mechanics behind the “flash crash” presented by dennis dick, cfa
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Mechanics Behind the “FLASH CRASH”
Presented by Dennis Dick, CFA
May 6th Flash Crash
Contributing Factors:
Market FragmentationLack of Uniform Circuit BreakersLack of Displayed Liquidity
• due to discouragement of displayed liquidity providersDependence on High Frequency LiquidityNo Affirmative Obligations
NYSE LRP Circuit Breaker
NYSE Liquidity Replenishment Point (LRP)
The NYSE has a circuit breaker system called the LRPReason – to curb excessive volatilityEach stock has it’s own individual LRPTypically a few percentage points away from current priceLRP adjusts as price of stock movesAdjusts every few seconds
Examples
Examples of LRP’s
Ticker Last LRPBid LRPAsk C $4.05 $3.85 $4.25 Citigroup, LRP Bid is 20 cents below last, LRP Ask is 20 cents above last.
Ticker Last LRPBid LRPAsk GS $146.50 $144.50 $148.50
Ticker Last LRPBid LRPAsk F $13.00 $12.60 $13.40
Price rises/falls to LRP
LRP circuit breaker is reached:
Individual stock converts from an automated market to a manual auction market
Allows the designated market maker to step in and manually trade the order flow
Will manually re-open price of stock at price where supply meets demand (like a typical NYSE open at 9:30 ET).
Stock will then resume trading in automated market
LRPs and May 6th
How did the LRP system affect May 6th:
Trending down most of the dayAt 2:45 ET, selling pressure increased causing number of LRPs to be
reachedNYSE went to “slow market” on these stocksUnable to access NYSE liquidity during this timeSmart routers seek out best available liquidityOther ECNs are thinnerSmart routers swept out ECN limit books, in some cases down to as
little as 1 cent
PG sample of Trades on May 6th
Time & Sales Ticker: PG Date: May 6, 2010
Time Bid Size Ask Size Last Size14:43:00 61.23 7 61.24 3 61.23 214:44:00 60.86 7 60.87 3 60.86 414:45:00 59.60 1 59.73 1 59.61 1514:45:18 59.37 1 59.41 144 59.39 1 Reaching LRP14:46:00 57.26 15 57.36 2 57.26 714:46:30 54.62 1 55.51 12 55.00 314:46:35 52.80 2 53.99 3 53.00 1014:46:40 50.94 1 52.93 6 51.00 1 Trading at bid and ask rapidly14:46:55 50.00 4 51.00 1 50.00 114:47:00 47.63 3 48.96 2 47.63 314:47:04 46.01 119 49.01 2 46.01 7 46.01 size bid is taken out14:47:07 43.51 1 48.71 2 43.90 114:47:10 41.58 1 48.99 7 41.89 1 Trading at bid/ask back and
forth14:47:17 39.37 9 49.06 2 39.37 1 Low Print14:47:21 46.20 6 48.65 6 48.65 2 Bids coming in14:47:42 52.89 22 52.84 14 56.27 1084 NYSE re-opens14:48:08 57.95 7 60.00 2 59.04 114:50:59 62.00 3 62.19 2 62.09 1 Starting to trade normal again
ACN sample of Trades on May 6th
Time & Sales Ticker: ACN Date: May 6, 2010
Time Bid Size Ask Size Last Size14:45:01 40.19 4 40.21 1 40.31 414:46:02 39.89 2 39.90 6 39.73 214:46:31 39.66 2 39.40 1 39.68 2 crossed market14:47:41 38.00 99 39.04 2 38.00 4 size at 38 is taken out14:47:46 32.62 39 36.59 3 34.61 114:47:49 27.70 1 33.24 3 32.12 114:47:50 24.02 1 33.24 4 24.09 114:47:51 1.88 1 33.24 4 17.74 1 lowest trade not busted14:47:55 0.01 4 33.23 3 27.00 1 note- busted trades not
showing14:48:00 28.34 3 33.24 2 33.24 214:48:00 0.01 4 33.49 1 28.34 3 somebody bids, immediately
hit14:48:02 38.88 22 36.69 1 39.00 54 stock re-opens NYSE,
crossmkt14:48:03 39.01 3 39.02 10 39.01 4 stock starts to trade normally
IWF sample of Trades on May 6th
Ticker: IWF (Russell 1000 Growth Index fund) Date: May 6, 2010
Time & Sales
Time Bid Size Ask Size Last Size14:45:00 48.26 14 48.32 1 48.28 114:45:30 47.25 20 47.43 20 47.50 1014:46:00 41.48 3 44.28 3 42.14 114:46:08 35.28 2 42.64 4 36.58 114:46:15 27.56 1 34.98 2 27.56 114:46:17 18.58 1 32.53 4 21.58 114:46:19 0.58 1 20.89 8 3.58 114:46:35 0.10 984 18.24 11 0.10 2314:46:38 19.96 40 18.16 2 19.97 16 crossed market14:46:39 0.10 906 19.87 1 14.65 114:47:27 0.01 22 0.03 97 0.10 214:47:28 0.0001 10 19.97 4 0.0001 1 trading below a penny14:49:57 11.20 12 18.24 19 17.28 114:54:44 38.00 2 38.39 5 38.19 5
NYSE LRP to blame?
Who’s at fault?
