Who Are the Biggest Market Makers?
Who are the biggest market makers? The firms that quote US stocks and options, and how to read your own broker's Rule 606 report to see who fills your orders.
Evergreen explainers of how US markets actually work, each concept taught with real, queryable market data.
Who are the biggest market makers? The firms that quote US stocks and options, and how to read your own broker's Rule 606 report to see who fills your orders.
Quote-driven vs order-driven markets, defined plainly, plus the hybrid reality of US equity trading and what depth each structure actually shows you.
Mini index options let smaller accounts trade S&P 500 and Nasdaq 100 exposure at a fraction of the size. XSP, NANOS, XND and MRUT, plus the liquidity catch.
How ADRs work, from the ratio that sets the US price to the depositary custody fee taken out of your dividend, with the payout data behind each step.
How a dividend reinvestment plan works: the three kinds of DRIP, why you buy at the pay date price, and the tax lot each reinvestment quietly creates.
A good faith violation happens when you buy with unsettled proceeds and sell before they settle. Here is the T+1 rule, worked examples, and the 90 day penalty.
Historical volatility measures what a stock already did; implied volatility is the market's forward guess. See both computed, side by side, with real data.
Preferred stock dividends are a stated rate on par value, with rules common shares never carry. Cumulative terms, arrears, stoppers and call risk, explained.
Early lockup release explained: the price conditions in IPO underwriting agreements, and the discretionary waivers underwriters can grant without one.
Your international fund's holdings stopped trading hours before its 4 p.m. NAV. See how fair value pricing adjusts those stale closes, with the data.
One YES plus one NO always pays $1 at settlement. Here is how event contract arbitrage works when the two books disagree, and what fees and collateral cost.
ETN vs ETF: one owns assets, the other is unsecured bank debt. See what happened to holders when issuers failed or called the notes, with the data.
How futures margin works: initial versus maintenance levels, SPAN scenario risk, the nightly variation margin cash move, and why intraday rates vanish.
Non-marginable securities carry a 100% cash requirement. Here is where that comes from, how Reg T and house rules differ, and how to check a current one.
Why a stock split's ex-date lands after the payable date, what a due bill is, who tracks it, and the full timeline from record date to first adjusted session.
MOC and MOO order cutoff times on NYSE and Nasdaq, plus the later deadline after which an on-close order can no longer be cancelled or reduced in size.
The vendor display rule in plain English: what SEC Rule 603(c) makes you show alongside a quote, and why the line between display and internal use is argued.
Market cap is price times a share count, but which one? Shares outstanding versus the weighted average count and float, and how to spot a stale vendor number.
Cost basis methods decide which shares you sell first: FIFO, LIFO, HIFO, and specific ID. See how each one changes the realized gain on the same sale.
Schedule 13D vs 13G explained: who must file at 5% beneficial ownership, the shortened 2023 deadlines, and why a 13G to 13D switch matters far more.
How event contracts settle: the dollar payout, full collateral, who resolves the outcome, and how a one cent fee shifts your breakeven at 90 cents.
A midpoint peg order floats at the middle of the national best bid and offer. See how half-cent price improvement works and when it is worth almost nothing.
Read any futures symbol on sight: root, month code, year digit. Worked examples for ESZ6, CLF27 and ZCK6, the full month table, and two traps to avoid.
What does real-time market data cost? The three layers of a live data bill, the exchange fees behind it, and why delayed and historical feeds stay cheap.
SQ day is the Nikkei 225 settlement price built from Friday morning opening prints. Here is when it lands each month and what happens to an open position.
Pin risk at options expiration: what happens when a stock closes right on your short strike, and why the option holder decides your Monday position.
What is Form N-PORT? The monthly SEC portfolio report that lists a fund's full holdings, derivatives, borrowings and liquidity buckets, line by line.
The US stock market started with the 1792 Buttonwood Agreement, signed by 24 brokers. Every date that follows, and how a call auction became 9:30 to 4:00.
A stop order becomes a market order and fills at any price. A stop-limit becomes a limit order and can miss the exit entirely. Five years of gap data show it.
How to read a Form 4 insider filing, from the Section 16 filer rules to what each transaction code means, with data from a full year of SEC filings.
Professional vs non-professional market data status decides your exchange fees. The occupational tests, self-certification, audits, and why OPRA differs.
