Cleveland County

Cleveland County sits at a gross rent-to-price ratio of 6.37%, which translates to a modeled cap rate of 4.14% at the $254,109 median price point. That ratio puts it squarely in appreciation territory rather than cash-flow territory: the county scores 70 on appreciation and 64 on cash flow, and the modeled numbers bear that out. At a 6.85% financing rate with 20% down, the estimated monthly mortgage of $1,332 exceeds median rent of $1,349 by only $17 before any expenses hit the ledger. Once you layer in the $472 in estimated monthly expenses, the model spits out negative $455 in monthly cash flow and a cash-on-cash return of -9.34%. That is not a number you ignore. Home price appreciation is running at 1.98% year-over-year, modest but positive, and the affordability index of 77 alongside a median household income of $71,757 suggests the tenant pool has enough economic depth to support rents near current levels. This is a market where you are betting on price appreciation and rent growth over time, not on clipping monthly income from day one.

The negative cash-on-cash return effectively rules out a pure cash-flow buyer at current financing costs unless they are bringing a substantially larger down payment, buying below median, or identifying assets priced well under the county average. For an appreciation-oriented investor who expects rents to grow and is comfortable carrying a small monthly deficit in a market with 295,060 residents and an above-average affordability score, Cleveland County is a credible hold. The value-add operator has the most interesting case here: if you can acquire distressed assets at a meaningful discount to the $254,109 median, force equity through renovation, and reposition rents above the $1,349 median, the cap rate math improves enough to justify the work. The 70 appreciation score suggests resale upside exists, which is the exit that makes a value-add play viable.

Cleveland County is home to the University of Oklahoma in Norman, the county seat, which is a significant economic anchor. A major research university of that scale generates sustained rental demand from students, faculty, and the service economy that surrounds a campus community. That demand also tends to be less cyclical than industrial or single-employer markets, because enrollment patterns smooth out across economic cycles. The county's above-median household income of $71,757 relative to the broader Oklahoma market reflects the employment mix that a university town attracts, including healthcare, education, and professional services. Rental demand anchored to an institution with stable enrollment is a different risk profile than a market driven purely by one private employer.

At a state-average effective property tax rate of 0.90%, Oklahoma sits in the middle of the national range, and the flag here is "normal," meaning it is neither a tailwind nor a headwind worth highlighting above other line items. The combined monthly tax and insurance figure of $343 is material and is already baked into the $472 estimated expense figure. The insurance component, at a 0.72% rate, reflects Oklahoma's exposure to severe weather, and that number deserves attention on your own underwrite. If you are insuring a wood-frame property in a hail corridor, your actual insurance quote may come in above the state-average estimate used here. As always, the 0.90% tax rate is a state-average estimate from Tax Foundation 2024 data, and your specific county and township rate may differ. Verify the assessor's records for any specific address before finalizing your underwrite.

The primary risk in Cleveland County is concentration: the rental market is meaningfully tied to University of Oklahoma enrollment trends, which means a sustained decline in enrollment, a shift to online delivery, or a policy change affecting student housing could compress rental demand faster than a more diversified economic base would. The negative cash-on-cash return at current interest rates also means this market is rate-sensitive. A buyer who cannot finance at better than 6.85% or absorb a monthly deficit has limited margin for error if vacancy spikes or a capital expense hits in year one or two.

Against its neighbors, Cleveland County carries the highest median price at $254,109 and one of the lower rent-to-price ratios at 6.37%. Muskogee County, at $150,587 and a 8.57% rent-to-price ratio, and Stephens County, at $137,837 and a 7.72% ratio, both offer meaningfully better cash-flow math and comparable overall scores of 65. If monthly cash flow is the primary objective, either of those markets will underwrite better at current rates. Rogers County, at $276,536 and a 6.80% rent-to-price ratio, is priced higher than Cleveland with a lower overall score of 62, so it offers less justification for the premium. Pontotoc County at $179,944 and a 6.56% ratio is closer to Cleveland's cash-flow profile but at a lower price point. Cleveland County is the right choice over its neighbors specifically when the University of Oklahoma demand anchor matters to your thesis, when you are buying for appreciation and long-term rent growth rather than immediate cash flow, or when you are operating a value-add strategy that requires the resale liquidity and tenant pool depth that a 295,000-person county with a major university provides.