[HN Gopher] Jane Street barred from Indian markets as regulator ...
       ___________________________________________________________________
        
       Jane Street barred from Indian markets as regulator freezes $566
       million
        
       Author : bwfan123
       Score  : 163 points
       Date   : 2025-07-06 14:03 UTC (8 hours ago)
        
 (HTM) web link (www.cnbc.com)
 (TXT) w3m dump (www.cnbc.com)
        
       | bwfan123 wrote:
       | I am shocked by the size of the retail index options traders.
       | They are selling put options naked without any underlying hedges
       | and getting fleeced as a result.
       | 
       | Two strategies are detailed with trades: 1) expiry day price
       | discrepancies between index options and underlying 2) expiry day
       | painting the close
        
         | steveBK123 wrote:
         | My understanding is that it is the closest to legal gambling
         | available in India and so the local market for gambling type
         | behavior inflates the Indian options volume.
        
         | maest wrote:
         | NIT: It's _marking_ the close. "Painting" has a different
         | meaning.
        
         | sokoloff wrote:
         | Selling naked puts doesn't seem particularly outrageous. About
         | half the time that I want to buy a position, I'll sell a series
         | of put options just OoM until I get assigned the shares I want,
         | collecting small premium along the way.
         | 
         | My "hedge" in this case is that I want to own the shares. (I'm
         | short vs where I want to be.)
        
           | Fade_Dance wrote:
           | Futures index option traders are not looking to get assigned
           | a basket of hundreds of stocks. They are cash settled, for
           | one, so all that gets assigned is a profit or loss.
        
       | monkeyelite wrote:
       | The alternative claim - that large traders do not make decisions
       | based on how their activity will move the market, is of course
       | absurd.
       | 
       | It's just political. Who is allowed to manipulate and who pays
       | their dues to be able to.
        
         | alephnerd wrote:
         | Not really.
         | 
         | In this case it was Millenium ratting out on Jane Street (edit
         | - other way around), but now the entire HFT (Edit: hedge funds.
         | Thanks for the callout avvt4avaw) industry is under extreme
         | scrutiny by SEBI as a result [0]
         | 
         | [0] -
         | https://www.sebi.gov.in/enforcement/orders/jul-2025/interim-...
        
           | steveBK123 wrote:
           | Yes as presented this behavior is clearly illegal. The next
           | interesting question is if such an obviously illegal strategy
           | was in use by JS, and they also produced the likes of SBF&co,
           | what other related manipulation activity are they partaking
           | in?
        
             | alephnerd wrote:
             | This behavior became common in the Indian market after the
             | newer HFTs (Edit: hedge funds. Thanks for the callout
             | avvt4avaw) in the Indian market like Millenium, Jane
             | Street, Citadel, and others setup shop, and explains a LOT
             | of the market weirdness that happened last year. DE Shaw
             | India has been a much smarter player in Indian equities.
             | 
             | Jane Street's kvetching about Millenium showed the
             | spotlight and now everyone will be getting the hammer ("iss
             | hamam mein sabh nange hain"). Jane Street was also dumb
             | enough to do this during the General Election, so now
             | Indian regulators have to do something. This plus the Adani
             | prosecution is a quick win to restore confidence in SEBI.
        
               | avvt4avaw wrote:
               | This is a very weird use of terminology. None of Jane
               | Street, Millennium or Citadel are High Frequency Traders
               | (HFTs). Jane Street is a prop trading firm who engages in
               | market making, but is not primarily known for HFT - they
               | are grey box (i.e. human-in-the-loop) which on the
               | spectrum of market making strategies, is pretty much the
               | opposite end from HFTs. Other firms in this bracket
               | include SIG and DRW.
               | 
               | Millennium and Citadel are both hedge funds, who do not
               | engage in market making at all. They are most similar to
               | other multi-strategy hedge funds like Balyasny or
               | Point72.
               | 
               | You may be thinking of Citadel Securities, who are a
               | market making firm and do engage in high frequency
               | trading. Other large and well known HFT firms include
               | Hudson River Trading, Tower Research, Jump Trading,
               | Virtu, IMC and Optiver.
        
