A futures price above spot is an arithmetic statement about funding, not a view on direction
The short answer
A forward or futures price is the spot price compounded at the cost of carrying the position to expiry, less anything the holder of the asset receives inside that window. It is an arbitrage bound, not a prediction, and it would hold at the same level if every participant expected the index to fall. Across 528 sessions of near month index futures on the exchange's own daily derivatives files, from 2024-08-01 to 2026-09-18, the median basis was 0.290 per cent of spot, which annualises to a median implied carry of 6.27 per cent. The basis was negative on only 24 of 446 sessions more than four days from expiry, because the trade that enforces the lower bound needs borrowed stock and the one that enforces the upper bound needs only capital. Convergence is the single certainty: on all 25 expiries measured, the settlement price of the expiring contract equalled the closing index level exactly.
The most repeated error in retail derivatives material is not about a formula. It is about what kind of object a futures price is. Read a dozen pages and you will find it described as what the market thinks the index will be worth at expiry. It is not, and the difference changes what you conclude every time the number moves.
A bound, not a prediction
Consider two ways to own the index at a fixed date. Borrow money, buy the index at spot, hold it, collect whatever it distributes, and repay the borrowing at that date. Or buy the future and set the cash aside. Both end holding the index and nothing else. Two positions with identical terminal outcomes and no residual risk cannot cost different amounts today.
That equality is the whole mechanism. The forward price equals spot grown at the funding rate over the period, reduced by the distributions the spot holder receives and the futures holder does not. No expectation appears in the derivation, because none is needed. It runs on prices that exist now and cashflows that are contractually determined.
It is a bound rather than an identity because the enforcing trade is not costless. Each side has to be executed, financed and margined, and those costs widen the relation into a band. Inside the band there is no trade to do, so the price can sit anywhere. That band is where the subject actually lives, and most generic pages stop before reaching it.
A futures price above spot is a statement about funding
When funding costs more than the asset distributes, the forward sits above spot. That is the ordinary condition for an equity index in India, where the cost of money comfortably exceeds an index dividend yield that ran at a median of 1.28 per cent across this sample.
Now suppose every participant became convinced the index would fall five per cent before expiry. Nothing in the derivation changes, because it never used a view. The spot price would fall to reflect the conviction and the forward would fall with it, still above the new spot by the same carry. Expectation acts on spot. Given spot, the forward is arithmetic.
The corollary is the part worth keeping. If a futures price moved to reflect a directional view independently of spot, it would leave the band, and the trade that closes the gap would appear. Direction cannot get into the basis without creating the incentive to remove it. That is not a claim about how sensible participants are. It is a claim about what survives.
What the basis contains, itemised
The basis is the futures price minus the spot price of the same underlying at the same instant. Each component has a different source, a different sign, and a very different degree of observability.
| Component | Sign in the basis | Observable | What sets it here |
|---|---|---|---|
| Funding over the period | Positive | Only indirectly | The rate at which the marginal participant can finance the cash leg, which is not the policy rate and is not the same for every participant |
| Expected distributions inside the period | Negative | Partly, from the corporate action calendar | Ex dates falling before expiry, heavily concentrated in the months after the March year end |
| Cost and availability of the enforcing trade | Either | No, only as a residual | Margin on both legs, position limits, and whether stock can be borrowed at all for the short side |
| A view on direction | None | Not applicable | Acts on the spot price, not on the gap between spot and the forward |
Only the first two are in the textbook relation. The third is why measured bases do not sit on the textbook value, and it carries almost all the India specific content.
Work one measured session through. On 2026-09-03 the near month contract closed at 24,000.10 with the index at 23,873.45, a basis of +126.65 points or 0.5305 per cent, with 26 calendar days to the 2026-09-29 expiry. The exchange's own index file put the trailing yield at 1.19 per cent.
| Stated inputs | Implied forward | Measured forward minus this | Basis of the calculation |
|---|---|---|---|
| 5.50% funding, 0.00% distributions | 23,967.17 | +32.93 | no distributions assumed |
| 5.50% funding, 1.19% distributions | 23,946.86 | +53.24 | trailing yield applied |
| 6.50% funding, 1.19% distributions | 23,963.92 | +36.18 | trailing yield applied |
| 7.50% funding, 1.19% distributions | 23,981.00 | +19.10 | trailing yield applied |
| 8.50% funding, 1.19% distributions | 23,998.09 | +2.01 | trailing yield applied |
Run the arithmetic backwards and the session implies an annualised carry of 7.43 per cent. Add the published trailing yield, assuming distributions accrue evenly through the year, and the implied funding rate is 8.62 per cent. Both are upper estimates, because Indian distributions do not accrue evenly and a window in which few companies go ex carries less than a proportional share of the annual yield.
