# composer.trade

> AI-optimized mirror of composer.trade containing 50 pages totalling 44,545 words of clean markdown content, structured data, and semantic HTML. Original source: https://composer.trade. Last updated: 2026-08-08T08:46:04.825Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Homepage

- [Composer by SoFi – Trading. Built Better.](/content/site-root.html): Meet Composer by SoFi, the automated trading platform and investment app. Build trading algorithms with AI, backtest them, then execute—all in one platform. No coding skills required. (598 words)

## Articles & Blog Posts

- [Trading As A Business – Composer](/content/learn/trading-as-a-business/index.html): The investment app that helps you achieve superior returns with logic and data. Trading. Built better. (99 words)
- [Algorithmic Trading – Composer](/content/learn/algorithmic-trading/index.html): The investment app that helps you achieve superior returns with logic and data. Trading. Built better. (81 words)
- [Starter Guide 101 – Composer](/content/learn/starter-guide-101/index.html): The investment app that helps you achieve superior returns with logic and data. Trading. Built better. (194 words)
- [Brochure – Composer](/content/brochure/index.html): The investment app that helps you achieve superior returns with logic and data. Trading. Built better. (2,600 words)
- [zoop's Trend Follower – Composer](/content/trading-strategies/zoops-trend-follower-m7gk07fulmisda1fflat/index.html): The investment app that helps you achieve superior returns with logic and data. Trading. Built better. (540 words)
- [The Golden Ratio FTLT ratios (153/34% MDD) Since 2011 – Composer](/content/trading-strategies/the-golden-ratio-ftlt-ratios-15334-mdd-since-2011-ezwjbqaz7jysbbglg89k.html): The investment app that helps you achieve superior returns with logic and data. Trading. Built better. (610 words)
- [v1.5 Adaptive All Weather Portfolio – Composer](/content/trading-strategies/v15-adaptive-all-weather-portfolio-0liust7cqifgvmcaqc0l.html): Ray Dalio's All Weather Portfolio is a great design that intends to maintain exposure to various asset classes to profit in any economic environment. A significant flaw, however, is that it is not capable of handling a rising rates environment, due to the heavy bonds exposure. This symphony is an attempt to maintain the "profit in any environment" nature of the AWP and deploys leverage and shorting to beat the S&P 500 over a long enough time horizon. As a bonus, this strategy is entirely K-1 free. This symphony uses components from other symphonies or contributions by HinnomTX, Deez, Garen Phillips, and BrianE. (670 words)
- [Corp Bond Compares 5/31/2018 – Composer](/content/trading-strategies/corp-bond-compares-5312018-snhh6lrzly5gef35qbea/index.html): The investment app that helps you achieve superior returns with logic and data. Trading. Built better. (598 words)
- [The Golden Ratio FTLT ratios – Composer](/content/trading-strategies/the-golden-ratio-ftlt-ratios-ztz8pvcii8qfsmkfj11o/index.html): The investment app that helps you achieve superior returns with logic and data. Trading. Built better. (643 words)
- [Sandy's Modified AAW (logic changeup) v2 + v4 Pops + Pure BS Catcher – Composer](/content/trading-strategies/sandys-modified-aaw-logic-changeup-v2-v4-pops-pure-bs-catcher-wyks92nlnecewyhczwst.html): Ray Dalio's All Weather Portfolio is a great design that intends to maintain exposure to various asset classes to profit in any economic environment. A significant flaw, however, is that it is not capable of handling a rising rates environment, due to the heavy bonds exposure. This symphony is an attempt to maintain the "profit in any environment" nature of the AWP and deploys leverage and shorting to beat the S&P 500 over a long enough time horizon. As a bonus, this strategy is entirely K-1 free. This symphony uses components from the Commander BND strategy by HinnomTX, Beta Baller v1 by Deez, and the volatility switch developed by Garen Phillips. (644 words)
- [TQQQ or not Ultimate Collection – Composer](/content/trading-strategies/tqqq-or-not-ultimate-collection-dcwr30fmjwv3c9e1kapg.html): The investment app that helps you achieve superior returns with logic and data. Trading. Built better. (591 words)
- [Simons KMLM | SPYU instead of Technology (fixed version) – Composer](/content/trading-strategies/simons-kmlm-spyu-instead-of-technology-fixed-version-hrkb85aghdhjy7o5yw2v.html): The investment app that helps you achieve superior returns with logic and data. Trading. Built better. (565 words)
- [Portfolio: V4 | Cautious Fund Surfing | 3x with V1.1 | Bear BUYDIPS, Bull HFEAR | No K-1 | BIL – Composer](/content/trading-strategies/portfolio-v4-cautious-fund-surfing-3x-with-v11-bear-buydips-bull-hfear-no-k-1-bil-mrjmdmlxthbbezxhurc4.html): The investment app that helps you achieve superior returns with logic and data. Trading. Built better. (597 words)
