be on February 1?
Right now, the market seems to believe it will be greater than $1.1 million. This is fascinating. Among many other things, it gives us a clear and real-time sense of market sentiment. But as Matt Levine wrote in Money Stuff, it also gives homeowners the ability to hedge and diversify their housing market risk. If you live in a cold, high-tax place and you're super envious of everyone moving to Miami, you could, of course, just sell your house and move there too. But if you don't want to do that and you still want to participate in its growth, now you can just bet on its home prices using this derivatives market.
Cover photo by Cody Board on Unsplash
The best part about making predictions for a year ahead is that at the end of the year you get to look back with humility on what you were thinking at the time and realize how much you missed and how different things turned out.
So, what might happen in 2026?
Condominium development in Toronto: I think 2026 will be an important turning point year. If I keep saying this, at some point I'll be right, right? 2026 is the first year where we will start to see new condominium completions from the last cycle fall off significantly. Last year (2025), we were projecting nearly 32,000 condominium home completions. This year, it's projected to drop to ~17,487, with 2027 falling off even further as we head to almost no new supply (based on the current pipeline). What I think this means is that the first half of 2026 will still be painful as the market absorbs new inventory and the inventory from 2025 (including unsold units, units in default, and other scenarios), but that things will start to stabilize and feel better toward the end of 2026 and into 2027. New supply will now be delivering below the 10-year average for the first time in many years.
Purpose-built rental development in Toronto: The story since the condominium market turned in 2022 has been the flip to rental. But not all developers and sites can make this switch and, as I have argued before, the numbers suggest that it won't be enough to offset our dwindling new condominium supply. That said, I think rental rates will remain soft throughout 2026. The supply crunch we're headed toward will need a bit more time to be felt by the market. In the meantime, we will see the highly-amenitized purpose-built rental model fail. The strategy of using over-the-top amenities to drive high rents will finally fall apart in the current market environment. In its place will be a flight to value: boring rental models that offer a quality housing experience at reasonable prices.
Happy New Year! And welcome to another year of this daily blog. (In August of this year, we'll enter the 14th year of this daily practice.)
Exactly a year ago, I published a post talking about what might happen in 2025. It was last year's prediction post. Today, let's see how I did.
Real estate development: I admitted that I had been overly optimistic in terms of how soon the market would reset (specifically Toronto). But I did still argue that 2025 would be an important turning point in terms of people capitulating and more legacy assets/deals getting reset. I think we did start to see this. We looked at a number of receivership sites and came across many instances where a landowner would take 40-50% of what they paid. The problem is that the market still hasn't fully reset and we're still in the midst of absorbing our current housing supply pipeline. So while it sounds nice to buy something for $0.40 on the dollar, what do you then do with it?
Return-to-office: I said that we would see the average weekly occupancy index in downtown Toronto reach 90% by the end of 2025 (it was 73% when I wrote the post a year ago). As of November 2025, it was 82%. Not quite.
Autonomous vehicles: I reversed my position (relative to the prior year) and said that autonomous vehicles are way further along than most people thought, at least at the time. And boy, was 2025 a great year for Waymo. It feels like they're now in scaling mode.
EU carbon permits: A year ago, they were priced at €71.98 per tonne of carbon dioxide, compared to an all-time high of €105.73 in February of 2023. I guessed that they'd be between €90 and €100 by the end of 2025. Right now they're at €87.28.
Crypto: I thought that 2025 would be a good year for crypto given the MAGA movement's support for it. For a while, it seemed like that would be the case. But if I look at the price of Ethereum, it's down 15.21% year-to-date. So not what I predicted. But I continued to dollar-cost average.
Foreign buyer ban: The Canadian federal government will relax the foreign buyer ban (which is set to expire on January 1, 2027) and allow foreigners to buy pre-construction homes. There are already rumblings about this so I acknowledge this isn't that bold a prediction. But beyond just relaxing the ban, I think government will start actively courting foreign capital to help solve our housing needs.
