• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Trendingnow

1

Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs

2

Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998

3

Economists have found an answer to slowing cognitive decline: Avoid retiring early, study finds

1

Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs

2

Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998

3

Economists have found an answer to slowing cognitive decline: Avoid retiring early, study finds
Apple

The invisible hand that pushed Apple up and down for six years

By
Philip Elmer-DeWitt
Philip Elmer-DeWitt
Down Arrow Button Icon
By
Philip Elmer-DeWitt
Philip Elmer-DeWitt
Down Arrow Button Icon
June 16, 2013, 6:10 PM ET
Add Fortune on Google for similar content.



Source: Nanex. Click to enlarge.

What if you could see the prices of the stocks you’re following only once a day, but other investors following the same stocks could see the prices as they changed?

That, in broad strokes, was the situation from 2007 (when the Securities Exchange Commission created a national market system) until last Monday, Dec. 9, when NASDAQ and the NYSE began reporting small trades of less than 100 shares to the “consolidated tape” — the stream of prices visible to the public.

That might seem like a minor change, and for most stocks it probably is. Although trade in so-called “odd lots” has increased five fold in the past 20 years, according to Reuters, it still only accounts for 5% of total U.S. equity volume.

But for a high-priced stock like Apple (AAPL), which was selling in lots of 100 for more than $56,000 Monday, odd lots are a very big deal. Most investors can’t afford to drop $56,000 in a single trade. According Nanex CEO Eric Hunsader, 45% of all trades in Apple are in lots of less than 100 shares, and therefore invisible to the public under the old regime.

Why does this matter? For one thing it means that for years, trading volume in Apple was being misreported — a situation that can lead to a stock being mis-priced. The system also advantaged one kind of trader over another.

A 2011 study out of Cornell University found that computer algorithms were using odd lot trades for what the researchers called “price discovery” — pinging the market with thousands of tiny orders designed to both disguise their intentions and to smoke out the big institutional orders than can push a stock up or down. For the past six years, high-frequency trading computers — wired directly to the stock exchanges — could see this information. The public — until last week — could not.

Some Apple investors believe this might explain a lot of the strange behavior they’ve observed in Apple since 2007 — when the launch of the iPhone coincided with the promulgation of the SEC’s Regulation NMS, which created the national electronic market system that high-frequency traders exploit. Apple’s share price has moved both ways — to extraordinary highs and confidence-shattering lows — at volumes much lower than theory would predict. Invisible odd lot trades could explain the discrepancy.

How will the new reporting regime affect the average Apple investor?

“Several things will happen,” says Nanex’s Hunsader, a critic of high-frequency trading. “First, games that used to rely on that asymmetric information will no longer work. That in itself is good, with no effort on the part of the investor. Second, it will allow retail applications to better detect the supply/demand picture, etc. By knowing where these odd-lot trades are executing for example.”

“Asymmetric information is always bad for the market,” Hunsader concludes, “because it drives away some participants from the market. The most resilient market is one with the widest diversity of participants.”
About the Author
By Philip Elmer-DeWitt
See full bioRight Arrow Button Icon
Add Fortune on Google for similar content.

Latest in

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in

‘Devin-kun’: Japan embraces agents as legacy code and a shrinking workforce create a perfect market for an AI software engineer 
AsiaAI agents
‘Devin-kun’: Japan embraces agents as legacy code and a shrinking workforce create a perfect market for an AI software engineer 
By Nicholas GordonJuly 3, 2026
1 hour ago
‘It’s just his AI and my AI going back and forth’: The workplace phenomenon that’s undermining human relationships
Future of WorkWorkforce
‘It’s just his AI and my AI going back and forth’: The workplace phenomenon that’s undermining human relationships
By Jacqueline MunisJuly 3, 2026
7 hours ago
Chad Hurley and Steven Chen wearing suits
SuccessWealth
YouTube’s founders split over $650 million when they sold to Google in 2006—had they held out, they could have taken a slice of $550 billion
By Preston ForeJuly 3, 2026
7 hours ago
Photo: Paris, france
Environmentclimate change
Brutal heatwave in France is killing 2,000 people per week, undertakers are overwhelmed, and health agency says there’s worse to come
By John Leicester and The Associated PressJuly 3, 2026
8 hours ago
ds
CommentarySoftware
I argued with the father of open source for 2 years. Now the AI fight is the same — only bigger
By David SiegelJuly 3, 2026
10 hours ago
ashok
Commentary250 Years of Innovation
The greatest startup in history: What we can learn from America’s founders at today’s AI frontier
By Ashok N. SrivastavaJuly 3, 2026
10 hours ago

Most Popular

Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs
Law
Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs
By Wyatte Grantham-Philips and The Associated PressJuly 2, 2026
1 day ago
Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998
AI
Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998
By Nick LichtenbergJuly 3, 2026
15 hours ago
Economists have found an answer to slowing cognitive decline: Avoid retiring early, study finds
Economy
Economists have found an answer to slowing cognitive decline: Avoid retiring early, study finds
By Sasha RogelbergJuly 2, 2026
1 day ago
On Wall Street, analysts increasingly don’t believe the U.S. government’s 'misleading' job numbers
Economy
On Wall Street, analysts increasingly don’t believe the U.S. government’s 'misleading' job numbers
By Jim EdwardsJuly 3, 2026
11 hours ago
Mark Zuckerberg feeds his cows macadamia nuts and beer to create the 'highest-quality beef in the world' on his $300 million estate in Hawaii
Success
Mark Zuckerberg feeds his cows macadamia nuts and beer to create the 'highest-quality beef in the world' on his $300 million estate in Hawaii
By Sasha RogelbergJuly 2, 2026
1 day ago
Current price of oil as of July 2, 2026
Personal Finance
Current price of oil as of July 2, 2026
By Joseph HostetlerJuly 2, 2026
1 day ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.