- [Protected Leverage v2.4c 3x S&P 500 / NASDAQ v1.1 + V2 Fund Surfing - K-1 Free – Composer](/content/trading-strategies/protected-leverage-v24c-3x-sp-500-nasdaq-v11-v2-fund-surfing-k-1-free-vkx6s6cjklnnxt4adcws.html): used 60d BND/BIL to go Risk on/ Risk off (ty HinnomTx and jss040292). fund surfing during Risk on. got rid of CTA use during risk off so we could further back test. i like the idea of CTA use (KMLM, DBMF, CTA) but severly limits backtesting. shorting treasury bonds protects against rising interest rates in 2018, 2022. best to benchmark this against "buy and hold" of the underlying 3x leveraged assets like SOXL/TQQQ/UPRO/TECL of the same time period. Michael B substituted Fund Surfing v2.0 in place of the previous fund surf and changed 60d BIL > 0%. V1.1 HinnomTX mods: Changed ON/OFF to BND 56d cumulative return > 0%. Fund Surf V2.1 chooses bottom 4 RSI, adds non-stock assets TMF, DBC, BTAL to reduce drawdown. Added UMDD, FAS, removed QQQ, SPY to improve returns. Changed TLT 20d test from cumulative returns to moving avg return. Fund surfing V2.2 lowers covid panic drawdown (thx Michael B!). removed TECS, too low daily volume. replaced XLP with 2x version UGE v2.2. 6/8/23 Replaced UMDD with URTY for higher trading volume, and dramatically changed Risk Off, Rising Rates logic. (632 words)
- [Composer](/content/deck/index.html):   (413 words)
- [New User Sorter (publication Edition) – Composer](/content/trading-strategies/new-user-sorter-publication-edition-8jmmghcdryl0r87nqpfo.html): Condensed "New User Guide" trend indicators. (599 words)
- [Coca-Cola as a Hedge – Composer](/content/trading-strategies/coca-cola-as-a-hedge-arjwgnchzhz9gdgwcsvw/index.html): The investment app that helps you achieve superior returns with logic and data. Trading. Built better. (532 words)
- [VXUS vs SCHD | ETF Performance Comparison Tool – Composer](/content/etf-comparisons/vxus-schd/index.html): Compare key metrics and backtested performance data for VXUS vs SCHD like expense ratio, live pricing, AUM, volume, top holdings and more! (538 words)
- [The Weekly Grind [Experimental] - what drawdowns okih2u mod? – Composer](/content/trading-strategies/the-weekly-grind-experimental-what-drawdowns-okih2u-mod-ahswib7nq8jwsenqv0bz.html): The investment app that helps you achieve superior returns with logic and data. Trading. Built better. (598 words)
- [UPRO FTLT – Composer](/content/trading-strategies/upro-ftlt-638t4yy1cx9l3ghhdiht/index.html): The investment app that helps you achieve superior returns with logic and data. Trading. Built better. (537 words)
- [Business Accounts – Composer](/content/business/index.html): Automated trading in your business account. Pick strategies, not stocks. Invest in automated strategies that trade stocks and ETFs. (616 words)
- [SPY vs XLK | ETF Performance Comparison Tool – Composer](/content/etf-comparisons/spy-xlk/index.html): Compare key metrics and backtested performance data for SPY vs XLK like expense ratio, live pricing, AUM, volume, top holdings and more! (422 words)
- [Blog – Composer](/content/blog/index.html): Stay current on the trading industry with the Composer automated trading strategies blog. Explore stock trading resources & more. (315 words)
- [Trade with AI – Composer](/content/ai/index.html): AI that understands, builds, and automates trading strategies end-to-end. Composer learns your interests, surfaces top performers, and helps you build a strategy instantly. (293 words)
- [VXUS vs VTI | ETF Performance Comparison Tool – Composer](/content/etf-comparisons/vxus-vti/index.html): Compare key metrics and backtested performance data for VXUS vs VTI like expense ratio, live pricing, AUM, volume, top holdings and more! (445 words)
- [(VGT) Vanguard Information Technology ETF ETF performance metrics – Composer](/content/etf/vgt/index.html): Check out performance and key metrics like expense ratio, live pricing and top holdings for VGT on Composer to incorporate into your own algorithmic trading strategy. (496 words)
- [(BTAL) AGF U.S. Market Neutral Anti-Beta Fund ETF performance metrics – Composer](/content/etf/btal/index.html): Check out performance and key metrics like expense ratio, live pricing and top holdings for BTAL on Composer to incorporate into your own algorithmic trading strategy. (454 words)
- [(SSO) ProShares Ultra S&P500 ETF performance metrics – Composer](/content/etf/sso/index.html): Check out performance and key metrics like expense ratio, live pricing and top holdings for SSO on Composer to incorporate into your own algorithmic trading strategy. (275 words)
- [ETF Dabatase: The Extensive Guide to Top ETFs | Composer – Composer](/content/etf/index.html): Research our ETF universe on Composer and determine what tickers to add to your algorithmic trading strategies. (5,034 words)
- [Composer joins SoFi – Composer](/content/blog/composer-joins-sofi/index.html): Composer is joining SoFi: A letter from our CEO, Benjamin Rollert (351 words, Jun 23, 2026)
- [AI's Effect on Markets – Composer](/content/blog/ais-effect-on-markets/index.html): AI will make up over 10% of trading volume in two years. Yet the best human traders will earn more than ever. What gives? (1,316 words, Aug 14, 2025)
