The product and the library share one goal: no hidden math. Metrics and formulas you see in the cloud are meant to match the open engine for the same inputs, versions, and seeds—subject to which blocks your run exposes (full report vs public WFA, etc.).
| Capability | kiploks.com | Open engine (npm) |
|---|---|---|
| Core analytics (robustness, walk-forward, benchmarks) | Same engine packages as the hosted product | Full source; run on your machine or inside your stack |
| Full report UI | Included in the product | You build a UI or consume JSON from the packages |
| Accounts, API keys, and usage limits | Included | Not included (you add your own auth if needed) |
| Hosted storage and run history | Included | Your files or your database |
| Integrations (e.g. Freqtrade, OctoBot) | Guided upload and parity checks | CLI and scripts; same math with your pipeline |
| Final verdict and full report assembly | Built server-side for complete reports | Public APIs cover analysis; you host assembly if you want the full stack |
| Support | Product support by plan | Community (GitHub) under Apache 2.0 |
If a row is unclear for your integration, open an issue on the engine repository or contact us through the site— we care about keeping this table accurate as APIs evolve.