Markets · Plumbing

The Treasury Basis Trade and the Price of Balance Sheet

The cash-futures basis cannot be measured from public data, so this issue measures what the trade rents instead: the dealer balance sheet committed to Treasuries, the repo that finances it, and the dispersion in overnight rates that appears when that capacity binds.

Issue date
Last revised
Data through
19 August 2026
Dealer Treasury balance sheet, repo financing, and funding dispersionUpper panel: weekly primary dealer net outright positions in US Treasury securities excluding TIPS in US dollar billions, and dealer repo financing against Treasury collateral in US dollar trillions, from 2015 to 2026. Both rise over the period, with dealer net positions reaching record levels. Lower panel: the daily difference between the 99th and 1st percentiles of SOFR in basis points on a logarithmic scale. The series sits near its median of about 16 basis points for most of the sample and spikes at year-end 2018, in September 2019 and in March 2020.Balance sheet committed to the Treasury market, and its price0200400600USD BILLIONS201620172018201920202021202220232024202520260.01.02.03.0USD TNdealer net outright Treasury positions (left, USD bn)dealer Treasury repo financing (right, USD tn)SOFR dispersion: 99th minus 1st percentile, bp, log scale11010020162017201820192020202120222023202420252026median 16 bpyear-end 2018, 355 bpSept 2019, 675 bpMarch 2020, 180 bpBalance sheet committed to Treasuries is at a record, and it is financed.Its price is invisible until capacity binds, then it is very visible.
Dealer Treasury balance sheet, repo financing, and funding dispersionUpper panel: weekly primary dealer net outright positions in US Treasury securities excluding TIPS in US dollar billions, and dealer repo financing against Treasury collateral in US dollar trillions, from 2015 to 2026. Both rise over the period, with dealer net positions reaching record levels. Lower panel: the daily difference between the 99th and 1st percentiles of SOFR in basis points on a logarithmic scale. The series sits near its median of about 16 basis points for most of the sample and spikes at year-end 2018, in September 2019 and in March 2020.Dealer balance sheet and repo0200400600USD BILLIONS2016201820202022202420260.01.02.03.0USD TNnet positions (left, bn)repo financing (right, tn)SOFR dispersion, 99th minus 1st pctile, bp110100201620182020202220242026median 16 bpmarked: year-end 2018 (355 bp), Sept 2019 (675 bp),March 2020 (180 bp)Committed balance sheet is at a record.Its price is invisible until capacity binds.
Figure 1 · Balance sheet, financing, and what scarcity costs Dealer balance sheet committed to Treasuries and the repo financing behind it (upper), against the dispersion of overnight secured rates (lower). The dispersion series is the observable price of balance-sheet capacity: it is unremarkable for years at a time, then moves by orders of magnitude when intermediation capacity binds. Both panels are descriptive. Neither isolates basis-trade positioning, which is not separately observable in these series. Source: Federal Reserve Bank of New York, Primary Dealer Statistics and SOFR reference rate percentiles. Notes: Dealer series are weekly as-of Wednesday, in US dollars. Repo is cash borrowed against Treasury collateral excluding TIPS. SOFR dispersion is the published 99th minus 1st percentile of the transactions underlying the benchmark, in basis points on a log scale. Data through: 19 August 2026 (dealer), 1 September 2026 (SOFR).

Primary dealers held about 42 billion dollars of net outright Treasury positions on an average week in 2015. In 2026 the average is close to 497 billion. Over the same period the repo financing dealers raise against Treasury collateral more than doubled, from about 1.3 trillion dollars to about 3.0 trillion. Both series come from the same weekly New York Fed collection, and together they describe the balance sheet that a cash-futures basis position ultimately rents.

The basis itself cannot be shown here. Constructing a clean cash-futures series needs licensed futures settlement data and CUSIP-level cash quotes, and a reconstruction assembled from what is free would look like a measurement without being one. Figure 1 shows the two quantities that are properly observable instead: how much balance sheet is committed to the Treasury market, and what that capacity costs when it becomes scarce.