The carry period is an exchange calendar, not a month
Every annualised figure above divides by a number of days, and in India that number is set by a rule that changed recently. Monthly derivatives contracts on this exchange expired on the last Thursday until the standardisation effective from 1 September 2025, and on the last Tuesday afterwards. The regulator required each exchange to pick one of two fixed weekdays and stay on it.
That is checkable against the exchange's own files rather than against anybody's description of the rule. Every one of the 13 monthly expiries before the cut fell on a Thursday, and 12 of the 13 after it fell on a Tuesday. The remaining one fell on a Monday, 2026-03-30, because the Tuesday was not a trading day.
The carry period therefore takes the values 28, 29, 33, 34, 35 days in this sample and never equals a calendar month. The cycle that straddled the change ran 33 days, because it began on a Thursday and ended on a Tuesday five weeks later. Any page that annualises by dividing by thirty gets a different answer from the one the contract specifies.
| Period assumed | Annualised carry | Status |
|---|---|---|
| 24 days | 8.05% | an assumption |
| 26 days | 7.43% | the measured period |
| 28 days | 6.90% | an assumption |
| 35 days | 5.52% | an assumption |
The spread across that table is 2.53 percentage points of annualised carry, produced entirely by the choice of divisor. A reader comparing an implied funding rate against a money market rate can be wrong by more than the thing they are trying to detect, purely by taking the period from a calendar instead of the contract.
What an ex date does to the basis, and why nothing happened
The holder of the index receives its distributions. The holder of a future on it does not. So when a constituent goes ex, the spot index falls by roughly the amount that went ex and the futures price does not follow, because the future never had that entitlement priced into it. The basis widens by approximately the distribution, on the morning of the ex date, mechanically.
Nothing was learned and nobody revised a view. Watching the basis widen that morning and calling it a shift in positioning mistakes an accounting step in one leg for information. The signature of the real thing is that it concentrates in the months when Indian companies actually go ex, the stretch after the March year end when final dividends are approved.
| Month | Sessions | Mean annualised carry | Median |
|---|---|---|---|
| January | 37 | 7.28% | 6.75% |
| February | 33 | 5.70% | 6.12% |
| March | 32 | 6.07% | 6.03% |
| April | 32 | 4.06% | 4.31% |
| May | 33 | 4.54% | 4.83% |
| June | 36 | 5.12% | 5.38% |
| July | 39 | 3.67% | 4.19% |
| August | 51 | 5.94% | 5.82% |
| September | 49 | 6.96% | 6.61% |
| October | 36 | 8.59% | 8.09% |
| November | 31 | 7.05% | 7.55% |
| December | 37 | 8.19% | 8.09% |
Grouping April through July against October through January, the heavy months average 4.34 per cent of annualised carry against 7.80 per cent, a gap of 3.46 points. Two years is a short sample and funding has its own seasonality, so this is consistent with the distribution leg rather than proof of it. What does not depend on sample size is the direction: a lower basis in the dividend heavy months is what the mechanism predicts, and reading it as seasonal pessimism would be reading a corporate action calendar as a mood.
The bound has two sides and only one of them is easy to enforce
To pull an expensive future down you buy the index and sell the future, hold both to expiry and take the difference. That needs capital, margin on the short leg and a financing rate. It is demanding but available to anyone with a balance sheet.
To pull a cheap future up you do the reverse: sell the index you do not own and buy the future. That needs the constituents borrowed first. In India the securities lending and borrowing route is narrow and thinly used, and cash market short selling outside it is intraday for most participants, which does not span a carry period. The lower bound is enforced by a trade that frequently cannot be done at all.
