| Rows processed per month | 30000 | Limited* | Unlimited* |
| Number of user licenses | 1 | 1 | Unlimited* |
| Chat-based data prep |  |  |  |
| Excel Files |  |  |  |
| Delimited Files (CSV, TXT) |  |  |  |
| JSON/XML Files |  |  |  |
| Database Tables (SQL Server, Oracle, PostgreSQL) |  |  |  |
| Datasets |  |  |  |
| Excel Files |  |  |  |
| Delimited Files (CSV, TXT) |  |  |  |
| Log Files |  |  |  |
| Route Records |  |  |  |
| Aggregate Data |  |  |  |
| Remove Duplicates |  |  |  |
| Stack/Unstack |  |  |  |
| Validate Records |  |  |  |
| Add/Remove Columns |  |  |  |
| Rename/Move Columns |  |  |  |
| Sort/Select Columns |  |  |  |
| Split/Concatenate Columns |  |  |  |
| Replace Null Values |  |  |  |
| Find and Replace |  |  |  |
| Change Text Case |  |  |  |
| Compute Fields |  |  |  |
| Join from Multiple Sources (Files, Tables, Datasets) |  |  |  |
| Union Multiple Sources |  |  |  |
| Lookup from External Sources |  |  |  |
| Variable Definitions |  |  |  |
| Cut, Copy, and Paste recipes |  |  |  |
| Automation and scheduling | - | - |  |
| Deployments | Astera Cloud | Astera Cloud | Astera Cloud On-pre Your cloud environment |