July 8, 2026, 5:01 AM · News Analysis · 8 min read
The Fed's 3.8% Median Is a Coin Toss, Not a Dot
On 8 July the Fed released the minutes of its June meeting, the first on-record account of a committee whose June dot plot carried only 18 dots because new chair Kevin Warsh withheld his own projection. Recompute the median by hand from the primary table and 3.8% turns out to be no policymaker's view but the empty midpoint of a dead-even 9-to-9 hike question, so reading it as a committee that leans toward hiking mistakes a tie for a majority.
By Cumulant Research
Hover or tap an underlined term to see its definition.

The quick version
- The Fed's most-watched number, the year-end 2026 'dot plot' median, printed at 3.8%, but no policymaker marked that rate. It is a computed midpoint (3.75%, rounded to 3.8%), not a dot, because the Fed's own rule averages the two middle dots when the count is even.
- The count was even (18 dots, not the usual 19) because new chair Kevin Warsh declined to submit a projection, by the Fed's record the first chair to sit out the dot plot since it began in 2012.
- On the only question markets trade, hike or not, the committee split exactly 9 to 9, so the median lands on the empty shelf between the highest 'no-hike' vote (3.625%) and the lowest 'hike' vote (3.875%).
- Put the chair's dot back and the median snaps onto a real vote: 3.6% if he holds, 3.9% if he hikes, a full quarter-point swing the published figure hides.
- The hawkish shift was real: nine members now see a 2026 hike versus zero in March, with the core inflation forecast up 0.6 point. But 3.8% overstates consensus, it reads like a lean-to-hike center when half the room sees no hike at all, and a June payroll print of 57,000 has since pared the odds of another 2026 hike to roughly four-in-ten, leaving September far from settled.
Figure
18 dots, split 9 to 9, and the median falls in the gap
Year-end 2026 fed funds projections, 17 June SEP, number of policymakers at each rate
Dots can only sit at the midpoints of 25bp bands (3.375, 3.625, 3.875, 4.125, 4.375). The median is not one of these: it is the average of the 9th and 10th dots, 3.625% and 3.875%, which computes to 3.75% (rounded to 3.8%), a value drawn between the two bars, not on any of them. Nine dots at 3.875% or above are hikes; nine at 3.625% or below (8 holds + 1 cut) are not, a 9-to-9 tie.
Source: Federal Reserve Summary of Economic Projections, 17 June 2026 · number of dots · Year-end 2026
Why it matters
The dot plot median is the single number that anchors rate expectations across mortgages, corporate loans and bond prices, so treating 3.8% as a hawkish committee center rather than a 9-to-9 tie causes markets to misprice the September decision. The mechanics, an even dot count created by the chair opting out, mean the headline signal has been hollowed out just as incoming data (weak payrolls) argue against a hike. Investors, borrowers and forecasters planning around Fed policy need the underlying dot distribution, not the rounded median, to read the committee's true balance.
A number everyone read as a hike
At 2 p.m. today the Federal Reserve released the minutes of its 16-17 June meeting, and for once the minutes matter more than usual. They are the only on-record account of a committee that has quietly split down the middle on whether to raise interest rates this year, and whose most famous output, the 'dot plotdot plotA chart the Fed publishes four times a year in which each policymaker marks, anonymously, where they think the interest rate should be at year-end, shown as dots stacked on a rate scale.' medianmedianThe middle value in a list; when there is an even number of values it is the average of the two in the middle, which is exactly what happens here with 18 dots., was built in a way that hides that split rather than revealing it.
The number every trading desk fixated on after the June meeting was 3.8 percent: the median projection for where the federal funds ratefederal funds rateThe short-term interest rate the Fed steers; it ripples out to the cost of mortgages, credit cards, business loans and bonds. ends 2026. In March that median was 3.4 percent. The jump to 3.8 was read widely as the Fed leaning toward a hike, and in one important sense that read is fair: in March not a single policymaker penciled in a 2026 hike, and in June nine did, while the core inflation forecast was revised up six tenths of a point. That is a real hawkish shift, and this piece does not dispute it.
What we wanted to test is narrower and more specific: does the 3.8 percent median itself, the single figure markets anchor to, represent a committee whose center of gravity has moved toward hiking? Open the primary document, do the median by hand, and the answer is no. The level is not a lean; it is the exact midpoint of a committee split nine to nine on whether to hike at all. The direction moved. The median just cannot tell you that half the room still sees no hike.