Section 01What the trade actually is

In the Federal Reserve's description, the trade combines a short Treasury futures position, a long Treasury cash position, and repo borrowing that finances the cash leg and supplies the leverage. The asymmetry is the point. Only the cash leg needs funding: the fund buys the bond, pledges it in repo, and borrows most of the purchase price, while the futures leg absorbs margin rather than principal. An unlevered basis of a few basis points becomes a respectable return only after that borrowing. The thinness of the spread is what forces the leverage, and the leverage is what makes the position matter to anyone other than its owner.

Set against the size of the market being intermediated, the committed inventory stays small. Dealer net Treasury positions at the latest reading are about 1.4 per cent of the 31.5 trillion dollars of marketable Treasury debt outstanding. A record inventory in absolute terms is still a thin cushion relative to what has to clear through it.

Section 02The price of balance sheet

Every component of the structure is a charge for someone's balance sheet. Repo financing has to be rolled, often overnight, at a rate that can move. The pledged cash leg carries a haircut that can be raised. The futures leg carries initial and variation margin that rises when prices move. The Federal Reserve note is explicit that the trade is generally highly leveraged and exposed both to changes in futures margins and to changes in repo spreads. Those two exposures are the real position: the basis pays for warehousing a bond, financing it, and standing ready to meet margin.

Most of the time that rent is invisible, which is why the lower panel of Figure 1 uses a logarithmic scale. It plots the gap between the 99th and 1st percentiles of the transactions underlying SOFR, published daily by the New York Fed. When the market is functioning, identical overnight cash against identical collateral trades within a narrow band: the median reading is 16 basis points, and the 95th percentile is 29. When capacity binds, the same measure reaches 355 basis points at year-end 2018, 675 in the week of 17 September 2019, and 180 in mid-March 2020. A price that sits at 16 for years and then prints 675 is not a price that anyone was monitoring as a risk.

This is how a trade in the safest asset in the world turns from stabilising to destabilising with no change in the bonds. When funding tightens or margins jump, a levered holder must find cash it may not have, and the fastest route is to unwind: sell the cash Treasury, buy back the future. When many funds hold the same position they sell into one another. The Federal Reserve note records that hedge funds unwinding the cash-futures basis likely contributed to the March 2020 Treasury market instability, and that absent prompt central-bank intervention the situation may have been considerably worse.

A Treasury basis-trade balance-sheet schematic A balance-sheet schematic of the cash-futures basis trade. The top row holds the two legs: a long cash Treasury (left) and a short Treasury future (right), both feeding a central basis-trade box, annotated that the quoted spread is only a few basis points. A gold bracket beneath reads, what the arbitrage actually pays for, and spans the financing row: repo financing of the cash leg (drawn with a collateral-versus-cash haircut bar), a dealer balance sheet that intermediates it (drawn as a T-account), and futures margin (drawn as initial and variation bars). The dealer balance sheet faces a central clearing counterparty below, which nets positions and sets margin and which the SEC mandate is rebuilding. Basis trade · the balance sheet behind the spread long cash · short future · rolled in repo Long cash Treasury buy and hold the bond Basis trade long cash − short future Short Treasury future sell the futures contract quoted spread ≈ a few basis points what the “arbitrage” actually pays for Repo financing cash leg · collateral haircut Dealer balance sheet intermediates and funds repo Futures margin initial + variation margin Central clearing (CCP) netting · margin · counterparty · SEC mandate Schematic, not market data. The real position is in funding, balance sheet, and margin.
Figure 2 · A Treasury basis-trade balance-sheet schematic Long cash + short future, financed in repo ‖ the return is rent for balance sheet and margin Delivery mechanics bind cash and futures prices together, but the path to convergence is financed. Repo must roll, haircuts can change, and variation margin can create cash demands before the relative-value thesis is realised.

Strip the structure to its drivers and the risk becomes legible:

net_basis_pnl  ~=  convergence + bond_carry
                   - repo_cost - transaction_costs

cash_needed_in_stress  ~=  variation_margin
                          + haircut_increase
                          + repo_rollover_gap

return_on_equity  =  net_basis_pnl / committed_equity

Leverage magnifies a thin spread and puts liquidity timing inside the thesis. Economic convergence can remain perfectly intact while the holder is forced out of the position before it arrives.

