August 12, 2025

Jane Street: A Regulatory Challenge

On 3rd July, the Indian capital market regulator, the Securities and Exchange Board of India (SEBI), created a storm in the market by taking the most stringent action ever against a foreign trading firm: it barred one of the world’s largest quant trading firms, Jane Street, from accessing India’s securities market after an investigation found it made “unlawful gains”.

Rightfully declaring that, “the integrity of the market and the faith of millions of small investors and traders, can no longer be held hostage to the machinations of such an untrustworthy actor”, SEBI, under its interim order, also impounded $ 567 million (Rs 4843 crore) as alleged unlawful gain from New York-based Jane Street.

First things first: Jane Street operates in the Indian market through four group entities, of which two are based in India, while the other two are based in Hong Kong and Singapore. These two Asian units operated as investors registered with India. The interim order of the SEBI states that between January 2023 and March 2025, the four entities cumulatively made a profit of $5 billion by trading in equity options in India.  

Incidentally, the scale of operations of Jane Street came to light in 2024 when the firm sued a rival hedge fund, Millennium Management, accusing it of stealing its valuable in-house trading strategy.  The court proceedings revealed that this strategy was employed by Jane Street’s option trading in India, which generated $ 1 billion in profits for it in 2023.   It is, of course, a different matter that the case was eventually settled between the firms, but the terms of settlement were not disclosed. Intriguingly, much of the detail about the actual trading mechanics and proprietary methodology of Jane Street that gave a profit of $ 1 billion remained confidential within the court filings.

Nevertheless, the investigation carried out by SEBI did reveal Jane Street’s overall trading conduct and profit mechanics in India. As a group, Jane Street first aggressively bought significant quantities of banking stocks and futures in the morning trading session, temporarily pushing up the Bank Nifty index and simultaneously suppressing its put option prices. Then, it built large short positions – primarily put – in bank index options. These option positions were unusually larger than their stock and futures positions, which is not a genuine market-neutral index arbitrage. Later, shortly before the closure of the market, it aggressively sold large quantities of the same banking stocks and futures to exert downward pressure on the Bank Nifty index.

This “marking the close” strategy caused the Bank Nifty index to decline, making Jane Street’s previously acquired put options significantly more valuable. As put options are cash-settled at expiry, Jane Street’s profits were realized as the closing price was sharply lower than their put strike prices. And, the profits from these options vastly outweighed any losses sustained from selling the stocks at lower prices than bought them for in the morning. Interestingly, Jane Street managed to “work around” Indian regulations that prohibit foreign portfolio investors from undertaking intraday positions in the cash market by carrying out its day trading through its Indian-incorporated entities, such as JSI Investments Private Limited.   SEBI noted that Jane Street repeated this coordinated pattern of trading mechanism, especially on expiry days of options—a critical input for options settlement – and reaped huge profits. This ‘manipulative strategy’ continued uninterrupted till SEBI banned their operations in the Indian market.

Now the question is: How could Jane Street carry on with its market manipulation for this long?  The answer is: Slow regulatory response and inadequate surveillance mechanisms. Despite recurring large-scale trading patterns, particularly across multiple expiry cycles, regulators failed to flag these as potential red flags.  There was also a lack of effective inter-agency coordination: NSE closed its internal probe, accepting Jane Street’s formal assurances of compliance, even though patterns of aggressive “marking the close” trades were evident.   Even SEBI relied on these formal statements rather than adopting a proactive regulatory stance until as late as 2025. Structural flaws in the market, such as: lack of well-defined market share thresholds that would automatically trigger regulatory audit, reliance on end-of-day weighted average pricing for options settlement, and skewed and ill-liquid index composition created systemic vulnerabilities. Cumulatively, they allowed Jane Street to operate its manipulative trading unchecked for far too long and reap huge profits at the cost of gullible retail investors. 

That aside, SEBI has recently permitted Jane Street to resume trading in Indian stock markets after the firm deposited $567 million in an escrow account. Both NSE and BSE were, of course, asked to maintain close surveillance of its activities. At the same time, Jane Street, while asserting that their actions are within the legal framework, stated that they have deposited the amount “without prejudice to their rights and remedies which remain available to them in law and equity”.   That being the undertone of Jane Street, one has to wait for the final order of SEBI to know the future trajectory of India’s derivatives market.

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