What a dot plot is, and why the median is the thing
Four times a year, each Fed policymaker writes down where they think the policy interest rate should sit at the end of the coming years. Those anonymous guesses are plotted as dots stacked on a rate scale, the 'dot plot.' Markets do not really trade the individual dots; they trade the median, the middle dot, because it is treated as the committee's center of gravity. Rate expectations across mortgages, corporate loans and bond prices take their cue from where that one figure lands.
One mechanical detail matters here. Dots can only sit at the midpoints of the Fed's quarter-point bands: 3.375, 3.625, 3.875, 4.125, and so on. There is no 3.750 option on the grid, it is a band boundary, not a place a policymaker can mark. Keep that in mind.
The rule that is the whole story
The Fed's own footnote, printed on every projection release, says it plainly: when the number of projections is even, the median is calculated as the average of the two middle projections. That average need not land on any grid point, and here it does not.
The reporting step that makes or breaks this
The claim only stands if the published dots actually straddle two buckets rather than piling onto one. So step one was to open the June 17 Summary of Economic Projections and count the dots ourselves. Here is the year-end 2026 distribution, taken directly from the Fed's projection table.
Figure
18 dots, split 9 to 9, and the median falls in the gap
Year-end 2026 fed funds projections, 17 June SEP, number of policymakers at each rate
Dots can only sit at the midpoints of 25bp bands (3.375, 3.625, 3.875, 4.125, 4.375). The median is not one of these: it is the average of the 9th and 10th dots, 3.625% and 3.875%, which computes to 3.75% (rounded to 3.8%), a value drawn between the two bars, not on any of them. Nine dots at 3.875% or above are hikes; nine at 3.625% or below (8 holds + 1 cut) are not, a 9-to-9 tie.
Source: Federal Reserve Summary of Economic Projections, 17 June 2026 · number of dots · Year-end 2026
Count the camps by the only question that moves markets, hike or not. Nine dots sit at 3.875 percent or above; that is at least one hike from today's setting. The other nine sit at 3.625 percent or below, eight at 3.625, exactly the midpoint of the current 3.50-3.75 percent target rangetarget rangeThe Fed sets a band rather than one exact rate (currently 3.50-3.75%); the midpoint of that band is 3.625%, which is why a 'hold' vote shows up there. (a vote for no change), plus one lone cut at 3.375. Nine hikes, nine not-hikes. The wires reported the split as nine hikes, eight holds and one cut; that is right too, it just bundles the eight holds and the one cut into a single 'no hike this year' block of nine.
Now do the median. With 18 dots, the middle is the average of the 9th and 10th when you line them up lowest to highest. The 9th dot is the top of the not-hike block, 3.625 percent. The 10th is the bottom of the hike block, 3.875 percent. Their average is (3.625 + 3.875) / 2 = 3.75 percent, which the Fed rounds to 3.8.
3.75 percent is not a shelf anyone declined to stand on, it is not even a valid grid point. It is the arithmetic seam between the highest 'no hike' vote and the lowest 'hike' vote, and it falls there precisely because the committee is split exactly nine to nine. That is real information. It just is not the information markets took from it.
The missing dot
Why is the count 18 and not the usual 19? Because the chair sat it out. Kevin Warsh, confirmed on 13 May by a 54-45 Senate vote, unusually narrow for a Fed chair, and described in the coverage as the most divisive such vote in the Fed's history, declined to submit a dot of his own. In his own words, from the June 17 press conference: 'I, however, have refrained from offering any projections of my own, consistent with my long-held views on the SEP, at least as currently structured.' By the Fed's record he is the first chair to withhold a projection since the dot plot began in January 2012.
Even-numbered dot plots are not exotic. The committee has run with 17 or 18 participants whenever Board seats sit empty, and in those years the median is always an average of two dots. Nobody calls that an artifact. What is unusual here is the specific geometry: the missing dot is the chair's, and its absence leaves the remaining 18 straddling the hike line nine to nine. Put a 19th dot back in, the chair's, and the median stops being a seam and snaps onto a rate someone actually chose.