- [Can an AI beat the S&P 500? – Composer](/content/blog/can-ai-beat-the-sp500/index.html): Using off the shelf LLMs, can we construct an index that outperforms the S&P 500 using the current components of the index as our investable universe. (1,184 words, Jul 10, 2025)
- [The Composer Manifesto 2.0 - The Future of Tokenized Assets – Composer](/content/blog/the-composer-manifesto-2-0/index.html): The proliferation of tokenized assets will bring us closer to the realization of Sharpe’s global market portfolio... (647 words, Jul 1, 2025)
- [Which broker should I use for my LLC? – Composer](/content/blog/which-broker-should-i-use-for-my-llc/index.html): More and more retail traders are expressing interest in forming an LLC to take advantage of business taxation, which can be preferable to individual taxation. (217 words, Jun 27, 2025)
- [Should You Even Try to Beat the Market? – Composer](/content/blog/should-you-even-try-to-beat-the-market/index.html): This blog piece by Composer CEO Benjamin Rollert explores how active traders keep markets functioning, and what we can learn from the few who do outperform. (1,703 words, May 22, 2025)
- [From Idea to Launch: Modern Hedge Fund Ops 101 – Composer](/content/blog/from-idea-to-launch-modern-hedge-fund-ops-101/index.html): Practical lessons distilled from the Composer × Repool webinar. (741 words, May 14, 2025)
- [Proposed changes to allow Composer and other U.S. broker-dealers to operate in Canada – Composer](/content/blog/why-composer-isnt-in-canada/index.html):  Complex, burdensome regulations mean Canadian consumers have far fewer choices than their neighbors to the south. (871 words, Mar 14, 2025)
- [Your starter guide to U.S. business setup and taxation – Composer](/content/blog/trading-entity-setup-and-tax-reporting-101/index.html): Set up your trading entity and tax reporting with this guide, covering capital gains, TTS, and key IRS rules for trading businesses.. (3,046 words, Mar 3, 2025)
- [How Composer is Scaling to Meet Your Needs in 2024 – Composer](/content/blog/how-composer-is-scaling-to-meet-your-needs-in-2024/index.html): Our focus for 2024 is on fortifying our systems to support our growing community. (229 words, Jan 30, 2024)
- [How to Build Risk-Parity Strategies – Composer](/content/blog/building-risk-parity/index.html): Wondering what is a risk parity strategy and how it can benefit your investments? Learn about risk parity with ETFs and more on Composer. (1,123 words, Dec 1, 2023)
- [What You Should Know About Portfolio Backtesting – Composer](/content/blog/backtest-portfolio/index.html): Backtesting trading strategies with historical data allows you to evaluate your approach, manage risk, and make better decisions with your money. (1,393 words, Oct 26, 2023)
- [The Best Performing Quant Trading Funds and How You Can Use AI to Invest Like Them – Composer](/content/learn/the-best-performing-quant-trading-funds-and-how-you-can-use-ai-to-invest.html): The best quant trading (algorithmic trading) funds in the world and how you can use AI to create your own quant trading strategies (1,905 words, Jul 5, 2023)
- [How to use Composer and TradingView to potentially enhance your portfolio – Composer](/content/blog/trading-view-composer/index.html): Smart traders combine brainpower and models to develop algorithmic trading strategies. See how investors use TradingView and Composer to upgrade portfolios. (820 words, Jan 4, 2023)
- [How to Test Investment Strategies with the Scientific Method – Composer](/content/blog/the-scientific-method/index.html): Follow the steps of the scientific method to test investment strategies for success with Composer. Explore the back test investment strategy and more. (1,526 words, Mar 24, 2022)
- [Investment Strategy for Inflation – Composer](/content/blog/notes-on-inflation/index.html): Follow along as Composer discusses stock market inflation using inflation beta. Create the right investment strategy for inflation for you. (867 words, Mar 17, 2022)
- [Implementing Risk Parity Strategy & Portfolios – Composer](/content/blog/risk-parity/index.html): Implement risk parity strategies for your portfolio with Composer. Learn about balancing risk and return with risk parity portfolio construction. (1,486 words, Feb 3, 2022)
- [What You Need to Know About Investing in a Beark Market – Composer](/content/blog/surviving-a-bear-market/index.html): Learn about how to protect your investments in a bear market with Composer. Discover successful strategies for investing in a bear market. (1,731 words, Jan 27, 2022)
- [The Democratization of Investing – Composer](/content/blog/composer-evolution-or-revolution/index.html):  Explore how Composer is leading the democratization of investing & our investing community. Learn how our automated trading system breaks tradition. (862 words, Jan 14, 2022)
- [Breaking Down Hedgefundies Excellent Adventure – Composer](/content/blog/an-online-origin-story/index.html): Dive in to Hedgefundies Excellent Adventure strategy with Composer. Backtest the Bogleheads investment strategy & apply it to your investments. (1,298 words, Dec 2, 2021)

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