ADP vs NFP: Why the Two Jobs Reports Diverge
Macro Glossary, Indicators and Reads
By Ken Chigbo, macro trader and founder of KenMacro, 18+ years in markets.
Updated 2026-05-20
The desk’s answer
ADP National Employment Report (released Wednesday before NFP) estimates US private non-farm employment change using ADP’s payroll-processor data. NFP (released Friday) comes from the BLS Establishment Survey of roughly 122,000 employers and is the official statistic. The two reports cover overlapping ground with different methodology and routinely diverge by 50,000 to 150,000 jobs per month, and occasionally by 200,000 or more. ADP has weak predictive value for NFP on the individual print, but the trend over 3 to 6 months tracks well.
Defined term, ADP Employment Report vs NFP
The ADP National Employment Report estimates monthly change in US private non-farm employment using data from ADP’s payroll-processing customer base (roughly a quarter of all US private payrolls). The BLS Non-Farm Payrolls is derived from the Establishment Survey of approximately 122,000 employers. The two reports cover overlapping ground with different methodology and routinely diverge by 50,000 to 150,000 jobs per month.
How the two reports differ
ADP processes payrolls for roughly a quarter of all US private workers (over 25 million employees). The ADP report uses this anonymised payroll data plus a Stanford-developed model to extrapolate to a private-sector employment estimate, released on the Wednesday before NFP. The BLS Establishment Survey samples approximately 122,000 employers each month, asking how many people were on payroll during the pay period including the 12th of the month. ADP captures actual payroll runs; BLS captures self-reported headcounts. The methodology difference is large enough that the two reports often disagree on direction in any given month, even though they are measuring overlapping populations.
Does ADP predict NFP?
The correlation between ADP and NFP on the same month’s print is roughly 0.4 to 0.6, meaningfully positive but far from deterministic. The variance is enormous: an ADP print of 150,000 has been followed by NFP prints ranging from below zero to above 300,000. ADP underwent a methodology overhaul in 2022 that improved the consistency but did not eliminate the divergence. The trend over a rolling 3 to 6 month window does track NFP closely, which makes ADP useful for confirming or refuting a longer-term labour-market direction, but not for predicting an individual print.
How traders use ADP
Three modes. First, as a directional check: an ADP print well above or below consensus often nudges the market’s NFP expectation up or down, with the dollar repricing 20 to 40 pips on EUR/USD before Friday. Second, as a fade-the-tail trade: an ADP print 100,000+ above or below consensus often creates positioning that gets unwound on Friday when NFP delivers a different number. Third, as a regime indicator: a sustained 3-month trend of ADP printing soft is a leading signal of labour-market cooling that NFP eventually confirms, useful for macro positioning ahead of the BLS revisions cycle.
Frequently asked
What is the difference between ADP and NFP?
ADP is a private-sector report from payroll processor ADP, using its own customer-base data plus a model to estimate US private non-farm employment. NFP is the official BLS Establishment Survey statistic of 122,000 employers. Both measure overlapping employment populations but with different methodology and routine 50,000+ job divergences.
Does ADP predict NFP?
Weakly on the individual month (correlation roughly 0.4 to 0.6) but more reliably on a rolling 3 to 6 month basis. An ADP print well above or below consensus does shift NFP expectations and can move the dollar 20 to 40 pips on EUR/USD before Friday, but the individual NFP print often diverges from the ADP signal.
When is ADP released?
The Wednesday before NFP, at 13:15 UK time (08:15 Eastern), two days before the official BLS NFP at 13:30 UK time on Friday. The two-day gap gives the market time to position around the ADP signal before NFP delivers the official number.
What this means at the desk
Read ADP for direction, not for the exact number. The Friday print will disagree more often than not.
Read next from the desk
Educational glossary entry only,
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