Quantopian

Quantopian
Industry Finance
Founded 2011
Headquarters Boston, Massachusetts
Key people
  • John Fawcett, CEO & cofounder
  • Jean Bredeche, CTO & cofounder
Number of employees
 20[1]
Website www.quantopian.com

Quantopian is a Boston-based company that aims to create a crowd-sourced hedge fund by letting freelance quantitative analysts develop, test, and use trading algorithms to buy and sell securities.[2][3][4]

History

Quantopian was founded in 2011 by John Fawcett and Jean Bredeche.[5][6] In 2012, it raised a seed round of $2 million from Spark Capital and Global Electronic Trading Company,[6] followed by a Series A round of $6.7 million in 2013 (led by Khosla Ventures and Spark Capital), and a Series B round of $15 million in 2014 (led by Wicklow Capital, Spark Capital, Khosla Ventures, and Bessemer Venture Partners).[7][8][9] As of September 2014, the company consisted of about 20 employees,[1] up from 12 in January 2014.[10] As of May 2014, the company had about 20,000 users,[11] up from about 10,000 in October 2013.[12]

Business model

The company has a two-sided market business model:

The first side consists of algorithm-developer members who develop and test for free, and trade for no charge (other than the associated brokerage commission and spread). These members can compete in a series of contests called the "Quantopian Open" (for virtual trades) and "Quantopian Managers Program" (for real money trades) that are used to pick winning algorithms from those that algorithm-developer members are running.[13][14] Anyone can join the site and (optionally) enter the contests: no particular educational qualification nor work experience are required.[15]

The second side is investor-members in a so-called crowd-sourced hedge fund. These members have their investments managed by the winning algorithms. Successful developer-members can get a royalty or commission from investor-members, who profit from the former's algorithm.[16] Board member Andrew Parker claims that Quantopian is aiming for modest number of users and a large average revenue per user (ARPU); more like Bloomberg than Facebook.[17]

Technology

Quantopian's web-based product is written in Python. Live trading is completed by coupling the trading algorithm's buy/sell orders to a brokerage account at Interactive Brokers.[16] Parts of the company's technology are available under an open source license, in particular their backtesting engine dubed "Zipline."[18][19] The uploaded algorithms of users remain the trade secrets of the individual (unless the person chooses to publish them). The company claims that its employees are forbidden from accessing the submitted algorithms (except in certain circumstances[20]) and that protection is ensured by "alignment of interests," meaning that all users would leave and the company collapse if that trust were ever violated.[21][16]:49m:50s The company does however reserve the right to review the performance and other outputs of user's algorithms.[20] Allowing users to run arbitrary code on its servers poses some unusual cyber-security challenges.[22]

Usage in study of corporate governance

In 2015, Quantopian's Director of Products, Karen Rubin, used the service in a study that showed that a hypothetical portfolio of investments in women-led companies would perform three times better than an investment in an index fund based on the S&P 500 over the same period.[23][24][25] Her study was inspired by a Credit Suisse’s Gender 3000 report,[26][27] specifically that "Companies with more than one woman on the board have returned a compound 3.7% a year over those that have none..." and yet paradoxically only "12.7% of boards had gender diversity."[28]

Usage as alternate platform for higher education

Writing for Wired magazine, Fawcett proposes that Quantopian be used as a MOOC-like platform for higher education.[15]

Awards

Quantopian was ranked #98 on Forbes' 2014 "List of America's Most Promising Companies."[29][10] Also in 2014, Mike Hogan of Barron's called it "Best site for quants."[30]

