Composer vs Hebbia
Pricing, features, platforms and who each one suits — side by side.
Choose Composer if…
- you want a free plan to start with
- you need an API to build on
- you're in its core audience: self-directed retail investors, algorithmic trading hobbyists
Choose Hebbia if…
- you're in its core audience: investment firms, investment bankers
Side by side
Key features
C Composer
- AI strategy creation from natural-language prompts
- Visual no-code strategy editor with conditional logic
- Backtesting against benchmarks, including fees and slippage
- Automated trade execution and rebalancing
- Pre-built strategy library
- Community publishing and remixing of strategies
- Traditional and Roth IRA support
- API for data, backtests and trading (Pro)
H Hebbia
- Max, an AI analyst for finance workflows
- Matrix grid for running research across many companies
- Integrations with SEC filings and earnings transcripts
- Connectors for FactSet, S&P Capital IQ, PitchBook, Preqin
- Connects to SharePoint, OneDrive, Box, Dropbox, Snowflake, Databricks
- Generates outputs such as PowerPoint presentations
- Shared projects and files for deal teams
Plans and prices
From each vendor's site. Prices change — confirm before buying.
Composer
Hebbia
Contact for pricing. Plan details aren't published.
Strengths and limitations
Composer
- Free Starter plan includes unlimited building and backtesting
- No commissions or management fees advertised
- Pro plan includes API access
- IRA accounts supported
- Free plan automates only one strategy
- API access requires the Pro or Business plan
- Regulatory fees from FINRA and the SEC still apply
- Business pricing requires a sales call
Hebbia
- Wide set of financial data integrations, including FactSet, Capital IQ and PitchBook
- Connects to enterprise storage such as SharePoint, Box and Snowflake
- Built-in collaboration for deal teams
- No public pricing; access is through a demo request
- No self-serve free plan or trial mentioned
More comparisons
Other options to consider
Charting, backtesting, scanners and trading bots for active traders
T

Charting, screening and market data platform for traders and investors
Stock research, analyst articles, quant ratings and market news for investors
A

AI market intelligence across filings, broker research and expert calls
KMarket research, portfolio analytics and client reports for investors and advisors

Market research, portfolio analytics and client reports for investors and advisors

Visual stock research, screeners and portfolio tracking for retail investors
Built from each vendor's public website; we haven't tested them hands-on. Editorial policy