The short version
- CoinDesk studied 79 NFP release days from January 2020: Bitcoin averaged 2.1% intraday, matching non-report day volatility
- Direction was nearly random: 39 up days and 40 down days across 79 releases
- Tail events in 2022 show single-day moves of +11.4% and -7.8% on jobs-report days
- August 2026 payrolls beat forecasts by more than 100,000 jobs, a live test of the average-day thesis
What the Bureau of Labor Statistics Released on September 4
Every first Friday of the month, the Bureau of Labor Statistics publishes the Employment Situation report, widely called the Non-Farm Payrolls or NFP report. The count covers how many jobs the U.S. economy added or lost in the previous month, excluding farm workers and certain other categories. Traders follow it closely because strong job numbers can signal that the Federal Reserve may keep borrowing rates higher for longer.
The August 2026 release landed September 4, 2026, and the number was a large surprise. Employers added 162,000 jobs, far above the market consensus forecast of around 55,000 — the Dow Jones estimate was 53,000. The unemployment rate held steady at 4.1%, and average hourly wages rose 3.1% over the previous year to $37.75, according to the BLS Employment Situation report archived on bls.gov.
The BLS also updated prior months. July 2026 had originally shown a loss of 23,000 jobs; the September release revised that figure to a gain of 21,000, a 44,000-job swing. June was revised upward by 11,000. Together the two revisions added 55,000 jobs to earlier totals, making the picture of summer 2026 hiring meaningfully stronger than the initial reports had suggested.
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How CoinDesk Measured Six Years of Bitcoin Reactions
On the same morning, CoinDesk published an analysis of how Bitcoin has behaved around every NFP release since January 2020. The study measured intraday price changes — the move from a day's open to its close — for each jobs-report day in the dataset. CoinDesk counted 79 such releases through August 2026, which spans roughly six years and eight months, even though the headline rounds that down to six years.
Of those 79 NFP days, Bitcoin finished higher on 39 and lower on 40. That split is so close to 50-50 that a trader trying to predict direction from the jobs report would do no better than chance. Checking that kind of day-to-day pattern on a bitcoin volatility tracker underlines the same point: Bitcoin's price swings are large and frequent regardless of the macro calendar.
The methodology behind the 79-count has a small unresolved question. From January 2020 through the August 2026 release there are 80 calendar months of NFP reports — one more than the study's total. CoinDesk did not publish its full methodology in available summaries, so whether one release was excluded remains unclear. The 39-plus-40 figures add to 79, so the count is internally consistent even if the excluded release is unknown.
- 79 NFP release days measured: January 2020 through August 2026
- 39 days: Bitcoin closed higher than it opened
- 40 days: Bitcoin closed lower than it opened
- Average intraday price move on NFP days: 2.1%
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What a 2.1% Average Really Tells You
CoinDesk's main finding is that Bitcoin moved an average of 2.1% intraday on NFP release days. The key comparison is with Bitcoin's average move on ordinary trading days. According to the article, the two figures are close enough that NFP days do not stand out statistically. A jobs-report day looks roughly the same as any other day in the dataset stretching back to January 2020.
That finding matters for anyone who shapes a trade around macro announcements. Many traders assume a big government report will push Bitcoin sharply one way. The historical record since 2020 challenges that assumption on average. Checking Bitcoin's daily price chart before and after recent NFP releases shows that large single-day swings happen frequently in Bitcoin regardless of what the jobs report says — they are not concentrated on release days alone.
The 2.1% number comes from CoinDesk's own unpublished dataset. No independent source — not CoinMetrics, Glassnode, or CME settlement data — confirmed the calculation in materials available before publication. The conclusion that NFP days match baseline volatility is a statistical interpretation requiring trust in CoinDesk's methodology. It is plausible, and the 39-40 directional split is consistent, but the 2.1% figure itself rests on a single source.
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Tail Events the Average Does Not Show
A statistical average can be accurate and misleading at the same time. If most NFP days produce small Bitcoin moves but a handful produce very large ones, the average settles somewhere in the middle and every day looks similar. Those rare, large moves are called tail events. Two 2022 NFP days illustrate the problem: Bitcoin gained 11.4% on February 4, 2022, and lost 7.8% on March 4, 2022. Both were jobs-report days.
These tail events come from the CoinDesk dataset as cited in published summaries. For anyone following Bitcoin markets closely and planning around NFP releases, a potential intraday swing of 7 to 11 percent is far more relevant than a 2.1% average, especially if a position carries a stop-loss or margin requirement. Knowing the average without knowing the distribution of outcomes around it gives an incomplete picture of the actual risk.
The near-even direction split — 39 gains and 40 losses over 79 NFP days — is real and accurate. It means no one reliably predicts which way Bitcoin moves when jobs data arrives. But an even coin flip says nothing about how far the price travels. The coin-flip framing is correct for direction yet incomplete for magnitude. Both facts together give the honest summary of what the data show.
| NFP release date | BTC intraday move | Context |
|---|---|---|
| Feb 4, 2022 | +11.4% | Largest gain in CoinDesk dataset |
| Mar 4, 2022 | -7.8% | Largest loss in CoinDesk dataset |
| Average, all 79 NFP days | ±2.1% | Matches non-NFP daily volatility |
| Direction split | 39 up / 40 down | Near-even across 79 releases |
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An Unusually Large August Print Tests Six Years of Jobs-Day Data
Bitcoin was trading near $80,856 on the morning of September 4, 2026, according to CoinJournal's independent price report. That price reflected a gain of more than 4% over the previous week. The jobs report that arrived the same morning was one of the sharpest beats relative to consensus forecasts in recent memory — actual payrolls of 162,000 against an expected figure near 55,000, a gap of more than 100,000 jobs.
CoinDesk published its analysis of NFP days on the very morning of an extraordinary NFP print. That timing creates a natural experiment. If Bitcoin's intraday move on September 4, 2026, turns out far larger than 2.1%, the six-year average remains historically true as a long-run summary but fails as a description of that specific day. Placing a single session into context is easier with historical Bitcoin price data going back through earlier macro cycles.
None of this overturns the core finding — that over 79 release days, Bitcoin's NFP-day moves match its baseline volatility on average. That finding is plausible and supported by the 39-40 directional split. What it does not guarantee is that any individual NFP day, especially one tied to a labor-market surprise of more than 100,000 jobs above forecast, will be ordinary. Historical patterns describe the past; they do not promise the same outcome every time.