Fully paid securities lending, explained: how a broker lends your shares to short sellers, who posts collateral, and why a dividend arrives as cash in lieu.
Dividends vs buybacks, measured the same way: how to compute buyback yield, total shareholder yield, the 1% excise tax, and why share count settles it.
The qualified dividend holding period is more than 60 days inside a 121-day window around the ex-dividend date. See the exact count, with worked dates.
Straddle vs strangle, compared on the four things most guides skip: break-even math, margin on the short side, probability of profit, and expected move.
SEC 30-day yield vs distribution yield: what each number measures, and why the same fund can advertise two very different figures on the same day.
How to calculate portfolio dividend yield: total annual income divided by market value, plus why averaging the yield column misleads and what fixes it.
A poor man's covered call swaps 100 shares for a deep in the money LEAPS call. See the capital math and the coverage rule that most guides leave out.
Can you sell on the ex-dividend date and keep the dividend? Yes, if you owned the shares at the open. Here is the record date and settlement chain behind it.
Is there a best time of day to sell a mutual fund? Forward pricing says no, and the exceptions, broker cutoffs and fair value pricing, are where money leaks.
What is time in force? Day, GTC, IOC and FOK decide how long your order stays live and what counts as a fill, plus the auction cutoffs that end it.
ETF creation and redemption is the primary market retail never sees. How authorized participants swap baskets for shares, and why that loop pins price to NAV.
Option rho measures how interest rate changes move option prices. See why it is nearly invisible on a 30 day call and material on a two year LEAPS.
Iron condor vs iron butterfly: the same four legs, one strike moved. Both break-evens worked out, plus the vega and fill costs each structure carries.
Credit spread vs debit spread: on the same strikes both verticals pay the same. See the payoff grid, the parity math, and the three things that really differ.
How to roll an option position: close the near contract, open a further one. See what the net credit hides in your break-even and your assignment risk.
Level 1 vs Level 2 vs Level 3 market data, explained with real quote panels: top of book, depth by price, order by order, and what retail feeds skip.
Anchored VWAP starts its running average at a bar you choose and never resets. See the formula in plain Python, and what moving the anchor does to the answer.
Why your options order isn't filling: exchange priority rules, pro-rata allocation, resting size that reprices, and net-price routing for spreads.
Rule 612, the sub-penny rule, bans quotes in fractions of a cent above $1.00. Here is why your fill still printed at four decimals, with real tape data.
Is a dividend safe? Learn the free cash flow coverage test: operating cash flow minus capex versus dividends paid, plus the filing checks that catch trouble.
Japanese IPO lockups often release on a price condition, commonly 1.5x the offer price, as well as a fixed date. Both triggers explained, with the filings.
Why do stocks halt? Limit up-limit down bands pause trading for five minutes when price runs past a rolling reference. Here is the machinery, with data.
A calendar spread sells the near dated option and buys the longer dated one at the same strike. See the term structure and greeks data that sits behind it.
How to establish the SpaceX lockup expiration date for SPCX from the primary filings, and what the standard 180 day convention actually counts from.
Return of capital is the gap between a covered call ETF's headline distribution rate and its dividend yield. Here is what each part does to your cost basis.
A payment in lieu of dividends arrives when your broker lends your shares out. Here is the full mechanic, and why the tax character differs from a dividend.
The full 2026 options expiration calendar: twelve monthly third Fridays, the four quarterly dates, and the holiday rule that can shift one to a Thursday.
How much margin does selling a naked option take? The Reg T minimum formula, both branches, worked in a short Python script and on real option chains.
IV rank vs IV percentile: both formulas, one worked example you can check by hand, and the case where the two numbers disagree sharply on the same ticker.
How to read an options symbol: decode the OSI root, expiry, call or put flag and eight-digit strike, plus adjusted roots, SPXW and why 00007500 is $7.50.
How stock settlement works under T+1: trade date versus settlement date, what clearing does in between, and why ex-dividend and record date now match.
FINRA margin debt statistics explained: the rule behind the filing, the third week release, the four to seven week lag, and how to read the history since 1997.
13F filings are due 45 days after each quarter ends. The four 2026 deadlines, the rolls that move them, and what the form never shows you about a portfolio.