           | anonu wrote:
           | Didn't Jane Street sue Millenium first? I think the lesson of
           | all this is - don't sue over your trading strategy secrets.
        
             | alephnerd wrote:
             | I think you might be right. It was such a juvenile and
             | petty squabble.
             | 
             | And on top of that - don't make such squabbles public
             | during a GENERAL ELECTION, thus forcing politicans to
             | cleanup shop.
             | 
             | Same thing happened to Adani Group, as their scandal hit
             | during the run up of the 2024 GE.
             | 
             | Now both Adani Group and the HFT industry are under severe
             | scrutiny due to the upcoming Bihar Elections, which is used
             | a sandbox to test messaging by the opposition and
             | incumbents in preparation of the next General Election and
             | other state elections.
        
           | monkeyelite wrote:
           | I'm speaking broader than that. It's impossible to move a lot
           | of money without secondary effects. Any pretense that does
           | not give you advantages is misleading.
        
             | landl0rd wrote:
             | Any pretense that does not give you disadvantages is
             | misleading. Small shops and retail don't have to worry
             | about e.g. slippage like the big guys do when taking
             | positions. Big shops can work out custom instruments
             | sometimes but on the other hand they also need them a lot
             | more, as trying to pick up adequate hedging in derivatives
             | mkts could wind up with yet more slippage. Etc.
        
               | TacticalCoder wrote:
               | Yup Jim Simons from the Renaissance hedge fund fame kept
               | saying that: there are a shitload of (legal btw)
               | strategies that do work with smallish amounts but they
               | stop working once you get big.
        
               | monkeyelite wrote:
               | Yes, and so it's a misnomer when we talk about whether a
               | big player is manipulating or not. They are.
        
       | walterbell wrote:
       | https://web.archive.org/web/20250519053752/https://www.bnnbl...
       | 
       |  _> Jane Street sued Millennium, Schadewald and Spottiswood in
       | April [2024], claiming the two traders had taken an "immensely
       | valuable" trading strategy with them. It later emerged at a court
       | hearing that the strategy involved India options and had
       | generated $1 billion in 2023 profits for Jane Street._
        
         | brcmthrowaway wrote:
         | This is interesting. Anyone know what they offered these
         | traders? Can't be more than Zucks 100mn offer!
        
         | lordnacho wrote:
         | I'm amazed they managed to move firms. Suppose you know how the
         | strategy works, and it's like what SEBI says.
         | 
         | 1) How do you approach mlp? They don't just give you an
         | account, they have risk officers, compliance officers, and
         | general strategy due diligence.
         | 
         | 2) If you manage to get past it, what then? Say mlp just asks
         | some superficial questions and sees the dollar signs. Are you
         | going to do the same thing? You have to think the compliance
         | people will complain, surely?
         | 
         | 3) So maybe the strategy they actually approached with was a
         | parasitical strategy? If you know which stocks will be bought
         | and sold by JS, maybe you do jump in first? Especially as
         | you'll know particulars like when it happens, which stocks are
         | selected, and how to spot them.
        
         | CPLX wrote:
         | As always in finance the secret ingredient is crime.
         | 
         | I wonder to what degree the lawsuit is what got this on the
         | radar of the Indian authorities. Maybe they should have
         | listened to Stringer Bell.
        
           | ldjkfkdsjnv wrote:
           | I know someone that made 10 million a year for a long time on
           | wall street. They said, generally you can assume anyone
           | making a large amount of money is a criminal. Any large
           | deviations from the typical returns you would see in an asset
           | class was suspicious
        
       | balderdash wrote:
       | Having formerly worked for an NYSE Specialist firm the role of
       | market making is incredibly important, but many large-scale HFTs
       | today operate in ways that either stretch the legal boundaries or
       | exploit regulatory gaps. Many practices arguably amount to market
       | manipulation in spirit, even if technically legal. Candidly, the
       | regulators are either too lazy, stupid, ill equipped or
       | uninterested to do anything about it.
        
