HAM vs WorthSignal
HAM
goham.ioWorthSignal
github.comSide by side
| Figure | HAM | WorthSignal |
|---|---|---|
| Price from | — | Free |
| Free plan | — | Yes |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| Self-hosted | — | Yes |
| Plans published | 0 | 1 |
| Spec score · Customer Lifetime Value Software | 7.3 (#28) | 7.9 (#12) |
| Headquarters | Dover, Delaware, United States | Norway |
| Integrations | The site lists Skio, Recharge, Stay, Ordergroove, Klaviyo, Meta, Google Ads, Rivo, Attentive, Gorgias, Okendo, Yotpo, and Loop among its integrations. | The README documents file-based input and Excel or JSON downloads, and says the app can be deployed on Streamlit Community Cloud from a GitHub repository. |
| Intended users | HAM describes features for retention, data, growth, operations, lifecycle, and executive teams at subscription brands. | The maker describes WorthSignal as a tool for marketers to examine customer value, retention, and marketing ROI. |
| Purpose | HAM describes itself as an analytics platform built for subscription brands to understand subscriber retention, churn, and growth. | WorthSignal turns Excel, CSV or JSON customer data into customer segmentation, lifetime value, retention and marketing ROI analyses. |
| Support | The terms say HAM provides technical support during the subscription period; the site lists [email protected] as its contact email. | Security reports are reviewed on a best-effort basis and the volunteer project does not promise a formal response-time SLA. |
Plans
In their own words
HAM
HAM is a web-based analytics platform for subscription brands. It focuses on subscriber retention, churn, growth, cohort analysis, customer segmentation, and profitability metrics, with real-time data refresh. Teams can ask Claude Desktop or Claude Code questions about subscription data through HAM’s MCP connection. They can also describe a dashboard in plain English, then edit, save, and share the generated result. HAM says custom dashboards contain more than 70 charts and segments using attributes such as product, activation date, discount code, and order tags. Custom segments help investigate churn causes, including drop-offs linked to order number or shipping delays. The platform preserves retention, churn, and lifetime-value history through migrations, including cohorts from 12 or more months earlier. It tracks product additions and removals, including bundles, for cross-sell analysis and average-order-value growth. HAM can surface trends and anomalies and compare cohort outcomes during retention tests. Pricing is on request.
WorthSignal
WorthSignal is a free, open-source toolkit that turns spreadsheet and data files into customer value analyses for marketers. It reads XLSX, XLS, XLSM, CSV and JSON files, suggests column mappings and lets users correct them without changing the uploaded file. Its analyses cover nine areas, including RFM targeting, customer lifetime value, customer equity, acquisition and retention budgets, Markov switching ROI, contractual retention, BG/NBD, BG/BB and complaint recovery. Results can be downloaded as Excel or JSON. In local mode, analysis runs in memory on the user's computer; WorthSignal says uploaded customer data is not intentionally sent to its maintainer or a third-party API. Hosted deployments process files on the chosen server, and that operator is responsible for access controls, logs, retention and privacy obligations. The app requires Python 3.10 or newer and can be launched on Windows or Mac, through terminal instructions for any operating system, or with Docker. Its documented methods are described as classic, deliberately simple models. The project uses the AGPL-3.0-or-later license, with commercial use subject to its conditions.