References

  1. ↑ 1.0 1.1 Dave Gerhardt (2014-09-28). "Tech In Boston #16 with Karen Rubin: The Early Days of Hubspot, Learning VC and Building for Quants". Tech In Boston. Retrieved 2015-03-21. Karen Rubin is Director of Product Management at Quantopian, a company that provides a platform for anyone to build, test, and execute trading algorithms.
  2. ↑ McLaughlin, Tim (2013-07-01). "For financial geeks, a do-it-yourself hedge fund site". Reuters. Retrieved 2015-03-23. The Boston-based firm...
  3. ↑ Tudball, Dan (2014-03-25). "Start Me Up!". Wilmott magazine. doi:10.1002/wilm.10304. Retrieved 2015-03-23.
  4. ↑ "Quantopian". angel.co. Retrieved 2015-03-23. Crowd-sourced hedge fund
  5. ↑ "Quantopian, Inc.: CEO and Executives". Businessweek. Retrieved 2015-03-21. John Fawcett: Co-Founder and Chief Executive Officer -- Jean Bredeche: Co-Founder and Chief Technology Officer
  6. ↑ 6.0 6.1 Cohan, Peter (2013-07-01). "Quantopian Wants To Turn Stock Trading Algorithmic". Forbes. Retrieved 2015-03-21. Quantopian ... lets people build, test, and execute trading algorithms
  7. ↑ Alden, William (2013-10-02). "Quantopian Raises $6.7 Million to Help Traders Make Algorithms". The New York Times : DealBook. Retrieved 2015-03-21. Quantopian ... announced on Wednesday that it had raised a financing round from Khosla Ventures and Spark Capital.
  8. ↑ Dennis Keohane (2014-10-08). "HubSpot goes public a week after Wayfair, raises $125 million". Boston Globe. Retrieved 2015-03-21. 'I think HubSpot could be a company that produces lots and lots of entrepreneurs—lot of people who might spin out and start their own thing,' Hower said. Already alums of HubSpot hold prominent roles as founders or executives at InsightSquared, Quantopian,...
  9. ↑ "Quantopian". Crunchbase. Retrieved 2015-03-21. $15M / Series B - Oct 16, 2014 - Investors: Wicklow Capital Spark Capital Khosla Ventures Bessemer Venture Partners
  10. ↑ 10.0 10.1 "America's Most Promising Companies". Forbes. Archived from the original on 2014-01-24. Retrieved 2015-03-22.
  11. ↑ Quantopian (2014-06-06). "Quantopian Has $100M in Algorithmic Investing Trading Volume in May, Opens Platform to All Investors". prnewswire.com (Press release). Retrieved 2015-03-22. Quantopian is built around a community of more than 20,000 members.
  12. ↑ Kolodny, Lora (2013-10-16). "Why VCs Will (and Won’t) Fund Niche Startups". Wall Street Journal. Retrieved 2015-03-21. And Quantopian Inc. also raised $8.8 million to bring a browser-based, algorithmic trading platform to “hundreds of thousands” of programmers in financial services. The company recently hit a 10,000-user mark.
  13. ↑ Quantopian (2015-03-21). "Grant Kiehne, Finance Industry Outsider, Awarded $100,000 to Manage by Quantopian". prnewswire.com (Press release). Retrieved 2015-03-21. Quantopian has awarded a $100,000 account to Grant Kiehne, the winner of the February edition of the Quantopian Open.
  14. ↑ "Quantopian Managers Program". Quantopian. Retrieved 2015-03-21. Only strategies with 6 months of real money live trading track record on the Quantopian platform will be considered. ... Don't have a funded Interactive Brokers account to begin live trading? You can submit your algorithm to the Quantopian Open, a paper-trading contest...
  15. ↑ 15.0 15.1 Fawcett, John (June 2013). "Hacking Your Education: The Next Generation of Students". Wired. Retrieved 2015-03-21. Our hope is that Quantopian can be another resource for smart people interested in quantitative finance, that aren’t necessarily taking the traditional quant path...
  16. ↑ 16.0 16.1 16.2 Natasha Baker (2015-02-20). "IACS Seminar: Quantopian". Institute for Applied Computational Science, School of Engineering and Applied Sciences, Harvard University. Retrieved 2015-03-21. Our platform is based entirely in Python...
  17. ↑ Cohan, Peter (4 October 2013). "Is Quantopian The Next Bloomberg?". Forbes. Retrieved 2015-03-21. For example, billion-plus users Facebook’s ARPU is about $2 and Bloomberg charges its 350,000 users on 120,000 terminals at least $16,000 per user.
  18. ↑ Quantopian at GitHub
  19. ↑ Quantopian. "Zipline". zipline.io. Retrieved 2015-03-22.
  20. ↑ 20.0 20.1 Quantopian. "Quantopian Terms Of Use". Retrieved 2015-03-23. Quantopian will not review, share, or otherwise make use of private Content except as specifically provided in our Privacy Policy or this Agreement. If in the course of providing technical support or other maintenance of the Services it becomes necessary for Quantopian to view your private Content, such viewing will be restricted to the very specific technical purpose. ...we may review the results of your backtests and live trading. We may review the performance and other "data exhaust" of your Content.
  21. ↑ jik (2012-11-06). "On Trust". Quantopian. Retrieved 2015-03-25.
  22. ↑ jik (2012-12-19). "Post mortem of 12/12/12 attack on Quantopian". Quantopian. Retrieved 2015-03-25.
  23. ↑ Kozlowska, Hanna; Antunes, Xana (2015-03-17). "Companies run by women perform better". Quartz. Retrieved 2015-03-22. [Rubin] was curious to figure out if you could correlate female leadership to superior stock performance
  24. ↑ Wechsler, Pat (2015-03-03). "Women-led companies perform three times better than the S&P 500". Fortune magazine. Retrieved 2015-03-22. 'It’s based on a buy-and-hold strategy aimed at looking at how well women CEOs have performed cumulatively,' says Karen Rubin, Quantopian’s product manager.
  25. ↑ Hickey, Walt (2015-03-18). "Significant Digits For Wednesday, March 18, 2015". FiveThirtyEight. Retrieved 2015-03-22. Karen Rubin analyzed the performance of Fortune 1000 companies...
  26. ↑ Rubin, Karen (2015-02-11). "Quantopian - Research: Investing in Women-led Fortune 1000 Companies". quantopian.com. Retrieved 2015-03-22. Credit Suisse’s Gender 3000 report looks at gender diversity...
  27. ↑ Rubin, Karen; Dunn, Dan (2015-03-18). "How Women are Conquering the S&P 500". QuantCon 2015. Retrieved 2015-03-22.
  28. ↑ Credit Suisse Research Institute (September 2014). "Credit Suisse Gender 3000: Women in Senior Management". Credit Suisse. Retrieved 2015-03-22.
  29. ↑ "Quantopian on the Forbes America's Most Promising Companies List". Forbes. January 2014. Retrieved 2015-03-21. Quantopian: Forbes Lists: #98: America's Most Promising Companies: (2014)
  30. ↑ Hogan, Mike (2014-07-04). "Best Sites for Quants". Barron's. Retrieved 2015-03-23.