H1 and H2 are the two halves of a reporting year. What the labels mean, how to read FY26 Q3, and why H1 2026 covers different calendar months by issuer.
Why are stock quotes delayed 15 minutes? How exchange data licensing sets the rule, and what a quarter hour of staleness actually costs on real prices.
How the put/call ratio is calculated: the volume and open interest formulas, why index readings run higher, and what counts as a normal reading in 2026.
Raw option deltas do not add up across tickers. Beta weighting rescales portfolio delta into equivalent SPY shares, worked through a small book by hand.
What does $10,000 in a mutual fund become in 5 years? The compounding math at six return rates, plus what a 0.05% and a 1.00% fee each cost in dollars.
How is mutual fund NAV calculated? The formula, the 4 p.m. ET strike, forward pricing, accrued expenses, and a full worked example you can reproduce yourself.
What is an iceberg order? How the displayed slice and hidden reserve work, why each refresh loses queue priority, and what the pattern looks like on the tape.
An ETF premium or discount to NAV measures the pricing mechanism more than the portfolio. Here is how the gap forms, and the checks that catch a false alarm.
The Sharpe ratio is average excess return divided by the standard deviation of excess returns. Get the formula right, then see where the number misleads.
A stock dividend adds shares and cuts the price to match. A cash dividend moves money out of the company. See what each does to yield and to cost basis.
How to calculate covered call returns: net debit, break even, static return and return if called, worked through one contract, plus the annualized catch.
Put-call parity is the fixed link between a call, a put, the stock, and cash. Worked on a real option chain, plus the implied dividend and borrow rate.
What time do options stop trading? Most stop at 4:00 p.m. ET, while broad index options keep printing until 4:15. See the exact last print, minute by minute.
A stock split takes effect on the ex-distribution date, usually the business day after the payable date. Here is the full timeline, with due bills explained.
A REIT payout ratio above 100% of earnings is normal. See how FFO and AFFO measure dividend affordability, and which warning signs actually matter.
Dividend withholding tax takes a cut at source, before US payouts reach a foreign account. See the 30% rate and what a valid W-8BEN treaty claim changes.
Maximum drawdown is the largest peak to trough fall in a value series. See what counts as a deep one, and why the climb back to a new high takes longer.
Implied volatility has no closed form solution. See how a solver backs it out of an option price by iteration, the Python that does it, and the traps.
The High-Low Index is the 10-day average of Record High Percent. See the formula worked in round numbers, plus the sample size trap on a quiet tape.
The CFTC releases the COT report every Friday at 3:30 pm ET, measured as of Tuesday's close. See the schedule, the three-day lag, and how to read it.
US market hours never change in New York: 9:30 to 16:00 ET all year. See what daylight saving does to the open in London, Frankfurt, Tokyo and Sydney.
A stock split adjusts your options automatically. See what happens to the strike price and the 100 share deliverable, and where the math gets strange.
If an option expires in the money by at least $0.01, the OCC exercises it automatically. See what the long and short sides owe, and what pin risk costs.
A company sets its own earnings date and confirms it in a press release and an 8-K filing. Here is where to look, and how far an estimated date can move.
Price return vs total return: the S&P 500 headline index leaves out dividends. See the compounding gap measured over 20 years and where each version is used.
What would make a public AI trading track record verifiable? The six receipts a reader can demand, and why one live quarter of results proves nothing.
Circuit breakers stop a trading bot before a bad session compounds. See how often a daily loss limit trips and what volatility scaling does to position size.
Mutual funds pay dividends monthly, quarterly or annually, and hand out capital gains once in December. See the calendar, the NAV drop and the tax trap.
An event contract settles at $1 or $0, so its price is a probability. See why Yes plus No costs more than $1, and how to strip the spread back out.
A lockup expiration date lives in the IPO prospectus, not on a calendar page. Where to find it, and why counting 180 days from the first trade gets it wrong.
Nikkei 225 options settle in cash against the SQ, an opening print from all 225 stocks. How the second Friday settlement works and what long premium costs.
DAX daily options expire every trading day on Eurex. See how European exercise, the 17:30 CET cash settlement and euro pricing differ from SPX 0DTE.
The highest dividend yield US stocks are mostly prices that fell. See the screen, the payout ratios beside each yield, and how often the payout gets cut.