The asymmetry is visible in the measurement. Across 446 sessions more than four days from expiry the basis was negative on 24, or 5.4 per cent. Annualised carry sat between 4.26 and 8.05 per cent across the middle half of sessions, with a fifth percentile of -0.12 and a ninety fifth of 11.79. That is not a distribution centred on a funding rate with symmetric noise around it. It has a floor enforced weakly and a ceiling enforced hard.
| Constraint | Side it binds | Effect on the basis | How it shows up |
|---|---|---|---|
| Stock borrowing is scarce | Lower bound | Allows the future to sit below fair value, and to stay there | Negative basis persisting for days rather than minutes |
| Margin on both legs | Both | Widens the band in proportion to the capital tied up | A residual that grows when margins are raised |
| Position limits and the ban period | Both, unpredictably | Removes participants who would otherwise close the gap | A basis that dislocates in a stock or sector under restriction |
| Funding is not the policy rate | Upper bound | Raises the ceiling to the marginal participant's own cost of money | Implied carry above any published short rate |
| Capital is not free | Both | Requires a return on the capital, over and above funding | A persistent positive residual in quiet conditions |
Those five rows are the honest content of the residual. A page that presents the carry relation as an equality and then expresses surprise that the market disobeys it has omitted the row that explains the difference. Position limits matter most, because they remove the enforcing participant at exactly the moment the gap is widest, and the mechanics are covered in the guide to market wide position limits and the ban period.
Convergence is the only certain part of the subject
Everything above is a band, a residual or an estimate. One thing is not. At expiry the contract settles against the closing level of the underlying, so the basis is zero by rule rather than by tendency. That terminal condition is written into the contract, which makes the basis a decaying quantity with a known endpoint.
| Days to expiry | Sessions | Mean absolute basis, points | Mean signed basis | Standard deviation | Mean absolute basis, per cent |
|---|---|---|---|---|---|
| expiry session | 25 | 8.1 | -4.8 | 11.7 | 0.033% |
| 1 to 3 | 47 | 23.2 | +19.7 | 18.9 | 0.096% |
| 4 to 7 | 69 | 28.6 | +25.3 | 25.0 | 0.116% |
| 8 to 14 | 120 | 48.8 | +46.8 | 31.6 | 0.199% |
| 15 to 21 | 128 | 74.2 | +73.3 | 31.2 | 0.304% |
| 22 to 35 | 139 | 111.2 | +109.3 | 47.3 | 0.452% |
The mechanism is explicit in the exchange's own file. The published futures close equalled the daily settlement price on 503 of 528 sessions, which is every non expiry session in the sample. On each of the 25 expiry sessions the settlement price of the expiring contract equalled the closing index level exactly, to the paisa. What remains on the final session is the gap between the last futures print and that close, averaging 8.11 points with a standard deviation of 11.71, against 111.2 points when a full period remained.
Two consequences follow. Anything inferred from a basis must be expressed per unit of remaining time, because a basis in points is not comparable across days to expiry. And a basis that fails to converge is not a market judgement, it is a data problem, usually a stale print or a mismatched timestamp between the legs.
Three indices, one session, three different carries
The cleanest demonstration that the basis is not a mood reading is to hold constant everything a mood would depend on. Take one session, one expiry date, one currency and one funding market, and read the carry on three different indices.
| Index | Spot | Futures close | Basis, points | Annualised carry | Published trailing yield | Implied funding |
|---|---|---|---|---|---|---|
| Banking sector index | 56,358.70 | 56,527.00 | +168.30 | 9.89% | 0.70% | 10.59% |
| Large cap benchmark index | 23,346.40 | 23,378.50 | +32.10 | 4.56% | 1.21% | 5.77% |
| Next rung large cap index | 72,025.40 | 72,009.00 | -16.40 | -0.76% | 1.00% | 0.24% |
The spread across the three is 10.65 percentage points of annualised carry on a single afternoon. A directional reading would have to claim the market was simultaneously enthusiastic about one index, moderate about another and negative about a third, at the same instant, on overlapping constituents. The funding reading needs no such claim: the three differ in what they distribute, in how cheap the cash basket is to assemble, and in how easily each can be borrowed and shorted.
Read the last column carefully, because it is where the residual becomes visible. An implied funding rate of 0.24% is not a rate anybody in India can borrow at. It is what the arithmetic returns when the lower bound is not being enforced, because the trade that would enforce it cannot be assembled in the constituents of that index at acceptable cost. The number is not telling you what money costs. It is telling you the arbitrage is absent.
