Pace Variance

Pace Variance measures the difference between a hotel's current booking pace and the booking pace recorded at the same point in a reference period — typically Same Time Last Year (STLY) or a budget target. It is one of the most actionable early-warning signals available to revenue managers, indicating whether a future period is tracking ahead of or behind historical or planned demand.

Formula

Pace Variance = On-the-Books Today (for future date X) − Reference Period On-the-Books (same lead time to date X)

Pace Variance is usually expressed in room nights or percentage terms:

Pace Variance % = (Current OTB − Reference OTB) / Reference OTB × 100

Example

A revenue manager is reviewing the week of 14 June. Today is 26 May — 19 days out. At this same lead time last year, the hotel had 120 room nights on the books for that week. Today the hotel has 95 room nights on the books.

Pace Variance = 95 − 120 = −25 room nights (−20.8%)

The hotel is pacing 21% behind last year, which may prompt a tactical rate reduction or a promotional push via metasearch.

Why It Matters

Pace Variance is central to proactive revenue management. Rather than reacting to low occupancy once a date has passed, tracking pace allows hoteliers to:

• Identify under-performing dates weeks or months in advance
• Calibrate pricing strategies (e.g., opening lower rate tiers earlier)
• Set realistic forecasts and adjust staffing or cost assumptions accordingly
• Communicate performance risk to ownership or asset managers early

A positive pace variance (ahead of reference) may justify rate increases or reduced OTA exposure to protect margin. A negative variance signals the need to stimulate demand through price, promotions, or channel mix adjustments.

Caveats

Pace variance should always be read in context. External factors — a local event last year that inflated comparables, a new supply opening, or a significant shift in booking window behaviour — can distort the signal. Tools like Demand 360 and Forward STAR help contextualise pace against market-wide trends rather than just a hotel's own history.

Related

• Pace Report — the standard report used to track pace over time
• STLY (Same Time Last Year) — the most common reference benchmark for pace comparisons
• Pickup — the incremental room nights added in a given period
• Unconstrained Demand — the theoretical ceiling that pace is measured against