Trailing dividend yield counts the last twelve months of payouts; forward yield annualizes the latest declared one. See why two screeners can disagree.
An open source quant trading book lays out the whole syllabus. See what each stage teaches, where most beginners stop, and which parts transfer to US stocks.
Mutual funds vs ETFs: one price a day at NAV against a live market price. See what really differs in pricing, spreads, capital gains, and share classes.
The S&P 500 dividend yield is cap weighted dividends over total market value, not an average of member yields. See the arithmetic and eleven years of readings.
Dividend yield is annual dividends per share divided by price. Work the formula on Coca-Cola, see trailing vs forward vs yield on cost, and when it misleads.
SCHD screens for dividends, VOO holds the whole S&P 500. See how far apart their yields sit, what the screen selects, and how the SEC yield differs.
FINRA retired the pattern day trader rule on June 4, 2026. See what the intraday margin level framework allows now, and what your broker may still enforce.
How risky is options trading? Risk depends on the structure: a long call caps loss at the debit paid, a naked short call has no upper bound. See the data.
Can you trade US stocks 24 hours a day? Almost. The four windows explained, with data on which hours the tape prints and how wide spreads get overnight.
Selling mutual funds at a loss: what cost basis really includes after years of reinvested distributions, and how the wash sale rule can disallow part of it.
Mutual fund settlement runs on a different clock than fund pricing. Walk a sale through both clocks, day by day, and see when the cash is really yours.
The dividend payout ratio is dividends divided by earnings. See both formulas, what counts as normal by sector, and why cash flow tells a steadier story.
There is no single good dividend yield. See where US payers actually cluster, and how sector norms and the 10-year Treasury reset the bar for income.
$1,000 a month in dividends is one division: $12,000 divided by yield. See the capital each yield level asks for, and what reaching for an 8% yield costs.
Paper trading proves your order mechanics and leaves psychology untested. See what simulator fills omit, how long to practice, and which metrics matter.
Max pain is the strike where option holders collect the least at expiry. See the calculation on a real SPY chain and how close settlement actually landed.
Trading US 0DTE options from Japan puts the opening bell at 22:30 JST. See the session on the Japanese clock, hourly volume, spreads and access mechanics.
Monthly dividend stocks pay twelve times a year. See why quarterly is the US standard, which structures pay monthly, and how the two yields compare.
High implied volatility is not good or bad by itself. See what an 80 percent IV reading means against the market, a stock's own range, and realized moves.
An option chain lists every strike and expiration for one stock. See what the bid, ask, volume, implied volatility and delta columns each measure.
The 8-4-3 rule says a monthly fund plan hits one milestone in 8 years, doubles it in 4 more and triples it in 3. See the arithmetic and what the data shows.
The VIX is a 30 day implied volatility reading priced from S&P 500 options. See what a level of 15 or 30 means in daily move terms, and what VIX products cost.
0DTE options strategies explained: credit spreads, iron condors and lottery calls, the gamma clock that governs them, and what the options tape shows.
The efficient market hypothesis says prices already carry known information. See its three forms, and the weak form measured on five years of US stock data.
A covered call and a cash-secured put at one strike share a payoff shape. See both priced on the same SPY chain, and where the two really differ.
The 3-5-7 rule caps risk at 3% per trade, 5% per underlying and 7% of the account. Where the folk rule came from, and how it holds up against the data.
US stock market hours run 9:30 a.m. to 4:00 p.m. New York time. See that session converted into major world time zones, plus the twice yearly clock shifts.
Covered call vs collar: the added put turns income into a floor. Both positions traced through one real SPY window in June 2026, valued side by side.
The wheel strategy sells a cash-secured put, takes assignment, then sells covered calls. We trace both legs through one real pair of SPY option contracts.
American options can be exercised on any trading day, European options only at expiration. How SPY and SPX differ, and when early exercise matters.
A free stock market data API with no key and no signup: seven curated JSON queries over US equities and options, cached at the edge and open to AI agents.
A free SQL API for stock market data: write real SQL against 22 years of US equities, dividends, and fundamentals. 100 queries a day, no credit card.
Volatility skew is why downside puts cost more than upside calls. We measured it on SPY strike by strike, then across every US option chain at once.
IV crush is the overnight collapse of option implied volatility after an event. We scanned six weeks of the US options tape and measured every big one.