The spot reference changed on 3 August 2026
A basis is only as well defined as the two prices it subtracts. In India the cash leg's definition changed six weeks before this page was written, and most material on cost of carry has not caught up.
From 3 August 2026 the official closing price for stocks in the derivatives eligible universe is the single equilibrium price of a closing call auction held after continuous trading ends, replacing the volume weighted average price of the last thirty minutes that had served for decades. Orders are collected in a dedicated window and matched at one price, the mechanism already familiar from the pre open call auction at the other end of the session.
The derivatives leg did not change with it. The exchange's files show the futures close equal to the daily settlement price on every non expiry session in this sample, including those after the auction went live. So a closing basis measured after that date joins an auction determined cash price to a settlement determined futures price, where before it joined two averages. Treating a series that spans the date as one homogeneous sample pools two definitions of one leg.
That is an instruction, not a finding. Here the mean near month basis was 0.2200 per cent across the 124 sessions of 2026 before the change and 0.3315 per cent across the 31 after, with dispersion of 0.1796 and 0.2773. That comparison settles nothing. The post period runs 31 sessions and falls almost entirely in a month whose own mean carry across the sample is 6.96 per cent, so the two effects cannot be separated with this much data. The definition changed; the sample is too short to say anything else. That is the discipline set out in the guide to benchmarking against the right null.
A widening basis is a funding signal before it is a mood
This is the failure mode generic pages omit entirely. A basis widens, someone calls it bullish positioning, and the reasoning stops. Run through what actually widens a basis and direction is nowhere near the top of the list.
Funding got more expensive. The upper bound is set by the marginal participant's own cost of money, which moves with liquidity conditions, quarter ends, and anything that makes balance sheet scarce. The basis moves with it and nobody formed a view.
The window contains fewer distributions. Roll from a period with heavy ex dates into one with few and the negative leg shrinks, so the basis widens. A calendar effect, visible in the monthly table above.
The enforcing trade got harder. Margins rose, a limit bound, or the cash basket became more expensive to assemble. The residual widens because the band widens, and a wider band is not a direction.
The period got longer. A basis in points grows with time to expiry for a trivial reason. Comparing one a week from expiry with one four weeks out, without annualising, compares two different quantities.
The diagnostic is three steps. Annualise the basis over the actual days to expiry taken from the contract. Compare it with a funding rate rather than with zero. Check the distribution calendar for the window. If the number is still unexplained, the residual is worth thinking about, and the thinking starts with the cost and availability of the arbitrage.
What the basis is actually for
Used correctly the basis measures the cost and the availability of financing, one of the few things about a market genuinely observable from a screen. An implied carry sitting persistently above every published short rate says what capital actually costs the people willing to carry the position. One that goes negative says the short side of the arbitrage is unavailable.
Used as a direction gauge it is worse than useless, because it is confidently wrong in a stable direction. The forward is above spot almost all the time for reasons unconnected to the index going up, and treating that as a standing bullish signal builds a permanent bias into every chart carrying a futures price. The discipline is the ordinary one: know which quantity you are looking at, what it is defined against, and which of its parts you observe rather than infer.
Frequently asked questions
Does a futures price above spot mean the market expects prices to rise?
No. With funding costing more than the index distributes, the forward sits above spot by arithmetic, and it would sit there if every participant expected a fall. A view acts on the spot price; given spot, the forward follows from the cost of carry. The near month basis here was positive on about 95 per cent of sessions, which describes the cost of money in India, not two years of unbroken optimism.
What exactly is the basis?
The futures price minus the spot price of the same underlying at the same moment. It contains three things: funding over the period, minus any distribution the asset holder receives inside it and the futures holder does not, plus a residual for how costly or impossible the arbitrage is that would otherwise make the first two the whole answer.
Why is the residual not zero?
Because the enforcing trade is neither free nor always available. Closing an over priced future needs capital, margin on both legs and a financing rate that is not the policy rate. Closing an under priced one needs borrowed stock, and the Indian lending route is narrow. Add position limits that can stop a leg being added at all and that cost lives permanently in the basis.
How long is the carry period in India now?