         | zeroCalories wrote:
         | Does it really matter? I've done nothing but buy and hold at
         | reasonable prices, and market manipulation has never affected
         | my trades. This seems like finance bros fucking finance bros,
         | which is solidly in the "who cares" category of my life.
        
           | ycombinatrix wrote:
           | Our 401k & pensions are managed by "finance bros"
        
             | sokoloff wrote:
             | I hope mine is not managed by someone dumb enough to keep
             | handing money over to Jane Street on such a simple scheme.
             | If they are that dumb, I need to move my money way more
             | than I need Jane Street punished.
        
               | ycombinatrix wrote:
               | Good luck moving "your" money out of a shared pension
               | plan.
        
               | sokoloff wrote:
               | For a defined benefit plan, I don't need to care. For
               | defined contribution plan, I care (but can usually choose
               | investments). I personally only have 401k, IRA, and
               | after-tax investments, no pension.
        
             | zeroCalories wrote:
             | My 401k is a well diversified portfolio of stocks and
             | bonds, not a HFT or options trading playground.
        
           | Fade_Dance wrote:
           | Trades on this scale move the big indexes, and everybody in
           | the market is exposed to the passive investing ETF complex.
           | 
           | Even if you are purely a stock picking buy and hold value
           | investor, you will feel the reverberations. The modern market
           | is deeply interconnected, and what Jane Street is doing here
           | is literally moving the entire index volatility complex to
           | pick up a modest billion a year. Let's say your small cap
           | value stock issues some converts. A hair of that trading
           | strategy will be embedded in the pricing model for the
           | converts, and it will slightly change the cost of the debt
           | for the company. Once you get out to 3rd 4th 5th order
           | effects, it becomes a very faint influence, but when you
           | consider that some of these market making/HFT trading
           | practices at the core of the market are so deeply interlinked
           | to just about everything that prints a price on a screen, it
           | should be apparent that there is value in keeping the core
           | areas of the market like the index volatility complex as
           | clean as possible. Now weather Jane street's trading is just
           | Irving price differences and improving the efficient market,
           | or market manipulation, well that's another question, but the
           | general rule of thumb is if you're using gigantic size to
           | force bids and asks around, that's at high risk of being
           | considered market manipulation that is toxic to market
           | function.
        
         | anonu wrote:
         | That's sort of the very definition of arbitrage in today's
         | modern markets - its not just the text book definition of
         | "borrow money at a low interest rate and invest at a higher
         | interest rate": there's latency arbs, regulatory arbs,
         | microstructure arbs... They belong to the firms who can
         | research and benefit from them before others figure it out.
        
         | state_less wrote:
         | Who makes the markets in India? Is it the big Indian banks, or
         | do these multinational trading firms act as market makers? If
         | so, how do they distinguish between their trading and market
         | making activities? It seems like it'd be relatively easy to rig
         | a market (control the price) with enough capital and management
         | over the trading.
        
         | sheepscreek wrote:
         | SEBI's bold move, at the expense of appearing unfriendly to
         | foreign institutions, is commendable. I really hope that the
         | SEC will wake up from its slumber and start investigating the
         | tactics used by Citadel and its kind.
        
         | gruez wrote:
         | >but many large-scale HFTs today operate in ways that either
         | stretch the legal boundaries or exploit regulatory gaps. Many
         | practices arguably amount to market manipulation in spirit,
         | even if technically legal.
         | 
         | Can you expand on this?
        
         | thinkingtoilet wrote:
         | >the regulators are either too lazy, stupid, ill equipped or
         | uninterested to do anything about it.
         | 
         | Or it's their friends doing it and they're not uninterested,
         | they're very interested in ensuring it continues.
        
       | throwaway314155 wrote:
       | News that portrays Jane Street in a negative light on HN? This
       | should be good.
        
       | landl0rd wrote:
       | Extremely funny that Jane Street's "elite strategy" leaked and
       | it's just banging the close lol
        
         | dmix wrote:
         | They probably run every sort of strategy available in various
         | markets. The indian one they probably played a much riskier
         | hand thinking they could get away with it.
        
