Rule-based investors
Build systematic stock and ETF allocations from explicit conditions, filters, weights, and rebalance schedules without writing code.
Independent tool overview
Composer by SoFi is a U.S. brokerage and no-code strategy platform for creating, backtesting, sharing, and automatically trading rule-based portfolios called Symphonies.
Visit the official Composer Trade site ↗
Overview
Composer lets investors assemble stocks and ETFs with visual blocks for weights, conditions, filters, groups, and rebalancing frequency. Its AI assistant can translate a natural-language strategy idea into editable logic, but the user remains responsible for the rules, assets, risks, and decision to invest.
A Symphony can be tested against historical data and benchmarks before it is funded. Live automated strategies are then evaluated and rebalanced through Composer’s brokerage workflow, generally during a daily trading window near the market close. Users can also browse community strategies or copy one into the editor.
SoFi acquired Composer in June 2026 and the product is now branded Composer by SoFi. Composer stated that existing symphonies, assets, backtests, subscriptions, pricing, fees, custody, and SIPC protection were unchanged at that announcement. Composer Securities LLC remains the registered broker-dealer providing securities products and brokerage services.
Use cases
The strongest fit depends on the job you need the product to complete, not the size of its feature list.
Build systematic stock and ETF allocations from explicit conditions, filters, weights, and rebalance schedules without writing code.
Translate an investment thesis into editable logic and test how it would have behaved across selected historical periods.
Run one or more strategies in a Composer brokerage account and have the platform calculate and execute the required trades.
Inspect published Symphonies, review their current logic and hypothetical history, then edit a copy rather than starting from scratch.
Capabilities
Converts a plain-language goal or thesis into editable Symphony logic that can be inserted into the visual editor and backtested.
Combines assets, nested groups, conditions, filters, and weighting methods into rule-based portfolio instructions.
Charts hypothetical returns, allocations, drawdowns, risk metrics, benchmarks, estimated slippage, and selected trading costs.
Evaluates invested strategies on their schedule and places trades intended to align holdings with the resulting target allocation.
Provides discoverable Symphonies that users can inspect, invest in, or copy and modify.
Supports one Individual account, one Traditional IRA, and one Roth IRA per eligible individual under one Trading Pass.
Eligible Alpaca Individual accounts can manually trade stocks, ETFs, and options outside automated Symphonies without a Trading Pass.
Authenticated endpoints support account data, activity reports, Symphony backtests, and other programmatic workflows subject to rate limits.
Lets users add an adjustable slippage estimate, regulatory fees, and the monthly Trading Pass to a hypothetical result.
Process
Step 1
Write the strategy as explicit assets, signals, allocation rules, rebalance timing, and risk constraints rather than a vague return target.
Step 2
Use the AI assistant or visual editor, then verify every condition, ticker, weight, fallback branch, and trading frequency.
Step 3
Test different market regimes and appropriate benchmarks instead of selecting only a favorable start date.
Step 4
Include the Trading Pass, regulatory fees, wider slippage assumptions, and the effect of uninvested cash.
Step 5
Check concentration, leverage, turnover, drawdown, false signals, missing data, nonfractional assets, and what each else branch holds.
Step 6
Complete identity review, understand the applicable clearing firm and disclosures, link a bank, and deposit at least $50.
Step 7
Deploy a limited amount, compare actual fills and allocations with the backtest, and avoid treating the AI-generated strategy as advice.
Step 8
Review orders, holdings, cash, fees, drift, strategy changes, tax effects, and performance rather than assuming automation removes oversight.
Cost
Automated investing in stock or ETF Symphonies requires one Trading Pass per user: $40 billed monthly or $384 billed annually, equivalent to $32 per month. The pass applies across eligible Composer brokerage accounts and unlimited automated Symphonies. A $50 minimum deposit is required. Direct trading does not require the pass, though options, regulatory, exchange, and other listed brokerage fees may still apply.
No Trading Pass required
Manual stock, ETF, and options trading for eligible Alpaca Individual accounts.
$40/month
Month-to-month access to automated stock and ETF Symphony trading.
$384/year
Annual automated-trading access at an effective $32 per month.
Pricing checked . Check current pricing at the source ↗
Assessment
Compare
The right alternative depends on the specific output, workflow, controls and budget your project requires.
Finance
Robinhood Agentic Trading is an alternative for users specifically exploring AI-agent-directed brokerage actions rather than visual rule-based Symphonies.
Explore Agentic Trading →Finance
Danelfin focuses on AI-assisted stock research and scoring rather than building and automatically executing custom portfolio logic.
Explore Danelfin →Finance
Stock Robo is a lighter research-oriented custom GPT for forecasts and analysis, without Composer’s brokerage and automated execution.
Explore Stock Robo →Questions
Composer is a U.S. brokerage platform for building, backtesting, sharing, and automatically trading rule-based stock and ETF strategies called Symphonies. SoFi acquired Composer in June 2026.
Automated Symphony trading requires a Trading Pass at $40 per month or $384 per year. One pass covers eligible Composer accounts and automated Symphonies for that user.
Direct trading does not require a Trading Pass, but opening the brokerage requires at least a $50 deposit and other fees can apply. Automated stock and ETF Symphony trading requires the paid pass.
No. Composer states that it does not provide investment advice or recommendations. Its AI and backtests help create and evaluate user-directed rules, but users make the investment decisions.
The AI can draft editable strategy logic. Live automation occurs only after the user reviews the Symphony, opens and funds a brokerage account, buys a Trading Pass, and chooses to invest.
Current automated strategies focus on stocks and ETFs. Composer ended direct crypto asset and crypto-indicator support after January 31, 2026.
They are estimates, not predictions. Stock and ETF tests use historical daily adjusted closing prices and assumptions that differ from live quotes, fills, spreads, timing, taxes, and investor behavior.
Composer states that brokerage assets are custodied and trades cleared through Alpaca Securities and Apex Clearing. The applicable firm depends on the account.
Alpaca and Apex are SIPC members. SIPC protection can cover missing securities and cash up to applicable limits if a brokerage fails, but it does not protect against market or strategy losses.
At the June 2026 announcement, Composer said existing strategies, custody, backtests, historical data, Trading Pass pricing, and fees remained unchanged. Future integrations have not all been specified.
Bottom line
Composer is one of the clearest ways for a U.S. retail investor to turn explicit stock-and-ETF rules into a backtested and automatically executed portfolio without building a trading system from scratch. The visual logic and integrated brokerage are compelling, but the AI does not remove investment risk and the backtest is not evidence of future performance. The $40 monthly pass is hardest to justify on a small balance, so model the fee, harsher slippage, taxes, drawdowns, and realistic live behavior before funding a strategy.
Visit Composer Trade website ↗
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