AI bubble: 2026 will be the year that the AI bubble bursts. Not because AI isn't powerful tech that will continue to change the world, but because we are, in the words of investor Howard Marks, in an "inflection bubble." This is different from a fake bubble like Tulip Mania where there was ultimately no underlying reason for tulips to be valued so highly. An inflection bubble is where we get the direction right (AI is a big deal), but the magnitude wrong (shit, we overspent on CapEx). Not every AI company can and will survive. There will only be a select few once the dust settles. And since AI seems to be what's driving the market these days, I think the market will close the end of this year down (measured as the performance of the S&P 500).
Continued AI adoption: That said, AI will continue to change the way we all live and work. While this is going to put some people out of a job, my bias is an optimistic one in that new technologies tend to create new opportunities and generally grow the overall economy. However, I think that at least two enormous internet-type shifts are underway. One, AI is creating a massive productivity leverage for the people and firms that know how to harness it and, two, the backend of the global financial market is moving "onchain." These are profound shifts that I, unfortunately, think will lead to even more social and political division in the short term. A government somewhere in the world will respond with a universal basic income.
AI bubble impact on real estate: An AI bubble bursting will generally help the real estate market as investors look for returns somewhere else, with the exception of the data center market. It will also create downward pressure on interest rates (which, in the US, remain the highest they have been since the Great Recession in 2008). As we know, lower rates help boost the values of highly-levered assets like real estate.
AR/VR/AI for design and construction coordination: I was blown away the first time I tried Apple Vision Pro. It's a magical experience. But it has failed as a consumer product and who knows what Apple will launch next. Regardless, this year we will see clear use cases emerge for AR, VR, and smart glasses. I'd like to see the problems of design and construction coordination get immediately solved because they're massive and costly and they have yet to be solved.
Mainstream tokenization: In yesterday's post, I spoke about the lack of a breakout consumer-facing web3 app in 2025 (with honourable mention going to the Base app). But perhaps one of the big stories of last year was stablecoins entering the mainstream. Most people now agree they have achieved product-market fit. This is crypto solving real problems (cheap/fast cross-border remittances, payments, etc) with users not needing to think or care about the underlying blockchain technology. In 2026, we will see a noteworthy office building or apartment building get tokenized on the Ethereum blockchain.
Autonomous vehicles: Last year, I predicted that autonomous vehicles were going to have a year, and it certainly felt that way. This year will be the first year that I ride in one. I came close on a layover in San Francisco in December. I considered leaving the airport and taking one to Apple Park. But I would have been cutting it too close. In 2026, we will see an insurer refuse to cover a human driver for the first time, marking a clear global shift toward autonomy. Already, none of us should be driving cars anymore looking at current safety data.
Polycentric world: Some have argued that 2025 marked the end of globalization. I'm not sure that is accurate. I think it marked the end of the US-led post-war world order and the acceleration of a more polycentric world order. It was the start of greater US insularity. In 2026, Canada will start to see the benefits of this shift. What it is doing is shaking us out of complacency and forcing us to look east to Europe and west to Asia, as opposed to just south to the US.
What are your predictions for the year ahead?
Web3: I went on to predict that we would see a breakout web3 consumer app in 2025. I also mentioned that I was impressed by NFT marketplaces like Rodeo. Well, Rodeo has gone on to mostly die and I'm not sure it would be fair to say that there was anything that crossed over into the mainstream. I'm going to give myself a zero for this one. But if I had to pick something, I would say that Coinbase's "Base App" represents meaningful progress. Base continues to dominate the Ethereum Layer 2 market. It's fast and cheap.
I wish you all a healthy, prosperous, and fulfilling 2026.
