auto-sklearn vs Forecast Pro
auto-sklearn
automl.github.io
Forecast Pro
forecastpro.comSide by side
| Figure | auto-sklearn | Forecast Pro |
|---|---|---|
| Price from | Free | $199/mo |
| Free plan | Yes | — |
| Free trial | — | Yes |
| Open source | — | — |
| Windows | — | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 2 |
| Spec score · Predictive Analytics Software | 7.9 (#13) | 8.9 (#2) |
| What it does | auto-sklearn automates machine learning model fitting and ensemble construction for classification and regression tasks. | Forecast Pro is an off-the-shelf package for creating statistically based business and demand forecasts that can connect to broader planning systems. |
Plans
Forecast Pro
- Forecast Pro Professional$199 a month
- Forecast Pro TRACPriced on request
In their own words
auto-sklearn
auto-sklearn has no write-up on Specifiction yet; its figures are above.
Forecast Pro
Forecast Pro creates statistically based business forecasts for use in broader planning systems. Its automatic best-pick algorithm considers seasonal patterns, trends, business cycles, promotional activity, and other factors. Users can forecast at multiple hierarchy levels while working with units, dollars, and other measures at once. Adjustments can be made at any level, with comments and override reports documenting and reconciling changes. The software archives prior forecasts so users can compare them with actual results and review forecast value added across process steps. Data can move through Excel, CSV, text files, or ODBC, and the maker says the product integrates with ERP, MRP, and BI systems. Forecast Pro runs on Windows and can be installed on a client machine or server, including Citrix or Windows Server. The SDK is also available as a Linux shared library, with.NET and Java interfaces. Professional starts at $199 a month, billed annually, with a 12-month minimum. A free trial provides all features for 21 days and ends automatically.