Lumibot is a well-maintained free Python framework from Lumiwealth, with first-class Alpaca support and broad asset coverage. AlgoDeploy is a commercial product built on similar foundations but adds a no-code dashboard, production-grade infrastructure, and commercial support.
Lumibot is the right choice if you are a comfortable Python developer who wants a free, MIT-licensed library, and you're happy building your own dashboard, monitoring, alerts, and risk infrastructure (or don't need them).
AlgoDeploy is the right choice if you want a product (not a library), a no-code dashboard, an immutable audit log with hash chain, a pre-live acceptance gate, a risk monitor with circuit breakers, full HTML reports, and someone to email when something breaks.
The fair comparison: Lumibot is an engine; AlgoDeploy is a car. If you enjoy building cars from engines, Lumibot is great. If you'd rather drive, AlgoDeploy hands you the keys.
An honest look at where free OSS has advantages. Features as of June 2026 — verify at lumibot.lumiwealth.com.
| Feature | Lumibot | AlgoDeploy |
|---|---|---|
| Price | Free (MIT license) | $99–499 one-time |
| Source code access | Open source on GitHub | Closed source (commercial) |
| Asset coverage | Stocks, options, crypto, futures, forex | U.S. equities + crypto via Alpaca |
| Multi-broker support | Alpaca + IBKR + Tradier + Coinbase + Kraken | Alpaca today; IBKR + Schwab on roadmap |
| AI / LLM tools (BotSpot) | Built in — LLM sentiment from news/social | No (deliberate — advice-vs-tool boundary) |
| SEC filings / FRED macro data | Built in | Not built in |
| Forkability / customization | Full — modify anything | Configuration only |
Free software still has a cost: your time. If you're going to spend 40 hours building a monitoring dashboard, plumbing in alerts, writing an audit log, hardening the risk system, and debugging deployment, that's worth more than $99–499. Lumibot is the right choice when your time is cheap or you enjoy building infrastructure. AlgoDeploy is the right choice when you'd rather be developing strategies.
The things a library doesn't ship that a product does.
| Feature | Lumibot | AlgoDeploy |
|---|---|---|
| No-code dashboard UI | No | Yes — Build Config tab for non-coders |
| YAML config strategies | No | Yes — no Python required |
| Live monitoring web UI | No (build it yourself) | Yes — Trading tab, positions, equity, alerts |
| Immutable audit log | No (logs to stdout) | SHA-256 hash chain, tamper-evident JSONL |
| Error classification system | No | 10 categories, pattern + exception-based |
| Health check framework | No | 4 checks: broker, account, market data, paper/live |
| Pre-live acceptance gate | No | 6-step cryptographic acknowledgment |
| Risk monitor + circuit breaker | See their docs | Full runtime monitor, halt on max DD |
| Pre-trade risk checks | User-built | 8 built-in checks |
| HTML backtest reports | See their docs | Full reports with equity curve, drawdown, trades, metrics |
| Parameter sweep + heatmaps | User-built | Pro tier — built in |
| Walk-forward optimization | User-built | Pro tier — built in |
| Monte Carlo simulation | User-built | Pro tier — built in |
| Regime filters (VIX/SMA) | User-built | Pro tier — built in |
| Multi-strategy portfolio | User-built | Quant tier — built in |
| Signal scoring engine | User-built | Quant tier — multi-signal composite scoring |
| REST API | User-built | Quant tier — built in |
| White-label branding | N/A | Quant tier — built in |
| Tier-based licensing | N/A | JWT-based, dashboard lock overlays |
| Commercial support | Community Discord | Email support (scope: install + broker connection) |
| Legal protection | MIT license disclaimer | Full TOS with middleware framing, JAMS arbitration, class waiver |
The Student tier is free and includes the dashboard and backtest engine. Try both side by side and decide what you value.
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