IPOs from hot markets
Failed its pre-registered test
Mainboard IPOs listed in hot months returned 3.1% on average over their first year against 10.3% for the rest. A gap that size could be chance (p = 0.26, from 221 and 157 issues).
DossiersAnswer as of 5 Oct 2026
Above usual
Borrowed money to hold shares is 32 bps of market value, the highest reading since 2017; option premium is 0.45× the value of shares traded, higher than 61% of months since 2015.
Of the five measures that vote, two say heavy and three sit in between.
Each measure against its own history, strongest first. The bar runs from the lowest reading to the highest; the shaded part is the middle half. A measure votes heavy at or above the 70th percentile of its history and light at or below the 30th, unless its note says otherwise. Primary measures count double.
The margin trading book (money brokers have lent clients to hold shares) as a share of the market value of NSE-listed companies, daily since mid-2017. A year ago it was 23 basis points. Borrowed positions are sold when prices fall fast, so a larger book means more forced selling in a sharp fall; we have not yet tested how much that has mattered.
Source: NSE margin trading disclosure (daily archive), via Data bank nse_mtf eras
| Date | Margin book, bps of market value |
|---|---|
| Oct 2026 | 32 bps |
| Jul 2026 | 28 bps |
| Apr 2026 | 26 bps |
| Jan 2026 | 24 bps |
| Oct 2025 | 24 bps |
| Jul 2025 | 19 bps |
| Apr 2025 | 17 bps |
| Jan 2025 | 19 bps |
| Oct 2024 | 17 bps |
| Jul 2024 | 16 bps |
| Apr 2024 | 15 bps |
| Jan 2024 | 14 bps |
| Oct 2023 | 13 bps |
| Jul 2023 | 10 bps |
| Apr 2023 | 10 bps |
| Jan 2023 | 10 bps |
| Oct 2022 | 10 bps |
| Jul 2022 | 7 bps |
| Apr 2022 | 10 bps |
| Jan 2022 | 9 bps |
| Oct 2021 | 8 bps |
| Jul 2021 | 8 bps |
| Apr 2021 | 6 bps |
| Jan 2021 | 4 bps |
| Oct 2020 | 4 bps |
| Jul 2020 | 4 bps |
| Apr 2020 | 3 bps |
| Jan 2020 | 4 bps |
| Oct 2019 | 3 bps |
| Jul 2019 | 3 bps |
| Apr 2019 | 3 bps |
| Jan 2019 | 3 bps |
| Oct 2018 | 2 bps |
| Jul 2018 | 3 bps |
| Apr 2018 | 3 bps |
| Jan 2018 | 3 bps |
| Oct 2017 | 1 bps |
| Jul 2017 | 0 bps |
Premium paid for options in the month divided by cash-market turnover, monthly since 2015. It measures option buying against ordinary share trading. SEBI tightened the rules for index derivatives in late 2024, so the history before and after is not strictly comparable.
Source: NSE business growth (equity cash 'cm' and equity derivatives 'fo' segments), via Data bank nse_business_growth_history
| Date | Option premium ÷ cash turnover |
|---|---|
| Sept 2026 | 0.45× |
| May 2026 | 0.47× |
| Jan 2026 | 0.56× |
| Sept 2025 | 0.50× |
| May 2025 | 0.54× |
| Jan 2025 | 0.56× |
| Sept 2024 | 0.51× |
| May 2024 | 0.60× |
| Jan 2024 | 0.67× |
| Sept 2023 | 0.72× |
| May 2023 | 0.95× |
| Jan 2023 | 1.16× |
| Sept 2022 | 0.90× |
| May 2022 | 0.75× |
| Jan 2022 | 0.56× |
| Sept 2021 | 0.38× |
| May 2021 | 0.25× |
| Jan 2021 | 0.23× |
| Sept 2020 | 0.19× |
| May 2020 | 0.16× |
| Jan 2020 | 0.15× |
| Sept 2019 | 0.16× |
| May 2019 | 0.12× |
| Jan 2019 | 0.12× |
| Sept 2018 | 0.12× |
| May 2018 | 0.09× |
| Jan 2018 | 0.08× |
| Sept 2017 | 0.08× |
| May 2017 | 0.07× |
| Jan 2017 | 0.09× |
| Sept 2016 | 0.08× |
| May 2016 | 0.10× |
| Jan 2016 | 0.11× |
| Sept 2015 | 0.12× |
| May 2015 | 0.09× |
Mainboard IPOs listed each month (columns) and the median first-day gain of the last three months' listings (below), on one time axis.
