The Rent-to-Cap Rate Disconnect in Multifamily: A Market-by-Market Analysis
March 26, 2026
The national multifamily story headed into 2026 looks straightforward at first glance. Apartment rents declined for the second consecutive year at the end of 2025, falling to $1,338 per month, below pre-pandemic levels. Cap rates rose modestly. Income softened. Pricing adjusted. At the national level, that reads like a normal cyclical change.
That story describes only a small portion of the ten markets in this analysis. Six of ten are doing something more important: rents and cap rates are moving in the same direction, which is the opposite of how multifamily pricing is typically expected to work.
In Atlanta, Chicago, and New York City, rents are recovering, with all three posting positive year-over-year growth in 2025 after steep declines in 2024. Yet cap rates in those same markets also rose, meaning pricing has not moved in step with improving income. Investors are demanding higher yields even as the income story improves. In Houston, Dallas, and Miami, rents continued to fall while cap rates also fell or held flat. Buyers are accepting lower yields even as the income story weakens.
That divergence matters because capital is moving back into multifamily quickly. U.S. apartment investment volume reached $165.5 billion in 2025 — up 9.4% from 2024 and above the 15-year average — with institutional investors driving a growing share. Sentiment hit its strongest level in two years, with optimism concentrated specifically in Sun Belt markets As Kelli Carhart, CBRE's head of multifamily capital markets put it: “We're seeing a real divergence between perception and performance.” Some of the markets attracting the most investor conviction are also the ones where income trends and pricing signals are least aligned. That is the disconnect this report is built to explain.
These patterns represent a breakdown in the relationship that normally governs multifamily pricing: when rents rise, cap rates should compress. When rents fall, cap rates typically expand. When rents and cap rates move in the same direction, the market is sending mixed signals about income, risk, and valuation, and the underwriting implications differ by market.
This report pairs Dwellsy IQ rent intelligence with Crexi transaction data to map where that alignment holds and where it doesn't, across ten major U.S. metros. The goal is to build a screening framework for identifying where standard underwriting assumptions may not hold, and where market pricing and property income are telling two different stories.
Data Reference Table
Rent: Dwellsy IQ 1BR apartment data. 2-year change = Jan 2024 to Jan 2026. YoY = Q4 2024 vs. Q4 2025 from Dwellsy IQ annual report.
Cap rates: Crexi median multifamily sale cap rates, Q4 2024 vs. Q4 2025. *DC Q4 2024 cap rate (11.14%) reflects very thin transaction volume and should not be used as a precise data point.
Executive Summary
- The problem: Multifamily is entering a new capital cycle with rising transaction volume and improving sentiment, but national averages are masking significant metro-level divergence between rent performance and investor pricing.
- Key findings: Six of ten major metros show a rent-to-cap rate disconnect, meaning rents and cap rates are moving in the same direction instead of in opposite directions, as they typically do in multifamily pricing. In three markets (Atlanta, Chicago, NYC), income is recovering while cap rates are also expanding. In three others (Houston, Dallas, and Miami), income is declining while cap rates are also falling or holding flat. The remaining four metros are behaving more in line with conventional pricing logic.
- Framework: This report maps those disconnects market by market using Dwellsy IQ rent data and Crexi transaction cap rates, and examines what each pattern means for underwriting, entry pricing, and return assumptions.
Methodology
This analysis draws on two datasets: Dwellsy IQ 1BR apartment asking rents (monthly, MSA level, verified via PMS integrations — Yardi, Entrata, AppFolio — from 25,000+ property managers and 17M+ units); and Crexi median multifamily sale cap rates (quarterly, 10 metros plus national composite, Q3 2021–Q4 2025).
The primary comparison period is Q4 2025 year-over-year for both rent (Q4 2024 vs. Q4 2025, Dwellsy IQ annual report) and cap rates (Q4 2024 vs. Q4 2025, Crexi). Secondary context draws from the Dwellsy IQ co-marketing dataset, Jan 2024–Jan 2026, for two-year trajectory.
Disconnect identification is based on direction. When rents and cap rates move in the same direction, the market is categorized as disconnected. When they move in opposite directions, the market is categorized as aligned. Magnitude helps show how strong that disconnect or alignment signal is.
Cap rate caveat: Metro quarterly figures reflect transaction medians. Thin-volume quarters — Atlanta Q1 2024 (14.46%) and DC Q4 2024 (11.14%) — are not representative of market pricing. For those markets, we reference directional trends only.
How to Read the Rent-to-Cap Rate Disconnect
A cap rate is calculated as NOI divided by property value. In a normally functioning multifamily market, stronger income growth supports higher values and lower cap rates, while weaker income pushes values lower and cap rates higher. That is why rents and cap rates typically move in opposite directions. When they move together, pricing is no longer tracking income in the usual way, and that disconnect changes how investors should think about risk and returns.