Figure
Restore the chair's dot and the median jumps off the fence
What the 2026 median becomes if Warsh submits a 19th dot at either adjacent bucket
| If Warsh had marked... | 19th dot at | New median (10th of 19) | Reads as |
|---|---|---|---|
| a hold | 3.625% | 3.6% | no hike |
| published (no dot, 18 dots) | - none - | 3.8% | 9-9 tie, on the fence |
| a hike | 3.875% | 3.9% | one hike |
3.625% (hold) and 3.875% (one hike) are the two grid values on either side of the empty median, the plausible marks for a centrist chair. Either one gives an odd count of 19, so the median becomes the single 10th dot, a rate someone actually chose. The Fed rounds SEP medians to one decimal, so 3.625% shows as 3.6% and 3.875% as 3.9%.
Source: Cumulant Research calculation from the Federal Reserve SEP, 17 June 2026
The two scenarios in the table are not Warsh's only arithmetic options, but they are the plausible ones: 3.625 (hold) and 3.875 (one hike) are the grid values immediately on either side of the empty median, the natural marks for a centrist chair. Either one moves the published 'signal' a full quarter-point in a committed direction. As it stands, 3.8 percent is the one value the plot could show that commits to nothing. The number markets treated as the Fed's center of gravity is balanced on an absence.
The direction was real, the precision is not
None of this denies that the committee turned hawkish between March and June. It plainly did. The cleanest way to see it is to count, in each meeting, how many policymakers projected at least one 2026 hike, using the full committee as the denominator each time.
Figure
In March, nobody saw a 2026 hike; in June, exactly half the room did
Policymakers projecting at least one 2026 rate hike, with the full committee as the denominator
March had 19 dots; June had 18 because the chair withheld. The move from 0 to 9 is the genuine hawkish shift, it is the median's precision, not its direction, that this piece questions.
Source: Federal Reserve SEP, March and 17 June 2026 · number of policymakers
Zero to nine is a genuine shift, and it did not come from nowhere. The same June projections marked the core inflation forecast up sharply while trimming growth, the shape of a committee worried that prices are proving stickier than output is holding up.
Figure
A stagflationary shading: inflation up, growth down
2026 median forecasts, March to June SEP (each line is one measure; the slope is the point)
The two measures are different quantities and are not being compared to each other, each line's own slope shows the revision. The core inflation forecast was marked up 0.6 point; the growth forecast was cut 0.2 point.
Source: Federal Reserve SEP, March and 17 June 2026 · percent
So the argument here is not that the Fed is secretly dovish. It is that the direction (more hawkish) and the level (3.8 percent) are telling you different things, and only the direction is solid. The level is a rounding of a tie. Treat it as a measurement of consensus and it will mislead you, because there is no consensus at 3.8, there is a nine-nine standoff with an empty middle.
Manufactured opacity, or principle?
There are two honest readings, and they are worth keeping apart. The uncharitable one: Warsh engineered a median that tells the market nothing while the committee privately tilts hawkish, keeping the chair's hands free for September without owning a direction. The charitable one, which we think is at least as well supported: Warsh has spent years arguing against 'forward guidanceforward guidanceWhen a central bank signals in advance what it plans to do with rates, to shape market expectations; Warsh is a longtime critic of the practice.', the practice of pre-committing markets to a rate path, and is simply declining to feed a number he thinks the Fed should not be publishing in its current form. At his confirmation he said flatly, 'I don't believe in forward guidance,' and at the June meeting he launched a review of Fed communications and floated phasing the exercise out entirely.
Both readings share the same practical consequence, and that is the point for a reader trying to trade or plan around this: the headline median has been hollowed out. Whether by design or by principle, 3.8 percent no longer carries the information a normal SEP median would. The only way to recover the committee's actual balance is to do what this piece did, go past the median to the underlying dots, where the real signal is a coin-flip nine to nine, not a hawkish tilt.
And the coin is still spinning. Since June the data have cut the other way: the June payroll report showed just 57,000 jobs added, with unemployment at 4.2 percent, and futures markets pared the odds of another 2026 hike to roughly four in ten. That is exactly the kind of incoming data Warsh says a pre-committed dot would have fought against. It also means the September meeting is genuinely open, which is what a nine-to-nine committee looked like all along, and what a single rounded median at 3.8 percent was never going to tell you.
What to watch
- The September FOMC meeting, where a 9-to-9 committee and softening jobs data leave the hike decision genuinely unsettled.
- Warsh's review of Fed communications and whether the SEP/dot-plot exercise is reformed or phased out.
- Incoming inflation and payroll data that could break the 9-9 tie, after June's 57,000 print cut 2026 hike odds to about four-in-ten.
- Whether Warsh submits a projection at the next SEP, which would restore a 19-dot count and move the published median onto an actual vote.