SPY, QQQ and IWM list a new options expiration every trading day, and the index roots go deeper. See which tickers carry dailies and which only get Fridays.
FINRA publishes short interest twice a month, mid-month and month-end, about two weeks after each settlement date. See the live release cadence and lag.
The low-volatility anomaly says more risk does not reliably pay. We line up two years of realized volatility against the return each large-cap stock delivered.
How often do stocks split? A data study since 2016: reverse splits far outnumber the forward ones that grab headlines, hundreds of each every year.
The stocks with the highest days to cover from the latest FINRA short interest settlement, and why the raw top of the list is a liquidity artifact.
Triple witching 2026 falls on March 20, June 18, September 18 and December 18. See how market-wide dollar volume moved on the last witching session.
How ex-dividend dates affect options: why ordinary dividends don't move strikes, when to exercise a call early, and how a liquid option's greeks glide through.
Does a stock go up after a stock split? A data study of forward splits since 2016: the run-up comes before, and the median stock trailed the market afterward.
A special dividend is a one-time payout outside a company's regular schedule. Why Costco and National Beverage pay them, and what they mean for options.
How 3x leveraged ETFs like SOXL actually work, why they can beat or lag their multiple over time, and why inverse funds such as SOXS keep reverse-splitting.
Delta, gamma, theta, vega and rho, the five option greeks, demonstrated by tracing one real SPY call through its whole life against the stock.
Implied volatility is the future move an option's price implies. See IV across stocks, the term structure, the volatility skew, and a year of SPY's vol regime.
Vega measures an option's sensitivity to implied volatility. Watch IV spike on a real SPY call, see vega grow with time, and drive the earnings vol crush.
Theta measures an option's daily time decay. Watch it deepen on a real SPY call into expiry, see decay accelerate, and why it's the seller's income.
Gamma measures how fast an option's delta changes. See the at-the-money bell, why it spikes near expiry, and how it powers 0DTE and the gamma squeeze.
Option delta measures how much an option moves per $1 in the stock. Watch it track a real SPY call across the strike and see the moneyness S-curve.
The most shorted stocks by days to cover and by shares short, from the latest exchange-reported settlement. Liquid names only, refreshed as new prints land.
Is the US stock market open today? A computed open/closed status, today's calendar, every upcoming holiday, and what happens to orders placed while it's closed.
Unusual volume stocks this week, ranked: trailing-week turnover vs. each name's prior 40 sessions, with weekly returns, rarity context and persistence.
Mutual funds trade once a day, priced at the 4 pm ET NAV, no intraday prices, no limit orders. See when orders fill, the broker cutoff, and T+1 settlement.
0DTE options trade heaviest in the morning, not at the close: hourly volume, the calls-vs-puts clock, weekday shares and same-day spreads, all measured.
Average daily volume is a stock's typical shares traded per day. It is the denominator inside days to cover, relative volume, and every liquidity screen.
A lockup expiry is the day IPO insiders can finally sell, customarily 180 days after listing. Where to find the exact end date, and how five unlocks traded.
Where short interest data actually comes from: FINRA's twice-monthly settlement file and its daily short volume file. Schedules, contents, and failure modes.
The put-call ratio is puts traded divided by calls traded. See its real range on the full US options tape: by expiration, index vs equity, and against a decade.
DTE stands for days to expiration: calendar days, not trading days, until an option expires, and expiry day counts as zero. How to count it on a real chain.
See which stocks have upcoming ex-dividend dates this week and next: the biggest names, per-share payouts and pay dates, plus what the ex-day price drop does.
Triple witching is the quarterly session when index futures, index options and stock options expire together. Volume and volatility, measured on the real tape.
Most options stop trading at the 4:00 PM ET close on expiration Friday; weeklies expire Fridays, monthlies the third Friday, and SPY and QQQ expire daily.
Dividend yield is annual dividends per share divided by price. See the median payer's yield, what's normal by sector, and when a high yield is a trap.
A short squeeze is a rally that feeds on short sellers buying to close. GameStop's 2021 records, short interest, days to cover and price, tell it in numbers.
A gap up or gap down is the distance from the prior close to the 9:30 open, after 17.5 closed hours. SPY overnight gap size, Mondays widest, plus stop risk.
