MLJAR AutoML vs ToolsGroup Demand Planning
| MLJAR AutoML | ToolsGroup Demand Planning | |
|---|---|---|
| Free plan | Yes | |
| Free trial | No | |
| Paid from | $20/mo | |
| Platforms | Linux, macOS, self-hosted, Web, Windows | Web |
| Forecasting workflows | No | |
| Model evaluation | Yes | |
| Automated machine learning | Yes | |
| Deployment mode | batch | |
| Time-series modeling | No | |
| API access | Yes | |
| Demand sensing | Yes | |
| Scenario planning | Yes | |
| Hierarchical forecasting | Yes | |
| Forecast granularity | sku_location | |
| Merchandise planning | Yes | |
| Assortment planning | Yes | |
| Allocation management | Yes | |
| Replenishment | Yes | |
| Pricing and markdowns | Yes | |
| Product hierarchy | Yes | |
| Demand planning | Yes | |
| Supply planning | Yes | |
| Inventory planning | Yes | |
| Financial alignment | Yes | |
| Data refresh | real-time | |
| Deployment | cloud |
Listed together in Best Predictive Analytics Software