Aligned (opposite movement): When rents fall and cap rates expand, the market is repricing for weaker income. The risk is visible — investors know what they're pricing in and can stress-test it. That makes for a more straightforward entry decision, even when the direction is negative.
Disconnect Type 1 — Rents rising, cap rates also rising: Income is improving but pricing isn't rewarding it yet. Current yields may look attractive, and the rent momentum is real — but exit pricing is uncertain if cap rates stay elevated. Returns hinge on whether the income recovery sticks or fades.
Disconnect Type 2 — Rents falling, cap rates also falling or flat: The most exposed position in the dataset. Income is shrinking and entry cap rates are compressed. To make the numbers work, you need rents to recover or cap rates to compress further on exit — and neither is happening right now. This is where underwriting assumptions need the most scrutiny.
Disconnect Type #1: Markets Where Rents Are Recovering but Cap Rates Have Also Expanded
Atlanta · Chicago · New York City
In all three markets, rent growth turned positive in 2025 after declining in 2024. Yet cap rates also rose, as investors demanded higher yields even as the income picture improved. Higher borrowing costs, remaining supply concerns, and skepticism about how long the recovery lasts are all factors. That doesn't make these markets automatic avoids: buying at elevated cap rates while rents are trending up can be an attractive entry, so long as their recoveries hold.
Atlanta
At 221 bps of cap rate expansion, Atlanta's pricing gap is the most extreme in the dataset. It makes more sense once 2024 supply conditions are taken into account. Completions peaked above 21,000 units and rents fell sharply, and investors are still pricing that in even as the supply picture has reversed.
Completions dropped to under 4,000 in 2024; vacancy fell to roughly 6.3% as the market absorbed more than 20,000 units. That's a fast turnaround. The 7.70% cap rate likely reflects lagged skepticism about Atlanta's recent volatility rather than a clear judgment on where its income story is headed next. Coastal markets at sub-6% cap rates on flat or declining rents aren't obviously the safer bet.
That said, early Q1 2026 data shows the pace of recovery slowing. February rents were up just 1.5% year-over-year, down from the 5.8% Q4 print. Still positive, but the gap between Atlanta's income story and its elevated cap rate narrows if that deceleration continues.
Chicago
The supply picture in Chicago is about as tight as it gets in any major U.S. metro right now. Roughly 8,600 units were under construction at Q4 2025 — about 1.5% of inventory — and deliveries totaled just 1,300 units in 2025. Projections anticipate fewer than 4,000 units arriving in 2026, the lowest since 2012.
None of that appears to be moving the cap rate, which sits at 7.32% and seems to reflect long-standing concerns about Chicago’s fiscal position, insurance costs, and regulatory environment more than current income trends. With this little supply coming, there's a reasonable argument the rent recovery has more runway than the pricing suggests.
New York City
The regulatory context here is what separates NYC from the other two Type 1 markets. Rent stabilization caps renewal increases on more than 40% of the rental stock. Good Cause Eviction extends similar restrictions into portions of the market-rate segment.
Even when near-term rent momentum is real, many investors aren't confident it will translate into long-term income growth. Cap rates expanded 59 bps into the recovery — not because the income signal is weak, but because there are real structural limits on what landlords can do with it. Current cap rates probably don't reflect the improving trajectory, but buyers aren't pricing that in yet.
Early Q1 2026 data adds a wrinkle: February 2026 rents came in –14.8% year-over-year, a sharp reversal from the +3.0% Q4 recovery that placed NYC in Type 1. One month isn't a trend, but it raises the question of whether Q4 was a genuine inflection or just a soft-quarter bounce and investors pricing at 6.97% cap rates are betting on the former.
Atlanta, Chicago, and NYC are not natural peers, but they're in similar positions: rents improved in 2025 while cap rates stayed elevated. Whether that gap is an opportunity or a warning sign comes down to whether the rent gains are supply-driven (and therefore likely to last) or just a bounce off a bad 2024. The answer differs by market and will be clearer by mid-2026.
Per Adam Siegel, VP of Product Growth at Crexi:
“There are interesting dynamics at play in multifamily rental growth and cap rates that we're closely watching in 2026. After several years of uncertainty, improving interest rates and investor sentiment are generating optimism that activity will pick up. Countering that, however, are fears of a potential recession, global market uncertainty, and mid-term political cycle concerns that may slow things down heading into summer. It's a tug-of-war that could go either way. Adding to the complexity, a wave of refinancing pressure on multifamily deals originated between 2018 and 2022 could deliver a sudden shock to the sector, triggering distress and liquidity challenges across the board.”