         | pclmulqdq wrote:
         | Tower got caught doing the same thing about 10 years ago.
         | Apparently the strategy was literally called "the hammer" or
         | something that was far too on-the-nose, but it was exploiting
         | other strategies at the firm that bought a ton in the morning
         | and hammered the close - "the hammer" made that leg profitable.
         | 
         | I assume Jane Street's version of this may have been
         | unintentional: get your big position to do a bunch of intraday
         | trading without worrying about being too short, then exit at
         | the end of the day. This can work because markets tend to go up
         | or stay flat intraday, meaning you get to use typical
         | strategies in a jurisdiction that doesn't like when you go
         | short via superposition. Then along the way, someone figured
         | out this options trade and didn't realize their own behavior
         | was influencing the price of the option (oops, I guess it
         | wasn't superposition all along).
        
           | alpark3 wrote:
           | You're thinking of Optiver's The Hammer, though every HFT
           | firm has basically done or is doing something like this. [1]
           | 
           | Jane Street's version of this was absolutely intentional.
           | 
           | [1] https://www.reuters.com/article/business/high-frequency-
           | trad...
        
       | cs702 wrote:
       | According to Indian regulators, every trading day Jane Street
       | would:
       | 
       | 1) buy _large_ volumes of stocks and /or stock futures that are
       | part of an index tracking India's banking sector, early in the
       | day,
       | 
       | 2) subsequently place _large_ options trades, betting that the
       | index would decline or volatility would spike later in the day,
       | and
       | 
       | 3) later in the day, cash out of the _large_ long positions,
       | dragging the index lower, making far more money on the options
       | trades than on the long positions.
       | 
       | Jane Street can and likely will claim the firm was only
       | arbitraging away pricing inefficiencies, nothing more, nothing
       | less. It was just business as usual, etc., etc.
       | 
       | However, given the scale of the operation, Jane Street's actions
       | sure look like textbook market manipulation. Calling it like I
       | see it.
        
         | stefan_ wrote:
         | Hardly a sophisticated high tech HFT operation. Totally illegal
         | of course, except in places that maybe don't have the
         | regulatory rigeur.
        
           | cs702 wrote:
           | Hardly a sophisticated strategy, indeed, but Jane Street was
           | earning like $1B/year of profit on it, according to
           | https://news.ycombinator.com/item?id=44483691
        
             | whatever1 wrote:
             | Someone has to pay for the OCAML maintenance
        
               | ldjkfkdsjnv wrote:
               | all that OCAML we only hire the smartest is often a veil
               | for what is really a simpler operation that is borderline
               | illegal. probably alot of employees dont even really
               | understand the systems they work on
        
         | naveen99 wrote:
         | Ok, but what moron was selling them the puts , and not seeing
         | the pattern after a couple of days of this ? Sebi logic seems
         | questionable.
        
           | lopatin wrote:
           | Presumably retail options traders and less sophisticated
           | firms
        
             | naveen99 wrote:
             | Yeah, I think volatility in the indian market was way too
             | low, and Jane street just juiced it. normally that would be
             | a losing proposition, but too many existing players were
             | short volatility habitually... answer is not to kick Jane
             | street out, but to enjoy the taxes Jane street pays on the
             | gains...
        
               | lumost wrote:
               | Low volatility is good for everyone engaged in long term
               | asset management. Jane Street just found a way to make
               | everyone else less money while making a small amount for
               | themselves.
        
               | MichaelZuo wrote:
               | > Low volatility is good for everyone engaged in long
               | term asset management.
               | 
               | According to who?
               | 
               | There are plenty of pension funds nowdays that have
               | people specialized in picking up mid sized companies
               | after big drops.
        
               | mrcode007 wrote:
               | it's a known effect. Without going into details here, you
               | can calculate first crossing time of a barrier in a
               | stochastic process and observe that often the first
               | crossing time decreases as the volatility increases. From
               | there you can set one barrier at 0 (default) and draw
               | your own conclusion.
        
           | steveBK123 wrote:
           | Retail
        
           | msgodel wrote:
           | Yeah that seems like it should push the premium higher. Even
           | if it's some institution with very bad quantitative models
           | eventually the careless put writers should run out of
           | shares/capital to secure the puts with and get liquidated.
        
