# Omni vs Sigma Computing

| Attribute | Omni | Sigma Computing |
|---|---|---|
| **Vioscale score** | 38.2 (58% (medium)) | 58.2 (34% (low)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | A semantic layer-based analytics platform that combines AI chat, dashboards, spreadsheets, and SQL tools in one interface. Users can ask questions about their data and get instant answers, while data teams maintain governance through a shared data model. | A cloud-native platform that enables teams to build analytics applications, interactive dashboards, and AI agents directly on data warehouse data, with built-in governance, audit trails, and warehouse-native execution. |
| features.capabilities | `{"nlq_ai":true,"rls_sso":true,"paradigm":"governed_dashboards","free_tier":false,"dbt_native":true,"managed_cloud":true,"self_hostable":false,"semantic_layer":"built_in","warehouse_native":true,"connector_breadth":"Native support for major cloud data warehouses and databases","scheduled_reports":true,"embedded_analytics":true,"transparent_pricing":false}` | `{"nlq_ai":true,"rls_sso":true,"paradigm":"notebook","free_tier":false,"dbt_native":false,"managed_cloud":true,"self_hostable":false,"warehouse_native":true,"connector_breadth":"Cloud data warehouses (AWS Redshift, Snowflake) with external system integration","scheduled_reports":false,"embedded_analytics":true,"transparent_pricing":false}` |
| integrations.count | 8 | 4 |
| integrations.list | `[{"name":"dbt"},{"name":"AWS Redshift"},{"name":"Google BigQuery"},{"name":"Snowflake"},{"name":"Databricks"},{"name":"MySQL"},{"name":"Postgres"},{"name":"MotherDuck"}]` | `[{"name":"AWS"},{"name":"Amazon Redshift"},{"name":"Snowflake"},{"name":"AWS Marketplace"}]` |
| market.availability | `{"hqCountry":"US","primaryMarkets":["US","CA","AU","EU"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"web":true}` |
| pricing | `{"type":"quote","freeTier":false,"sourceUrl":"https://omni.co/","retrievedAt":"2026-08-13T22:22:08.971Z"}` | - |
| pricing.free_tier | no | - |
| pricing.model | quote | commercial |
| pricing.price_level | unknown | - |
| pricing.transparent | no | - |
| reliability.status_page | yes | yes |
| security.disclosure_policy | - | yes |
| security.gdpr | yes | yes |
| security.hipaa | yes | yes |
| security.iso27001 | - | yes |
| security.soc2 | yes | yes |

## Capabilities (BI Software)

| Capability | Omni | Sigma Computing |
|---|:--:|:--:|
| **Core** |  |  |
| BI paradigm | Governed dashboards | Notebook |
| Semantic / modelling layer | Built-in | - |
| **Engine** |  |  |
| Warehouse-native (SQL push-down) | ✓ | ✓ |
| **Deployment** |  |  |
| Self-hostable / OSS core | ✗ | ✗ |
| Managed cloud available | ✓ | ✓ |
| **Intelligence** |  |  |
| Natural-language query / AI copilot | ✓ | ✓ |
| **Delivery** |  |  |
| Embedded / white-label analytics | ✓ | ✓ |
| Scheduled reports / alerting | ✓ | ✗ |
| **Governance** |  |  |
| Row-level security & SSO/SAML | ✓ | ✓ |
| **Commercial** |  |  |
| Per-seat pricing published | ✗ | ✗ |
| Free tier / free desktop | ✗ | ✗ |
| **Ecosystem** |  |  |
| dbt-native integration | ✓ | ✗ |
| Data-source connector breadth | Native support for major cloud data warehouses and databases | Cloud data warehouses (AWS Redshift, Snowflake) with external system integration |

*Source: Vioscale. Generated 2026-09-01T17:08:42.746Z. "-" = undocumented, not absent.*