It is set by the exchange calendar, not the month. Monthly index futures expire on the last Tuesday following the standardisation effective 1 September 2025, where they previously expired on the last Thursday. Across this sample the calendar days between consecutive monthly expiries took the values 28, 29, 33, 34, 35, and one expiry moved off Tuesday because of a trading holiday.
Why does the period matter if the basis is small?
Because it is the denominator of every annualised figure derived from it. On the worked session here the same measured basis annualises to 7.43 per cent over the actual 26 day period and 5.52 per cent over an assumed thirty five days. Nothing about the market changed between those numbers. Only the divisor did.
What happens to the basis when the index goes ex a distribution?
Spot falls by roughly the distribution and the futures price does not, because the future never carried an entitlement to it. The basis widens on the ex date by approximately the amount that went ex. No information arrived and nobody changed their mind. It is an accounting step in one of the two legs.
Can the basis be used as a sentiment indicator?
It moves for funding reasons far more often than directional ones, so reading it that way is mostly reading noise in the cost of money. Annualise it over the actual days to expiry, compare it with a funding rate, and check the distribution calendar, before attributing anything to mood. Different indices on one afternoon can show carries several points apart, which no single sentiment reading can explain.
Is convergence to zero at expiry guaranteed?
It is the one certainty here, because it is a settlement rule rather than a tendency. On every expiry in this sample the settlement price of the expiring contract equalled the closing index level exactly. What remains on the final session is the gap between the last futures print and that close, averaging about 8 points on an index in the twenty thousands, which is measurement rather than carry.
Does the closing auction introduced in August 2026 change any of this?
It changes what the spot leg of a closing basis is. From 3 August 2026 the official closing price of stocks in the derivatives eligible universe is the single equilibrium price of a call auction held after continuous trading, replacing the volume weighted average of the last thirty minutes. The derivatives leg is still the daily settlement price. A basis series spanning that date joins two differently defined cash prices.
Is a wide basis an opportunity?
It is first a measurement of how expensive or how constrained the enforcing trade has become. Calling it an opportunity assumes that trade is available to you at the cost the wide basis implies, and the usual reason a basis is wide is that it is not. The useful question is which of the three components moved.
How these numbers were produced. The near month series is the nearest unexpired index futures contract on each session, from the exchange's daily derivatives file, which prints the futures close and the underlying index level in the same row, so the basis is a difference between two published fields rather than a join across two sources. The spot leg was proved before it was used: the underlying price field was compared with the closing level of the same index in the exchange's separate daily index file on 528 sessions, and the build refuses to write unless every one agrees to within five paise. Guards also require at least five hundred sessions and reject any gap between consecutive sessions longer than nine calendar days, since a missing block would corrupt every figure around it. The derivatives files run from 2024-08-01 to 2026-09-18, 528 sessions; the exchange's index file holds two more sessions in that span, the weekend special sessions of 2025-02-01 and 2026-02-01, for which the derivatives files were never fetched, so the series leaves them out, and because every figure here is read within a session rather than as a change between sessions, the omission removes those observations and shifts nothing else. Basis is the futures close minus the underlying level. Annualised implied carry is the natural logarithm of their ratio, scaled by three hundred and sixty five over the calendar days between the session and the contract's own expiry date, which is read from the contract rather than assumed. Implied funding adds the trailing twelve month dividend yield the exchange publishes for that index that session. That is an approximation, and an upward biased one, because Indian distributions are concentrated rather than evenly spread and a given window rarely carries a proportional share of the annual yield. Funding rates in the fair value table are stated inputs, labelled as such, not measurements. Nothing here is a forecast, a recommendation or a claim about any outcome.
What was not verified. The exchange's own description of the closing auction session could not be retrieved while this page was built. The go live date of 3 August 2026, the coverage of the derivatives eligible universe and the replacement of the last thirty minute volume weighted average price were corroborated across independent secondary sources, but the exact session timings were not confirmed against a primary document and are therefore not stated here. Nor was it confirmed whether the published closing level of any given index is computed from auction determined constituent closing prices. Confirm both with the exchange before relying on a closing basis measured across that date.
The position is stated as at 19 September 2026. Contract specifications, expiry weekdays, closing price methodology, margin rules and position limits are all set by circular and change. Verify the current specification with the exchange and the current regulation with the regulator before relying on anything here, and take advice on your own facts.
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