Source: NSE past issues list (issue price, issue dates) via Data bank nse_ipo_history; prices from NSE bhavcopy, adjusted for splits, bonuses, rights and demergers (compute/prices.py); benchmarks: Nifty 500, Nifty500 Equal Weight and Nifty Smallcap 250 price indices (niftyindices)
| Date | Value | Median listing gain |
|---|---|---|
| Oct 2026 | – | 15% |
| Jun 2026 | 3 | 7% |
| Feb 2026 | 3 | 1% |
| Oct 2025 | 15 | 4% |
| Jun 2025 | 5 | 3% |
| Feb 2025 | 4 | 27% |
| Oct 2024 | 7 | 27% |
| Jun 2024 | 4 | 27% |
| Feb 2024 | 9 | 12% |
| Oct 2023 | 6 | 16% |
| Jun 2023 | 1 | 11% |
| Feb 2023 | 0 | −6% |
| Oct 2022 | 2 | 41% |
| Jun 2022 | 2 | 5% |
| Feb 2022 | 2 | 10% |
| Oct 2021 | 2 | 7% |
| Jun 2021 | 4 | 22% |
| Feb 2021 | 5 | 45% |
| Oct 2020 | 5 | 19% |
| Jun 2020 | 0 | 0% |
| Feb 2020 | 0 | 51% |
| Oct 2019 | 2 | 17% |
| Jun 2019 | 0 | 15% |
| Feb 2019 | 2 | −3% |
| Oct 2018 | 2 | −9% |
| Jun 2018 | 0 | −1% |
| Feb 2018 | 2 | 9% |
| Oct 2017 | 6 | 12% |
| Jun 2017 | 3 | 3% |
| Feb 2017 | 1 | 33% |
| Oct 2016 | 2 | 17% |
| Jun 2016 | 0 | 13% |
| Feb 2016 | 3 | 0% |
NSE cash-market turnover over a year as a share of the market's value, monthly since 1999: how often shares change hands.
Source: NSE Business growth (historical) APIs for every segment, via Data bank nse_business_growth_history
| Date | Turnover ÷ market value |
|---|---|
| Sept 2026 | 61% |
| Dec 2025 | 50% |
| Mar 2025 | 60% |
| Jun 2024 | 88% |
| Sept 2023 | 66% |
| Dec 2022 | 47% |
| Mar 2022 | 63% |
| Jun 2021 | 77% |
| Sept 2020 | 91% |
| Dec 2019 | 53% |
| Mar 2019 | 61% |
| Jun 2018 | 49% |
| Sept 2017 | 55% |
| Dec 2016 | 37% |
| Mar 2016 | 48% |
| Jun 2015 | 38% |
| Sept 2014 | 47% |
| Dec 2013 | 40% |
| Mar 2013 | 45% |
| Jun 2012 | 40% |
| Sept 2011 | 48% |
| Dec 2010 | 47% |
| Mar 2010 | 57% |
| Jun 2009 | 124% |
| Sept 2008 | 80% |
| Dec 2007 | 74% |
| Mar 2007 | 59% |
| Jun 2006 | 65% |
| Sept 2005 | 82% |
| Dec 2004 | 80% |
| Mar 2004 | 106% |
| Jun 2003 | 108% |
| Sept 2002 | 97% |
| Dec 2001 | 130% |
| Mar 2001 | 109% |
| Jun 2000 | 159% |
| Sept 1999 | 97% |
Mainboard IPOs grouped by whether they listed in a hot month (by the IPO heat measure). A difference that size could be chance (p = 0.26): issues vary too much for the averages to say much.
Source: The IPO study (docs/research/ipo_spec.md).
| Value | ||
|---|---|---|
| Hot months | 3.1% | 221 issues |
| Other months | 10.3% | 157 issues |
Failed its pre-registered test
Mainboard IPOs listed in hot months returned 3.1% on average over their first year against 10.3% for the rest. A gap that size could be chance (p = 0.26, from 221 and 157 issues).
Not tested
Whether a large margin book has been followed by deeper falls is planned (evidence C5) but not yet run.
One measure moving a step would make the answer “Heavy”: options premium against cash turnover.
One measure moving a step would make the answer “Usual”: margin book as a share of market value.
the usual range: the middle half of all readingstodayEach line runs from the lowest reading ever to the highest.
How these answers are made: the dossier method. Historical research, not investment advice.