Research

Month-End Close Benchmarks: How Long Should Close Take?

Q: How long should month-end close take?

The published distribution is the better answer than a single target: 18% of finance teams close within three business days, 32% take four to five, 23% take six to seven, and 27% take more than seven (Ledge, 2025, n = 100). Half take six or more. A four-to-five-day close puts you in the largest group; anything past seven is where most teams say the delay starts costing them decision speed.

Q: What is the biggest bottleneck in month-end close?

Finance teams rank cross-team dependencies first (56%), managing the close in Excel second (50%), legacy systems that do not integrate third (40%), transaction complexity fourth (39%), and understaffing fifth (37%). Reconciliation — particularly cash reconciliation — is the single most time-consuming activity, ahead of accruals and data hygiene.

Q: How does AP affect close time?

Through what is still open at cutoff. The average invoice takes 8.2 days to process and 18.4% become exceptions requiring human resolution (Ardent Partners, State of ePayables 2025), so invoices arriving in the final week of the period are frequently unposted when the period ends — and each one becomes an accrual, an estimate, or a post-close adjustment.

Q: Are there reliable month-end close benchmarks by industry?

Not publicly, and this page will not invent them. The close surveys that publish their methodology report cross-industry distributions; industry-level medians circulating online generally have no traceable source. Construction, property management, and healthcare do plausibly close slower — job costing and retention, multi-property allocations, and payer reconciliation each add reconciliation work — but that is an observation about workflow, not a measured day count. Measure your own close against the cross-industry distribution above and against your own prior periods.

Q: How much does AP automation reduce close time?

There is no credible published figure for close-time reduction attributable to AP automation alone, so we do not publish one. What is measured is the AP input: Best-in-Class AP teams process invoices in 2.9 days versus 13.5 for all other organizations, and hold exception rates to 11.1% versus 20.9% (Ardent Partners, 2025). Fewer open invoices and fewer unresolved exceptions at cutoff means fewer accruals — measure your own unposted-at-cutoff count before and after to size the effect for your team.

How long month-end close actually takes, what slows it down, and where accounts payable is the bottleneck.

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Half of finance teams take six or more business days to close the books, and 27% regularly take more than seven; only 18% close within three business days and 32% land at four to five (Ledge, 2025, n = 100). The named blockers are cross-team dependencies (56%), managing the close in Excel (50%), legacy systems that do not integrate (40%), transaction complexity (39%), and understaffing (37%); 94% of teams still use Excel somewhere in the close. On the AP side, the average invoice takes 8.2 days to process and 18.4% become exceptions, so invoices still open at cutoff turn into accruals and estimates (Ardent Partners, State of ePayables 2025). Publicly benchmarked close medians are cross-industry — reliable industry-by-industry close medians are not published, so this report gives the distribution and the drivers rather than an invented per-industry day count.

Key Industry Data

Close-time distribution (18% / 32% / 23% / 27%), 50% at six or more business days, 94% Excel use, and ranked blockers (n = 100): Ledge, Month-End Close Benchmarks for 2025 (2025)
Independent coverage confirming 50% of finance teams take six or more business days to close and 94% rely on Excel: CFO.com, 50% of finance teams still take over a week to close the books (2025)
8.2-day average invoice processing time and 18.4% exception rate; Best-in-Class 2.9 days: Ardent Partners, State of ePayables (Part Nine): AP Benchmarks and Best-in-Class Performance (2026)

Month-end close time is one of the most important operational metrics for finance teams, and one of the most badly benchmarked. Plenty of pages will hand you a confident day count for your industry; almost none of them can point to a survey that measured it. This report does two things instead: it gives the published close-time distribution from a survey that shows its methodology, and it isolates the AP-side drivers — cycle time, exception rate, and unposted invoices at cutoff — that a finance team can actually act on.

What are the key AP automation statistics for 2026?

50% of finance teams take six or more business days to close, and 27% regularly take more than seven (Ledge, 2025, n = 100).

Only 18% close within three business days — if you are at four to five days you are in the largest single group.

94% of teams still use Excel in the close and 50% name it as a key reason the close is slow.

Cross-team dependencies (56%) edge out Excel (50%) as the top self-reported blocker — the close is an operational problem before it is a technical one.

AP contributes the late inputs: an 8.2-day average invoice cycle and an 18.4% exception rate mean late-period invoices are still open at cutoff.

Industry-by-industry close medians are not published by any source that shows its methodology — treat any confident per-industry day count, including ours, as an estimate rather than a benchmark.

How Long Close Actually Takes

The published distribution across industries — the honest answer to "is our close slow?" is a distribution, not a single number.

50%

Teams taking six or more business days

Half of surveyed finance teams need six or more business days to close. Within that, 23% take six to seven days and 27% regularly take more than seven.