Days to cover, the short interest ratio, is shares short divided by daily volume: how many days the exit would take. Real settlement data shows what is high.
A stock split multiplies share count and divides price, value unchanged. Real split records show which ratios companies pick, and what prices did next.
A market order fills now at the best available price; a limit order caps your price but may not fill. Real quote data shows what each choice costs in dollars.
A monthly stock return depends on which two prices you pick, whether dividends count, and whether the series is split-adjusted. Each one measured on real data.
Options commissions may be zero, but the bid-ask spread is real. See the median cost to trade SPY, QQQ, IWM, GLD, and TSLA options, in basis points.
0DTE options expire the same day they trade, zero days to expiry. What DTE means, how traders build a 0DTE trade, and one real contract traced to the bell.
Why are spreads wider at the open? Tick-level quotes price the opening premium half hour by half hour, show how fast it fades, and what premarket really costs.
Commissions are zero, but every stock trade pays the bid-ask spread. See the real cost of trading stocks, measured in basis points across 12 household names.
The NBBO is the national best bid and offer, the one consolidated stock quote your broker must match or beat. See how fast it updates, from real tick data.
FINRA short interest is shares sold short and not yet bought back. See how it's reported twice monthly, settlement dates, days to cover and percent of float.
A 1-for-10 reverse stock split turns 10 shares into 1 at ten times the price, position value unchanged. Neutral arithmetic; the companies that use it are not.
What time does the stock market open and close? NYSE and Nasdaq regular hours run 9:30 a.m.–4 p.m. ET, plus premarket and after-hours; closed weekends.
Is the ex-dividend date the same as the record date? Since the T+1 switch in May 2024, yes, they fall on the same day for nearly every US dividend, measured.
A locked market quotes the bid equal to the ask; a crossed market quotes the bid above it. See why Reg NMS bans both and how often each hits the tape.
How big is the options quote feed? We count one full day of OPRA-scale NBBO updates in our warehouse and measure it against the entire stock quote tape.
What the opening auction is, how one 9:30 a.m. cross sets each stock's official opening price, and why the open can differ from the first trade of the day.
Dark pool trading matches stock orders with no displayed quotes. Every fill prints to the FINRA tape, the measured off-exchange share of five liquid stocks.
A stock's float is the shares free to trade, shares outstanding minus locked-up insider stock. See what counts as a low float and how thin floats trade.
What a block trade is, where the 10,000-share / $200,000 rule comes from, and how big prints reach the tape, dark pools, exchanges, on real block-trade data.
Volume counts contracts traded today; open interest counts contracts still outstanding. Both defined, plus one full day of the US options tape, measured.
RVOL (relative volume) is a stock's volume ÷ its 20-day average: above 1 is busier-than-usual trading. Plus intraday time-of-day RVOL and what counts as high.
The most common SEC filing is not the 10-K or the 10-Q. It is the insider Form 4. A data-backed guide to EDGAR's busiest forms, ranked, defined and explained.
Premarket runs 4-9:30 a.m. ET, after-hours 4-8 p.m. See what the tape shows: each session's volume share, how much wider spreads cost, and when news moves.
VWAP stands for volume-weighted average price. Definition: price times volume divided by total volume, reset daily. What it means on a real trading day.
What the closing auction is, why one 4 p.m. print sets the official close, and how market-on-close orders feed the day's biggest trade, on real tape data.
When is the stock market closed? Every upcoming NYSE & Nasdaq holiday and 1:00 p.m. early close for 2026–2027, from the live exchange calendar.
Short interest is measured twice a month and published on a lag. The FINRA cycle, the measured delay, what moves while a print is pending, and days to cover.
What the 2s10s spread is, how the Treasury yield curve works, and what past inversions looked like, with every chart built from auditable market data.
Learn what a bid-ask spread is, how to calculate it, and what it costs per trade, with real spreads measured from tick-level quote data on US stocks.
Short interest and daily short volume measure different things. See real per-ticker numbers, days-to-cover math, and the exact query behind every figure.
What market makers do and how they earn the bid-ask spread, with real tick data: measured spreads, quote updates per second, and the SQL behind every number.
The ex-dividend date decides who gets paid: buy before it and the dividend is yours, buy on it and it isn't. See the four key dates on real US timelines.