# Sigma Computing vs Spotfire

| Attribute | Sigma Computing | Spotfire |
|---|---|---|
| **Vioscale score** | 58.2 (34% (low)) | 45 (20% (low)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"self_hosted":true}` |
| description.long | 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. | Spotfire is a visual analytics platform designed for industrial organizations where decision-making involves complex, fragmented data sources. It unifies data exploration, analytics, and AI in a shared environment, enabling engineers and domain experts to collaborate and transition from scattered insights to decisive action. |
| features.capabilities | `{"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}` | `{"nlq_ai":true,"paradigm":"governed_dashboards","self_hostable":true,"connector_breadth":"SQL databases, Python, R, real-time data streams, time-series data, and spatial ","scheduled_reports":true,"embedded_analytics":true}` |
| integrations.count | 4 | 4 |
| integrations.list | `[{"name":"AWS"},{"name":"Amazon Redshift"},{"name":"Snowflake"},{"name":"AWS Marketplace"}]` | `[{"name":"SQL Server"},{"name":"Python"},{"name":"R"},{"name":"TIBCO Data Virtualization"}]` |
| market.availability | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"web":true}` | `{"web":true}` |
| pricing.model | commercial | commercial |
| reliability.status_page | yes | yes |
| security.disclosure_policy | yes | - |
| security.gdpr | yes | - |
| security.hipaa | yes | - |
| security.iso27001 | yes | - |
| security.soc2 | yes | - |

## Capabilities (BI Software)

| Capability | Sigma Computing | Spotfire |
|---|:--:|:--:|
| **Core** |  |  |
| BI paradigm | Notebook | Governed dashboards |
| Semantic / modelling layer | - | - |
| **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 | Cloud data warehouses (AWS Redshift, Snowflake) with external system integration | SQL databases, Python, R, real-time data streams, time-series data, and spatial |

*Source: Vioscale. Generated 2026-09-01T16:42:53.488Z. "-" = undocumented, not absent.*