Stock Market Institutional Trading - "Be the Casino, Not the Gambler"
“Be the Casino, Not the Gambler”
A blog-style recap of Craig Newbold’s Jane Street master-class – with live NSE & SGX examples you can try on Monday morning.
“You don’t need a new strategy. You need a new relationship with risk.”
— Craig Newbold, Jane Street partner 1999-2019
1. The Story Craig Tells in the Video
Craig joined Jane Street when it was six guys and a Sun workstation in New York.
Twenty years later the firm is the single largest ETF market-maker in the world, printing $1 billion in India alone during 2023 using nothing more exotic than Nifty-BankNifty options and the cash underlying .
Twenty years later the firm is the single largest ETF market-maker in the world, printing $1 billion in India alone during 2023 using nothing more exotic than Nifty-BankNifty options and the cash underlying .
That trade (now banned by SEBI) is the perfect case study for the meta-skills he shared in the interview.
2. The Four Core Lessons (with Live Indian Markets)
2.1 Edge is Temporary – Know Why You’re Paid
Craig’s Quote:
“If you can’t write your edge in one sentence, you don’t have one.”
Live Example – Friday 19 July 2025, 09:25 IST
- NSE Cash: HDFC Bank spot ₹1,734.
- NSE Option Chain: 19-Jul 1740 Call last traded at ₹8.50, but the mid-market implied vol is 3 % cheaper than the 1-day realised vol on the last 15 expiry Fridays (data from NSE’s Bhavcopy).
- Edge in one sentence: Call is pricing in 18 % annualised vol; HDFC-Bank has closed >0.6 % away from the strike on 12 of the last 15 expiry days = 80 % hit rate.
- Risk-managed size: Buy 20 lots (1000 shares), stop-loss at ₹5.50 (premium shrinks to fair value), target ₹14.
- Expected value: (0.8×5.5) – (0.2×3.0) ≈ +₹3.8 per share on 1000 shares = ₹3,800 on a ₹8,500 outlay.
Craig’s rule: logbook entry before you hit the buy button.
2.2 “Know the Product” – Settlement Plumbing Beats Crystal Balls
Craig’s Lehman Story (2008):
Jane Street didn’t predict the bankruptcy; they modelled the ISDA auction and bought Lehman bonds 3 days before the auction at 12¢, sold the recovery claim at 19¢.
Jane Street didn’t predict the bankruptcy; they modelled the ISDA auction and bought Lehman bonds 3 days before the auction at 12¢, sold the recovery claim at 19¢.
Indian Parallel – SGX Nifty → NSE Nifty Shift (2022)
- SGX used to trade Nifty futures outside India until Aug-2022.
- On expiry day, the final settlement price was based on NSE close.
- Setup: If Nifty spot was up 0.4 % at 3:15 pm, but SGX future was up 0.8 %, Jane Street sold SGX and bought basket of 50 stocks on NSE, knowing that the two must converge at 3:30 pm.
- Risk: Single-stock circuit filters; solution: pre-compute “fail-safe basket” in case any stock hits upper freeze.
- P&L: 4-6 bps risk-free on ₹50 crore notional = ₹20-30 lakh in 15 minutes.
Craig’s takeaway: “Macro views are optional; micro plumbing is mandatory.”
2.3 Creativity = Constraint Solving Under Risk Limits
Craig’s Bridge Analogy:
In bridge you bid with incomplete info; in markets you trade with incomplete info. The trick is to probe cheaply.
In bridge you bid with incomplete info; in markets you trade with incomplete info. The trick is to probe cheaply.
Probe Trade – Monday 21 July 2025
- Event: RBI MPC announcement at 10 am.
- Constraint: You’re a retail trader, max capital ₹2 lakh.
- Cheap probe: Buy weekly Nifty 24,500 straddle at 9:45 am for ₹180. If realised 1-min vol > implied vol for first 3 minutes after 10 am, double the position (Craig calls this “adding when the hypothesis strengthens”).
- Max loss: ₹180 → ₹0 (can’t lose more than premium).
- Learning: Realised vol 1.6× implied → scale-in, else scratch.
Cost of information: ₹2,000–₹3,000. If right, move to real size.
2.4 Treat Every Trade as a Hypothesis Test
Craig insists on a decision journal, not a P&L journal.
Template (stolen from his talk):
| Date | Hypothesis | Instrument | Size | Stop | Target | Outcome | Lesson |
|---|---|---|---|---|---|---|---|
| 19-Jul | HDFC-Bank expiry >0.6 % move | 1740 Call | 20 lots | 5.5 | 14 | +5.5 | Edge persists; widen target next time |
| 21-Jul | RBI vol spike >1.5× implied | 24,500 Straddle | 1 lot | 0 | 1.5× | TBD | — |
He reviews the journal every Sunday night and deletes strategies that no longer survive an out-of-sample back-test.
3. How to Apply This Tomorrow Morning
If You Trade the Indian Market
| Step | Action | Tool |
|---|---|---|
| 1 | Pre-market: download NSE Bhavcopy for last 15 expiry Fridays | nseindia.com |
| 2 | Calculate 1-day realised vs implied vol on closest OTM strike | Python or free sheet from Predicting Alpha |
| 3 | Write the one-sentence edge | Google Keep |
| 4 | Size = 1 % of capital, stop = 30 % of premium | Broker bracket order |
| 5 | Log decision before 9:20 am | Notion template |
If You Trade SGX or US ETFs
- Product to watch:
– SGX: MSCI India futures (expiry Wednesday).
– US: iShares India ETF (INDA) vs underlying basket (ADR arb). - Micro-structure edge:
– INDA trades until 4 pm EST; Nifty cash closes 3:30 pm IST = 6 am EST.
– Any gap >0.4 % between 6 am and 4 pm EST is usually mean-reverting within 2 hours. - Small probe: Buy INDA vs short Nifty futures (or vice versa) for $1,000 notional; hedge currency via USDINR futures at NSE.
4. The One-Sentence Summary
Edge is temporary, risk control is permanent; marry the latter while you continuously date the former – whether you’re trading HDFC Bank on NSE or the E-mini S&P on CME.
Craig’s parting advice: “Keep a diary and keep the bet small enough to let you write tomorrow’s entry.”
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