SAS Visual Statistics vs Zilliant CPQ
| SAS Visual Statistics | Zilliant CPQ | |
|---|---|---|
| Free trial | Yes | |
| Platforms | self-hosted, Web | api, Web |
| Free plan | No | |
| Solver methods | multiple | |
| Constraint modeling | Yes | Yes |
| Scenario simulation | Yes | Yes |
| Deployment options | hybrid | cloud |
| API access | Yes | Yes |
| AI system inventory | Yes | |
| Risk assessments | Yes | |
| Policy and controls | Yes | |
| Listed integrations | SAS Viya; third-party AI development environments | |
| Customer risk assessment | Yes | |
| Transaction monitoring | Yes | |
| Case management | Yes | |
| Regulatory reporting | Yes | |
| Deployment | cloud | cloud |
| Row-level security | Yes | |
| Scheduled reports | Yes | |
| Embedded analytics | Yes | |
| Natural-language queries | Yes | |
| Decision tables | Yes | |
| Visual rule authoring | Yes | |
| Rule testing tools | Yes | |
| Execution access | both | |
| Standardization rules | Yes | |
| Data validation | Yes | |
| Data enrichment | Yes | |
| Processing mode | both | |
| Data profiling | Yes | |
| Visual workflows | Yes | |
| Scheduled runs | Yes | |
| Transformation mode | mixed | |
| Incremental loading | Yes | |
| Change data capture | Yes | |
| Custom code transforms | Yes | |
| Custom rules | Yes | |
| Machine learning | Yes | |
| Predictive analytics | Yes | |
| Model versioning | Yes | |
| Approval workflows | Yes | |
| Model lineage | Yes | |
| Deployment tracking | Yes | |
| Artifact storage | Yes | |
| Real-time scoring | Yes | |
| Machine-learning models | Yes | |
| Supported channels | omnichannel | |
| Forecasting workflows | Yes | |
| Model evaluation | Yes | |
| Automated machine learning | Yes | |
| Deployment mode | batch_and_real-time | |
| Time-series modeling | Yes | |
| Pricing methods | hybrid | |
| Promotion optimization | Yes | |
| Markdown optimization | Yes | |
| Price elasticity analysis | Yes | |
| Statistical tests | Yes | |
| Regression models | Yes | |
| Scripting support | Yes | |
| Data import formats | SAS data sets, Excel (XLS/XLSX), delimited text files, CSV, DTA, JMP, Parquet, SPSS | |
| Configuration rules | Yes | |
| Discount approvals | Yes |
Listed together in Best Prescriptive Analytics Software