           | pclmulqdq wrote:
           | I assume the moron in question was using Black-Scholes or
           | some similar formula to price those options, and refused to
           | update their prior when they lost money day after day. This
           | happens quite a bit in derivatives markets.
        
             | isatty wrote:
             | But why would they refuse to? They're there to make money
             | too, after all.
        
         | Horffupolde wrote:
         | So why can't other players detect this behavior and trade with
         | JS, removing their edge?
        
           | cwmoore wrote:
           | Point taken, but maybe gov's a player too?
        
           | steveBK123 wrote:
           | The other firms compliance departments
        
             | Horffupolde wrote:
             | The other firms are not manipulating the market. They are
             | just riding along the manipulator.
        
               | anticensor wrote:
               | It is a crime to assist a crime.
        
               | Horffupolde wrote:
               | You are not assisting. If anything you are making it less
               | profitable.
        
           | posnet wrote:
           | Most exchanges do not reveal counter-party information
           | smaller than the broker level. So you wouldn't know just from
           | looking at market activity the same person causing the large
           | futures move was also taking large options positions.
        
             | londons_explore wrote:
             | Doesn't matter - see a pattern, exploit it - and in doing
             | so, make profit yourself whilst reducing the pattern.
        
         | Den_VR wrote:
         | Maybe, but given the reputation of Indian regulators I'm
         | skeptical Jane Street's only sin was the alleged market
         | manipulation.
         | 
         | People may recall the matter involving Adani Group.
         | https://hindenburgresearch.com/adani-update-sebi/
        
           | dyauspitr wrote:
           | Seems presumptive to slander an entire nations regulatory
           | group on a single/couple of examples. By that metric the
           | regulatory group in the US is completely bought out since
           | they let 2008 happen.
        
             | sealeck wrote:
             | There's a difference between "letting" something happen and
             | actively doing something - it shows very different
             | intentions. The events of 2008 were also caused by a
             | cascading system failure involving lots of different
             | components, which are hard for a single human to fully
             | understand. The actions of the Indian regulator in the
             | Adani case are much simpler, and their motivation is
             | straightforward.
        
               | dyauspitr wrote:
               | One rotten regulator doesn't mean you get to view the
               | entire Indian regulatory environment as unreliable
               | though. It's the 4th/5th largest financial market in the
               | world.
        
               | Den_VR wrote:
               | Is SEBI not the key regulator in this area?
               | 
               | To say it plainly, SEBI has been exposed for their
               | selective enforcement on high-profile entities. If Jane
               | Street's in trouble with SEBI then it's only because they
               | failed to secure the same privileges as Adani, or Karvy,
               | or Ramkrishna, or Sapre, or Kamath.
        
             | Den_VR wrote:
             | Slander? Now there's a strong word.
             | 
             | Examples of the 2023-2025 activities of the Indian
             | securities regulator SEBI seem pretty relevant to current
             | news involving SEBI here in 2025. Which is the topic of
             | discussion. Whatever US regulators were doing in 2008 has
             | nothing to do with this.
        
             | CPLX wrote:
             | > By that metric the regulatory group in the US is
             | completely bought out since they let 2008 happen.
             | 
             | Not sure that makes the point you think it makes.
        
         | conditionnumber wrote:
         | Don't know about Jane Street, but that sounds like a general
         | problem.
         | 
         | If options & futures are more liquid than the underlying,
         | someone will be tempted to nudge the underlying.
         | 
         | Bond ETFs and their options chains seem like another locale
         | where this could happen.
        
           | ivape wrote:
           | I have a suspicion this has been happening with a particular
           | MAG7 stock these last few months, but I can't fully convince
           | myself such a large stock can be manipulated like that.
        
       | wfleming wrote:
       | I look forward to the Matt Levine's section on this in tomorrow's
       | Money Stuff.
        