Section 03Clearing rewrites the plumbing

If the trade is a position in balance sheet and funding, clearing rules are part of its economics. The SEC's Treasury clearing standards require covered clearing agencies to bring eligible cash and repo transactions into central clearing through their direct participants. In Release 34-102487, effective 4 March 2025, the Commission extended the compliance dates by one year: to 31 December 2026 for eligible cash market transactions and to 30 June 2027 for eligible repo transactions.

Central clearing moves the risk rather than removing it. Netting and standardised margin can lower bilateral counterparty exposure and the balance-sheet cost of intermediation, which would make the market more resilient and the trade cheaper to run. Concentrating positions at one counterparty and hard-wiring margin rules also relocates the stress: a clearing house's margin model becomes a systemic variable, and a procyclical margin call becomes a single centralised event rather than a scattered set of bilateral ones. Which effect dominates is genuinely unsettled, and the compliance dates above mean the first full test is still ahead.

In modern markets the scarce input is rarely a view. It is a balance sheet, and the safest assets can be made fragile by the way they are financed.

What Figure 1 supports is a narrow claim: the balance sheet committed to intermediating Treasuries is at a record in absolute terms, it is financed through repo at a scale roughly seven times its own size, and the price of that financing is stable until it abruptly is not. What the figure cannot do is attribute any of it to basis positioning. Neither dealer statistics nor SOFR percentiles separate a basis trade from any other use of the same balance sheet, and no public daily series does. A complete account of the trade therefore ends not with the spread but with a cash-flow map: who finances the bond, who sets margin, when collateral can move, and how much depth remains if many holders reach for the exit in the same week.

  • Neither series in Figure 1 isolates basis-trade positioning. Dealer inventories and repo dispersion reflect every use of the same balance sheet, and the article makes no attempt to decompose them.
  • SOFR dispersion is an indirect read on scarcity. A wide 99th-to-1st percentile range is consistent with balance-sheet constraint and also with collateral specialness, segmented counterparty access, or a single large trade at an unusual rate.
  • Primary dealer statistics cover primary dealers only. Positions held by hedge funds, at non-primary intermediaries, or through derivatives do not appear in them.
  • Estimates of the size and leverage of the basis trade vary widely by source and by date, and are deliberately left out of this article rather than quoted from a secondary summary.
  • The dealer series is weekly and the funding series daily. Figure 1 plots them on a common calendar axis, which can make a weekly turning point look sharper than the underlying data supports.

This research is analysis and commentary for general information. It is not investment advice, an offer, or a solicitation, and it contains no price forecasts. Quantities in the text are the author's own calculations from the sources cited; regulatory descriptions summarise the releases named.

References & notes

  1. Barth, D., Kahn, R. J., and Mann, R. (30 August 2023). Recent Developments in Hedge Funds' Treasury Futures and Repo Positions: Is the Basis Trade "Back"? Board of Governors of the Federal Reserve System, FEDS Notes. federalreserve.gov. Source for the construction of the trade, its leverage, its exposure to futures margin and repo spreads, and the March 2020 unwind.
  2. U.S. Securities and Exchange Commission (2025). Extension of Compliance Dates for Standards for Covered Clearing Agencies for U.S. Treasury Securities and Application of the Broker-Dealer Customer Protection Rule With Respect to U.S. Treasury Securities. Release No. 34-102487, File No. S7-23-22, effective 4 March 2025. sec.gov. Primary source for the extended compliance dates of 31 December 2026 and 30 June 2027.
  3. Federal Reserve Bank of New York. Primary Dealer Statistics. newyorkfed.org. Weekly source for dealer net outright Treasury positions and Treasury repo financing.
  4. Federal Reserve Bank of New York. Secured Overnight Financing Rate, with published percentiles. newyorkfed.org. Source for the 1st and 99th percentile readings underlying the dispersion panel.
  5. U.S. Department of the Treasury. Monthly Statement of the Public Debt. fiscaldata.treasury.gov. Source for marketable Treasury debt outstanding. The reproduction script is in research/2025-02/.

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