Is NYSE at fault for going to a “slow” marketSome critics say Yes, but I disagreePG traded no lower that $56 on NYSENYSE busted zero trades, although some were busted on their
ARCA exchangeFault is that other exchanges didn’t have similar volatility control
systems in place
Uniform Circuit Breakers
SEC Solution: Uniform Circuit Breakers
Pilot program began in mid-June on uniform circuit breakers for S&P 500 stocks
Any stock moving more than 10%, in a five minute period, is halted for 5 minutes on ALL exchanges
Idea – give the affected security time to attract new trading interestBeen a few incidents when circuit breakers have been triggered.
- Citigroup (C) – June 29th, trades at 3.3174 for 8800 shares outside of current market of 3.79 – 3.80 and stock halts for 5 minutes
- Washington Post (WPO) – June 16th
WPO Trades on June 16th
Time & Sales Ticker: WPO Date: June 16, 2010
Time Last Size Time Last Size 15:07:30 452.35 3 15:07:30 453.67 115:07:30 452.79 1 15:07:30 453.67 115:07:30 452.77 1 15:07:30 455.12 215:07:30 452.52 3 15:07:30 455.14 215:07:30 452.79 1 15:07:30 456.91 115:07:30 453.50 1 15:07:30 457.76 115:07:30 452.77 1 15:07:30 457.99 215:07:30 453.68 1 15:07:30 458.72 115:07:30 453.50 1 15:07:30 457.99 515:07:30 453.52 1 15:07:30 456.91 115:07:30 453.69 1 15:07:30 462.84 115:07:30 453.67 1 15:07:30 919.18 415:07:30 454.43 1 15:07:30 919.18 215:07:30 454.51 1 15:07:30 462.85 115:07:30 454.51 1 15:07:30 459.11 115:07:30 455.12 1 15:07:30 929.18 1
Will uniform circuit breakers stop future flash crashes?
With the uniform circuit breakers in place, will future flash crashes be avoided?
It will help, but in a real impact event may just slow impending crashLRP system of NYSE and lack of similar circuit breakers on other
exchanges helps to explain problems with NYSE stocks, BUTDoes little to explain why Nasdaq listed issues fellEg. AAPL fell 50 points in a 15 min spanAll liquidity was accessible
Lack of Displayed Liquidity
Another Contributing Factor: Lack of Displayed Liquidity
Internalization practices where Tier 1 participants internalize uninformed flow and “sub-penny” displayed orders
Increases “toxicity” of public order flowDiscourages displayed market making activitiesPushes market makers to undisplayed venues, leaving us with less
liquidity in “Lit” markets
Broker-Dealer Internalization
What is Broker-dealer Internalization?
When a broker-dealer executes directly against it’s customers orders, or alternatively routes it’s customer’s order to an internalization pool where other market participants will execute against the order
- done off exchange – reported to a TRF – Trade Reporting Facility
Reasons:1. To avoid access fees.2. To receive payment for order flow, from internalizing participant.3. To jump the displayed order queue.
Informed vs Uninformed orders
Informed Orders Those orders on the right side of the market in the short-term, with
regards to the bid-ask spread and basic market making mechanics Internalizers typically do not trade against informed orders
Uninformed Orders Those orders on the wrong side of the market in the short-term, with
regards to the bid-ask spread and basic market making mechanics Internalizers typically execute against uninformed orders Most common type of uninformed order: the Market order
Profit by queue jumping
Consider the following example:
Ticker: C
Bid Size Ask Size4.18 30287 4.19 48298
An internalizer can take the opposite side of their customer’s market buy order and sell the stock at 4.19, jumping ahead of the 4.8M shares offered there.
Similarly, take opposite side of marketable sell orders and buy at 4.18 ahead of queue.
Sub-Pennying
Sub-pennying to improve 605 stats:
The SEC keeps track of price improvement stats in their rule 605 reports:
Internalizers will offer a few sub-pennies of price improvement to improve their 605 stats, and give them justification for jumping the queue (price improvement, and saving access fee).
Eg. Sell C at 4.1899 or buy at 4.1801 in front of displayed NBBO.
Toxic Order Flow on Exchanges
“Toxicity” of Public Order Flow
With the majority of uniformed orders being internalized, order flow on exchanges becomes more toxic.
Discourages displayed market makers Pushes displayed MMs to undisplayed centers Less displayed liquidity Less buyers to absorb selling pressure in market impact event
HFT Dominance of Public Exchanges
Additional Problem, HFT dominance of exchanges:
HFT enjoys specific advantages over other market participants:
1. Co-location – reduces latency2. Flash Orders – glimpse of incoming orders3. Queue jumping – using ISO orders, due to SIP slowness4. Participation in some internalization pools
Dependence on HFT Liquidity
HFT Dominance, and internalization practices have pressed out traditional displayed liquidity providers:
Leaving market with a dependence on HFT Liquidity.Problems:
NO Affirmative Obligations!!When going gets tough….they step away.
Summary
Summary of market structural problems:
1. Lack of Uniform Circuit Breakers2. Lack of Displayed Liquidity3. Lack of regulation on B/D Internalization4. HFT Dominance of Public Exchanges, and lack of competition5. Lack of Affirmative Obligations for current displayed market makers
All these factors led to “Flash Crash”.
Possible Solutions
Possible Solutions:
1) Uniform circuit breakers – Pilot is in place.2) Internalization regulation – Trade At Rule, or minimum amount of
price improvement3) HFT dominance – Level the Playing Field, re-attract traditional
market makers.4) Lack of affirmative obligations – need better than “stub” quotes
- more affirmative obligations for HFT and market making participants.