Cover photo by Jamie Fenn on Unsplash
Foreign buyer ban: The Canadian federal government will relax the foreign buyer ban (which is set to expire on January 1, 2027) and allow foreigners to buy pre-construction homes. There are already rumblings about this so I acknowledge this isn't that bold a prediction. But beyond just relaxing the ban, I think government will start actively courting foreign capital to help solve our housing needs.
AI bubble: 2026 will be the year that the AI bubble bursts. Not because AI isn't powerful tech that will continue to change the world, but because we are, in the words of investor Howard Marks, in an "inflection bubble." This is different from a fake bubble like Tulip Mania where there was ultimately no underlying reason for tulips to be valued so highly. An inflection bubble is where we get the direction right (AI is a big deal), but the magnitude wrong (shit, we overspent on CapEx). Not every AI company can and will survive. There will only be a select few once the dust settles. And since AI seems to be what's driving the market these days, I think the market will close the end of this year down (measured as the performance of the S&P 500).
Continued AI adoption: That said, AI will continue to change the way we all live and work. While this is going to put some people out of a job, my bias is an optimistic one in that new technologies tend to create new opportunities and generally grow the overall economy. However, I think that at least two enormous internet-type shifts are underway. One, AI is creating a massive productivity leverage for the people and firms that know how to harness it and, two, the backend of the global financial market is moving "onchain." These are profound shifts that I, unfortunately, think will lead to even more social and political division in the short term. A government somewhere in the world will respond with a universal basic income.
AI bubble impact on real estate: An AI bubble bursting will generally help the real estate market as investors look for returns somewhere else, with the exception of the data center market. It will also create downward pressure on interest rates (which, in the US, remain the highest they have been since the Great Recession in 2008). As we know, lower rates help boost the values of highly-levered assets like real estate.
AR/VR/AI for design and construction coordination: I was blown away the first time I tried Apple Vision Pro. It's a magical experience. But it has failed as a consumer product and who knows what Apple will launch next. Regardless, this year we will see clear use cases emerge for AR, VR, and smart glasses. I'd like to see the problems of design and construction coordination get immediately solved because they're massive and costly and they have yet to be solved.
Mainstream tokenization: In yesterday's post, I spoke about the lack of a breakout consumer-facing web3 app in 2025 (with honourable mention going to the Base app). But perhaps one of the big stories of last year was stablecoins entering the mainstream. Most people now agree they have achieved product-market fit. This is crypto solving real problems (cheap/fast cross-border remittances, payments, etc) with users not needing to think or care about the underlying blockchain technology. In 2026, we will see a noteworthy office building or apartment building get tokenized on the Ethereum blockchain.
Autonomous vehicles: Last year, I predicted that autonomous vehicles were going to have a year, and it certainly felt that way. This year will be the first year that I ride in one. I came close on a layover in San Francisco in December. I considered leaving the airport and taking one to Apple Park. But I would have been cutting it too close. In 2026, we will see an insurer refuse to cover a human driver for the first time, marking a clear global shift toward autonomy. Already, none of us should be driving cars anymore looking at current safety data.
Polycentric world: Some have argued that 2025 marked the end of globalization. I'm not sure that is accurate. I think it marked the end of the US-led post-war world order and the acceleration of a more polycentric world order. It was the start of greater US insularity. In 2026, Canada will start to see the benefits of this shift. What it is doing is shaking us out of complacency and forcing us to look east to Europe and west to Asia, as opposed to just south to the US.
What are your predictions for the year ahead?
Web3: I went on to predict that we would see a breakout web3 consumer app in 2025. I also mentioned that I was impressed by NFT marketplaces like Rodeo. Well, Rodeo has gone on to mostly die and I'm not sure it would be fair to say that there was anything that crossed over into the mainstream. I'm going to give myself a zero for this one. But if I had to pick something, I would say that Coinbase's "Base App" represents meaningful progress. Base continues to dominate the Ethereum Layer 2 market. It's fast and cheap.
I wish you all a healthy, prosperous, and fulfilling 2026.
Cover photo by Jamie Fenn on Unsplash
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