Disconnect Type #2: Markets Where Rents Are Declining but Cap Rates Have Also Compressed or Held Flat
Houston · Dallas · Miami
The rents in this market group are declining while cap rates are also falling or staying flat. That means buyers are accepting lower yields even as the income stream weakens. That's the hardest position to underwrite, as returns require rents to recover or cap rates to compress further on exit, and right now the data doesn't support either. New supply is the central issue in all three markets, but to many investors, the promise of these high-growth markets is compelling.
Houston
More than 62,000 units came online in Houston between 2023 and late 2025, and the rent data shows it. At –12.3% over two years, Houston is the only major market in the Dwellsy IQ top 20 to post below-national rent growth in both 2024 and 2025. Deliveries fell more than 50% in H1 2025 versus H1 2024, and the pipeline is contracting.
The problem is that cap rates are already pricing in the recovery — down 50 bps to 7.21% — while rents haven't turned around yet. The yield looks high in isolation. In context, it's compressing against an income stream that's still declining.
Dallas
Rents in Dallas peaked at the start of this dataset and never came back: down 11.6% over two years and still falling at –3.6% YoY. Cap rates, meanwhile, barely moved: 6.07% to 6.04%. The market isn’t fully re-rating income risk. Instead, buyers appear to be underwriting a recovery thesis while the rent data keeps pointing in the other direction.
DFW delivered roughly 38,000 units in the 12 months ending Q2 2025, with about 25,000 still under construction: the lowest pipeline level in a decade, but still above historical norms. There's no income cushion and no pricing cushion at current levels, but investors are playing the long game.
Miami
Of the three Type 2 markets, Miami has the most credible recovery case, though it still requires a forward-looking bet Housing costs rose roughly 39.5% from Q4 2020 to Q4 2024, with 1BR rents peaking near $1,90<0 in late 2022.
Some softness since then is a correction, not a collapse. Absorption came in around 8,000 units in 2024 — well above the five-year average — and deliveries fell 21% in 2025, with the pipeline continuing to thin. But cap rates have already compressed 37 bps while rents are still declining. Buyers are pricing in the recovery, but whether they're early or wrong depends on how fast the rooms get rented.
February 2026 offers a small early signal in the right direction. Rents were down 1.7% year-over-year, an improvement over Q4's –3.3% decline. The trajectory is moving toward the recovery the pricing already assumes, even if it hasn't arrived yet.
Markets Where Rent and Cap Rates Are Moving in Opposite Directions
Boston · Los Angeles · San Francisco · Washington D.C.
Rents and cap rates in these aligned markets are moving in opposite directions, as expected in normal market dynamics. Pricing is reflecting softer income rather than looking past it. These four markets are the baseline; they make the six disconnected metros stand out by contrast.
Boston
Boston is doing what markets are supposed to do: rents eased slightly and cap rates moved up to reflect that softness. Supply constraints are part of why this looks orderly: fewer than 5,000 units are projected to deliver in 2026, and employment concentration in healthcare and education keeps demand relatively stable even when the broader cycle softens. Yields around 6.4% are still compressed compared to most markets in this report, but the fundamentals behind them hold up.
February 2026 adds a bit more conviction to that read with rents up 1.2% year-over-year, flipping positive after a soft Q4. One month of early Q1 data isn't a trend, but it's consistent with a market where tight supply and stable employment demand are doing what they're supposed to.
Los Angeles
Rents are essentially flat — down less than half a percent over two years — and cap rates expanded 48 bps in response. That is the rent-to-cap-rate relationship working as expected. Cap rates around 5.6% are the lowest in the dataset, a reflection of how hard it is to build here and how much of the stock sits under rent control. Another key variable not reflected in the data was last year’s January 2025 wildfires displaced a significant number of renters and tightened available inventory in ways that may create some near-term upward pressure for a while after the dust settles.
San Francisco
Technically, this is a mild Type 1 — rents ticked up 0.5% in Q4 2025 while cap rates also expanded — but the numbers are close enough to flat that it doesn't belong in that bucket.
What's more notable is what didn't happen: SF absorbed years of bad headlines — remote work, outmigration, an office market that fell off a cliff — and cap rates never really gave way. The marginal rent growth in Q4, combined with 49 bps of cap rate expansion, suggests the market may be closer to a floor than the two-year trend implies. And due to its high cost of living and most residents being priced out of the housing market, the demand for rental units is likely to stick around.
Washington, D.C.
The cap rate data here is too thin to use — Q4 2024's 11.1% reading almost certainly reflects a handful of transactions, not actual market conditions — so D.C. is better judged by what's happening to demand.