How we did this
- Pulled the primary source, the Federal Reserve's Summary of Economic Projections for 17 June 2026, and read the year-end 2026 federal funds rate distribution directly from the Fed's projections table: 1 dot at 3.375%, 8 at 3.625%, 3 at 3.875%, 5 at 4.125%, 1 at 4.375%, for 18 dots total.
- Recomputed the median by hand. With 18 (even) dots, the median is the average of the ranked 9th and 10th values: (3.625 + 3.875) / 2 = 3.75%, which the Fed rounds to 3.8%, matching the published figure and confirming it is a computed midpoint, not a marked dot.
- Classified each dot relative to the current 3.50-3.75% target range (midpoint 3.625%): dots at 3.875% or higher are hikes (9), dots at 3.625% or lower are holds-or-cuts (9), establishing the exact 9-to-9 split.
- Ran the counterfactual: added a hypothetical 19th (chair's) dot at each adjacent grid value and recomputed the median as the 10th of 19, giving 3.625% (rounds to 3.6%) for a hold and 3.875% (rounds to 3.9%) for a hike.
- Cross-checked the March 2026 baseline (median 3.4%, core PCE 2.7%, GDP 2.4%, 19 participants, zero hike projections) against the Fed's 18 March 2026 projections table and contemporaneous coverage.
- Confirmed Warsh's confirmation vote, his decision to withhold a dot, and his exact press-conference quote against NPR, CNBC, C-SPAN and Yahoo Finance reporting, and confirmed the 8 July minutes release against Fed and press coverage.
- Grounded the post-meeting data turn (June payrolls of 57,000, 4.2% unemployment, and pared hike odds of roughly four in ten) in the June jobs-report coverage rather than asserting a precise September probability.
What this cannot establish
- The counterfactual medians (3.6% for a hold, 3.9% for a hike) assume Warsh would mark one of the two grid values adjacent to the empty midpoint; he could in principle place a dot anywhere on the grid, which would change the result. The table shows the plausible centrist cases, not the only ones.
- Dots are anonymous, so we cannot know which participant holds which view, nor whether Warsh's unstated preference is actually a hold or a hike. The 'restore the dot' exercise is illustrative arithmetic, not a claim about his private position.
- The 9-to-9 framing depends on classifying every dot at or below the current-range midpoint (3.625%) as 'not a hike.' That is the market-relevant cut, but a reader who counts differently (for example, treating only cuts as dovish) would tally the room differently.
- The 'first chair to withhold a projection since 2012' claim rests on the Fed's public record and press characterizations; it is a historical negative that cannot be exhaustively proven from a single source.
- Post-June market odds move daily; the 'roughly four in ten' figure for a 2026 hike reflects reporting shortly after the June jobs report and is not a fixed or September-specific probability.
This is AI-assisted analysis under stated assumptions; it is not investment advice or a price target. Figures are as of the publication date and trace to the cited sources; markets and disclosures change.
Sources
- 01FOMC Projections materials, 17 June 2026 (accessible table), Federal ReservePrimary
- 02Summary of Economic Projections, 17 June 2026 (PDF), Federal ReservePrimary
- 03FOMC Projections materials, 18 March 2026 (accessible table), Federal ReservePrimary
- 04FOMC statement, 17 June 2026, Federal ReservePrimary
- 05Senate confirms Kevin Warsh as next chair of the Federal Reserve, NPRSecondary
- 06Senate Confirms Kevin Warsh as Fed Chair, 54-45, C-SPANPrimary
- 07Kevin Warsh wins Senate confirmation as the next Federal Reserve chair, CNBCSecondary
- 08Here are the five big takeaways from Kevin Warsh's first meeting as Fed chairman, CNBCSecondary
- 09Fed chief Warsh skips rate-path 'dot,' launches communications review, Yahoo FinanceSecondary
- 10Fed interest rate decision June 2026: Fed holds rates steady, CNBCSecondary
- 11Fed meeting recap: Warsh announces task forces to overhaul major Federal Reserve operations, CNBCSecondary
- 12Fed Minutes Due Wednesday: Nine Hawkish Dots and Warsh's Deliberate Silence, Tech TimesSecondary
- 13FOMC Summary of Economic Projections, March 2026, FRED Blog, Federal Reserve Bank of St. LouisData
- 14June Jobs Report 2026 Softens Fed Hike Odds, InsiderFinanceSecondary
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