       | miohtama wrote:
       | On Indian options markets
       | 
       | > India retail investors make up 35% of options trades.
       | Institutions, seeking to hedge their risk or profit for their
       | companies' accounts, handle the rest. Regulators are alarmed that
       | regular folk are bypassing the tried-and-true way to build
       | wealth: buying and holding stocks and mutual funds.
       | 
       | > Instead they're engaging in pure speculation. The average time
       | an Indian trader holds an option is less than Instead they're
       | engaging in pure speculation. The average time an Indian trader
       | holds an option is less than 30 minutes, according to data from
       | mutual fund provider Axis Asset Management Co. "If you want to
       | gamble, if you need diabetes and high blood pressure, then go
       | into this market," Ashwani Bhatia, a board member on the nation's
       | top stock market regulator, said last year.
       | 
       | https://economictimes.indiatimes.com/markets/options/indias-...
        
       | thedailymail wrote:
       | >While these actions were not a breach of any regulation, SEBI
       | said that the "intensity and sheer scale" of their intervention,
       | and the rapid reversal of their trades "without any plausible
       | economic rationale, other than the concurrent activity in and
       | impact on their positions in the BANKNIFTY index options
       | markets," was manipulative.
       | 
       | I don't get the basis for regulatory action if they weren't in
       | "breach of any regulation." Not a fan of financial skullduggery,
       | but it does seem important for government agencies to play by
       | explicit, non-arbitrary rules. (Or maybe this article just got it
       | wrong?)
        
         | markasoftware wrote:
         | "market manipulation" in general is hard to define. The working
         | definition in the US is something along the lines of "placing
         | orders in the hopes that the price of the security will change
         | in response to those orders existing, with no intention of
         | actually executing the orders". There may be some specific
         | regulations about specific types of market manipulation that
         | are more clearly defined, but oftentimes not. There's lots of
         | grey area, because the definition of market manipulation makes
         | it seem like any order that's canceled instead of executed
         | might be market manipulation. But in fact a majority of orders
         | do get canceled before they trade!
         | 
         | So the real difference between market manipulation and a
         | canceled order is just intention, so regulators have to make
         | judgment calls sometimes.
        
         | Tadpole9181 wrote:
         | Honestly, there's a good case to be made that it doesn't
         | matter. A government has every right to say "don't manipulate
         | our market and try to fuck our economy" and not need to specify
         | every tiny little loophole, especially to foreign companies.
         | The fact that they must be reactive means they are always
         | behind, and guarantees their country will be screwed and untold
         | damage done before the problem can be addressed.
         | 
         | There is absolutely zero illusion that Jane Street is acting in
         | good faith. They _know_ what they 're doing is wrong.
         | 
         | After all the manipulation, all the crashes, all the
         | exploitation - maybe it _is_ appropriate to just say  "I don't
         | care if we wrote it down, we've had enough of this shit".
        
       | Zacharias030 wrote:
       | What is ,,market manipulation" actually vs non-manipulative
       | buying and selling to make a profit?
        
         | Fade_Dance wrote:
         | Take the example of spoofing. A trader puts in a 10mm order on
         | the bid in futures, and then pulls it once price gets near him.
         | He then develops an automated trading strategy that capitalizes
         | on the volatility spike in the options market when this bid
         | hits the tape.
         | 
         | This example has two common characteristics of market
         | manipulation - using size to push markets in a direction for
         | personal benefit, and putting the bid in with sole _intent_ to
         | push the market, as in there was never any desire to see the
         | order actually get filled.
         | 
         | If Jane Street was selling options that were _only_ profitable
         | within the context of a strategy that involved pushing massive
         | size into the market near market close and forcing price down,
         | that is likely categorized as manipulation. On the other hand,
         | if they were moving inventory and in the _process_ moved price,
         | and they tweak their trading strategies to further profit from
         | this, that 's a more arguable position.
        
         | ysofunny wrote:
         | > What is ,,market manipulation" actually vs non-manipulative
         | buying and selling to make a profit?
         | 
         | directly proportional to the distance from the
         | courts/judges/regulators
        
         | markasoftware wrote:
         | market manipulation is when you place/cancel an order with the
         | intention that the market will react to you in a specific way,
         | with no intention of that order actually executing.
        
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