Historical vs. forecast

T12 vs. pro forma: what each one proves

The T12 is evidence of recorded historical performance. The pro forma is a forecast assembled from assumptions. Good underwriting uses both without letting either impersonate the other.

Direct answer

Anchor the analysis in the T12, build an explicit bridge from reported to normalized NOI, and reserve the pro forma for forward changes with stated timing, cost, and evidence. The difference between the two is the investment thesis—and therefore where diligence should concentrate.

The documents answer different questions

A T12 asks: what revenue and expenses were recorded during the latest twelve months? A pro forma asks: what could the property produce under a defined set of future assumptions? The former can contain accounting noise and past conditions; the latter can contain optimism. Neither deserves blind acceptance.

The most useful comparison aligns categories and periods, then explains every meaningful delta. If the pro forma shows higher rent, lower vacancy, lower payroll, and lower repairs, those are four distinct claims with different evidence and execution risk.

DimensionT12Pro forma
TimeHistorical trailing periodForward forecast period
Primary sourceAccounting recordsUnderwriting assumptions
Best useOperating baseline and varianceScenario and return analysis
Main riskMisclassification or stale historyUnsupported growth or cost compression

Build the NOI bridge before debating the cap rate

Begin with reported T12 NOI and list adjustments in a fixed order: accounting reclasses, one-time removals, current run-rate changes, contractual changes, and business-plan assumptions. This avoids mixing a factual correction with a speculative improvement.

Timing matters. A rent increase that arrives at rollover should not receive twelve months of credit in year one. A tax reassessment or new insurance premium may begin at closing. Capex may reduce occupancy before it increases rent. The bridge should reflect when cash flows actually change.

  • Keep reported, normalized, and stabilized NOI as separate outputs.
  • Attach a source or rationale to every material adjustment.
  • Show year-one partial impact separately from stabilized impact.
  • Run a case where the largest pro forma improvements do not occur.

Use the gap as a diligence map

Large forecast improvements are not automatically wrong; they are priorities for diligence. Rent growth points to lease files and comparable properties. Expense savings point to contracts, staffing plans, and vendor bids. Occupancy recovery points to demand, product condition, and marketing velocity.

An IC memo should make the bridge visible. If a recommendation depends on stabilized NOI, state how much of the value comes from unproven future performance rather than current operations. That lets decision-makers price execution risk instead of discovering it after closing.

FAQ

Frequently asked questions

Is a pro forma more important than a T12?

No. The T12 establishes the historical baseline and the pro forma tests a future case. Underwriting needs both, plus a transparent bridge between them.

Should I use T12 NOI or pro forma NOI for valuation?

Use the NOI appropriate to the valuation question and label it clearly. In-place valuation normally starts with current or normalized operations; a stabilized valuation may use pro forma NOI but should reflect cost, time, and risk to reach it.

What is normalized NOI?

Normalized NOI adjusts reported operations for defensible items that are non-recurring, misclassified, partial-period, or expected to reset under new ownership. It should not silently include the full future business plan.