Federal employment cuts resulted in a net loss of roughly 118,400 jobs in 2025, including about 56,000 federal positions, leaving the region at its lowest federal employment level in approximately 25 years. Rents have held relatively steady so far, down less than 5% over two years. That gap between the employment shock and the rent data is worth watching closely.
February 2026 suggests the gap may be starting to close, as rents were down 2.8% year-over-year, compared to essentially flat in Q4 2025. Still a modest move, but directionally consistent with what a demand shock of that magnitude would eventually produce.
What Supply, Affordability, and Demand Reveal Beneath the Disconnect
Type 1 markets (Atlanta, Chicago, NYC): The rent recovery is happening because supply has thinned out — the big 2022–2023 pipelines have mostly delivered and new construction is slowing in all three markets. Cap rates are still elevated because of how bad the 2024 declines were, higher borrowing costs, and lingering doubt about whether the recovery lasts through 2026.
Type 2 markets (Houston, Dallas, Miami): Rent declines are being driven by primarily by oversupply, not by a collapse in demand. All three markets are still working through post-pandemic construction waves. Miami is further along than the Texas markets — its pipeline is shrinking faster and absorption has been stronger. In all three, cap rates aren't expanding to reflect falling income, which means buyers are paying on forward expectations more heavily than current income performance.
The affordability floor: National 1BR rents at $1,338 are below January 2020 levels of $1,381. Real wages fell across most of these metros between 2020 and 2024 — double-digit drops in Dallas (–12.1%) and Boston (–11.2%). Even where rents are flat or declining, most renters are stretched. That puts a ceiling on how quickly rents can climb back once supply pressure eases.
Looking ahead, rising insurance and maintenance costs are squeezing landlord margins from one side, while renters have limited ability to absorb higher rents from the other. Even as new supply tapers, that combination is likely to keep rent growth slower than historical recoveries would suggest.
“The headline numbers make it look like a recovery, but the underlying market is still under real strain. Supply is normalizing, but affordability hasn’t recovered, and that gap is what’s driving the disconnect between rent trends and investor pricing,” said Jonas Bordo, CEO & Cofounder of Dwellsy. “Until renter balance sheets improve, any recovery is going to be slower, more uneven, and far more fragile than past cycles.”
What the Disconnect Signals for Underwriting and Market Selection
The disconnect framework is a screening layer designed to show investors where to look more carefully, not where to buy or avoid.
Type 1 markets (rents up, cap rates also up): The rent growth signals may be better than risk profiles suggest. Buying at today's elevated cap rates while rents are recovering could work — if the recovery is being driven by supply absorption and not just a rebound off a weak 2024. The question is whether the improvement has legs, and that answer differs across Atlanta, Chicago, and NYC.
Type 2 markets (rents down, cap rates also down): Don't assume today's rents are the floor without evidence that supply is actually clearing. Run your exit at current cap rates and at 50–100 bps wider. Any recovery assumption needs to be tied to a specific view on when and how new supply tapers — not just a general belief that the market will recover.
Aligned markets (rents down, cap rates up): Easier to underwrite, even when the direction is negative. Buying at wider cap rates with a clear view on when rents stabilize puts you in a better position than entering a Type 2 market where the pricing hasn't caught up to the income decline yet.
What the Rent-to-Cap Rate Disconnect Reveals About the Next Phase of Multifamily
Multifamily remains one of the most competed-for asset classes in commercial real estate. While that demand is warranted, it’s also exactly what makes surface-level analysis dangerous.
When sentiment is broadly positive and transaction volume is climbing, the pressure to deploy accelerates. The temptation is to anchor on the metrics that are easiest to find — headline cap rates, national rent trends, market reputation — and move. Those metrics are a starting point, not an answer. In six of the ten markets analyzed here, they would have pointed in a direction the income data doesn't support.
The rent-to-cap rate relationship is a one-step check that changes the question from "what is this market trading at?" to "is this market trading at a level the income actually justifies?” Those are different questions with different answers in Houston, Dallas, Atlanta, and Chicago right now, and the right tools surface that data quickly.
The most useful first step is simply matching a target market to its disconnect profile — Type 1, Type 2, or aligned — before layering in supply context, stress-testing rent assumptions, and moving to asset-level underwriting.
In practice, that means two data pulls before any deeper diligence begins: current rent trend direction (is income recovering, declining, or flat?) and what buyers are actually pricing for that income stream (what are transactions clearing at?). Dwellsy IQ covers the first. Crexi Intelligence covers the second. Used together, they turn the disconnect framework from a diagnostic into a repeatable screening step that takes minutes, not a full custom dataset build.
Explore multifamily cap rate trends and Dwellsy-powered rental data on Crexi Intelligence.
