Minerva vs Zipline Reloaded (2026)
Minerva (cloud research platform whose engine is built around not fooling yourself) and Zipline Reloaded (maintained open-source fork of quantopian's event-driven python backtesting engine) solve backtesting differently. The table below compares them on verified specs and pricing; full details are in each review.
Side by side
| Minerva | Zipline Reloaded | |
|---|---|---|
| Overall score | 7.2 / 10 | 6.2 / 10 |
| Engine type | event-driven | event-driven |
| Pricing model | subscription | open-source |
| Free tier | No | Yes |
| Entry price | $99/mo | $0 |
| Languages | no-code, natural language (compiled to a typed signal IR) | Python (3.10+, wheels through Python 3.13 as of v3.1.1) |
| Asset classes | US equities, US ETFs | US equities, ETFs, futures (continuous futures support), crypto/other via custom bundles and calendars (community workarounds) |
| Bundled data | Bundled US equity and ETF bars from roughly April 2016 to June 2026, 1-minute to daily, split-adjusted at storage with CRSP-style backward dividend adjustment. No tick data. No user data import. | No usable current data ships with the library. The default Quandl/WIKI bundle (via NASDAQ Data Link) covers US equities only through March 2018, so you bring your own: either the csvdir bundle, which takes OHLCV CSVs with splits and dividends, or your own custom bundle ingest code. |
| Finest resolution | 1 minute | minute |
| Live trading | No | No |
| Options support | No | No |
| Open source | No | Yes |
Minerva
Cloud research platform whose engine is built around not fooling yourself
Zipline Reloaded
Maintained open-source fork of Quantopian's event-driven Python backtesting engine
Frequently asked questions
Is Minerva better than Zipline Reloaded?
They target different users. Minerva: someone who cares more about whether a backtest is telling the truth than about how many markets it can reach, and who wants that without writing code. Zipline Reloaded: python-fluent quants doing us-equity, factor-based (cross-sectional) research who want a free, realistic event-driven engine and are willing to wire up their own data pipeline. Our scores: Minerva 7.2/10, Zipline Reloaded 6.2/10.
Which is cheaper, Minerva or Zipline Reloaded?
Minerva entry pricing: $99/mo (subscription). Zipline Reloaded: $0 (open-source). See each review for full verified pricing tables.
Educational content only, not investment advice. Specs and prices come from each platform's official pages; see the individual reviews for sources and last-verified dates.