# Spotfire vs ThoughtSpot

**Leader by Vioscale score:** ThoughtSpot

| Attribute | Spotfire | ThoughtSpot |
|---|---|---|
| **Vioscale score** | 45 (20% (low)) | 71.4 (39% (low)) |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true}` |
| description.long | 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. | ThoughtSpot is an agentic analytics platform that combines governed semantic data modeling with conversational AI agents to help teams discover, visualize, and act on business insights. The platform includes specialized agents for querying data, building models, creating dashboards, and writing code. |
| features.capabilities | `{"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}` | `{"nlq_ai":true,"rls_sso":true,"paradigm":"semantic_layer","free_tier":true,"managed_cloud":true,"self_hostable":false,"semantic_layer":"built_in","warehouse_native":true,"connector_breadth":"Major data warehouses (Snowflake, Databricks, Redshift) and LLM providers","scheduled_reports":true,"embedded_analytics":true,"transparent_pricing":true}` |
| integrations.count | 4 | 8 |
| integrations.list | `[{"name":"SQL Server"},{"name":"Python"},{"name":"R"},{"name":"TIBCO Data Virtualization"}]` | `[{"name":"Snowflake"},{"name":"Databricks"},{"name":"Amazon Redshift"},{"name":"OpenAI"},{"name":"Google Gemini"},{"name":"Claude"},{"name":"Snowflake Cortex"},{"name":"Model Context Protocol (MCP) connectors"}]` |
| market.availability | - | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"ios":true,"web":true,"android":true}` |
| pricing | - | `{"type":"subscription","plans":[{"free":false,"name":"Essentials","summary":"$25/user/mo billed annually","features":["Dynamic interactive dashboards","Actionable insights"],"minSeats":5,"commitment":"annual","components":[{"kind":"per_unit","unit":"seat","amount":25,"period":"month","currency":"USD"}],"description":"For small teams to find and share insights with AI analytics","contactSales":false,"includedLimits":{"rows":"25M","users":"5-50"}},{"free":false,"name":"Pro","summary":"$50/user/mo billed annually","features":["AI-powered dashboards and automated insights","Natural-language search and data exploration","Spotter AI Agents (25 queries/month per user)","Analyst Studio for advanced analytics"],"commitment":"annual","components":[{"kind":"per_unit","unit":"seat","amount":50,"period":"month","currency":"USD"}],"description":"Trusted AI analytics for growing businesses looking to drive rapid decisions and growth","contactSales":false,"includedLimits":{"rows":"250M","users":"1000"}},{"free":false,"name":"Enterprise","summary":"Custom pricing","features":["AI-powered dashboards and automated insights","Natural-language search and data exploration","Spotter AI Agents with Unlimited LLM tokens","Analyst Studio for advanced analytics","Unlimited users and data","Multi-tenant by organization","Advanced data encryption","Enterprise support with 1 hr SLA"],"description":"Trusted AI analytics for every team, with enterprise governance and unmatched capabilities","contactSales":true,"includedLimits":{"rows":"Unlimited","users":"Unlimited"}},{"free":true,"name":"Developer","summary":"Free for 1 year","features":["Dynamic embeddable AI dashboards and visualizations","Industry leading API & SDK","Natural-language search and data exploration","Spotter AI Agents with Unlimited LLM tokens"],"components":[{"kind":"one_time","amount":0,"currency":"USD"}],"description":"For individuals and small developer teams to embed AI and analytics into apps quickly","contactSales":false,"includedLimits":{"rows":"25M","users":"10"}}],"addOns":[{"name":"Embedded for internal enterprise applications"},{"name":"Model Context Protocol (MCP) Server"},{"name":"Data prep, mashups, and modeling (Analyst Studio)"},{"name":"Advanced analysis with SQL, R, and Python (Analyst Studio)"},{"name":"In-memory data cache (Analyst Studio or Spotcache)"},{"name":"Unlimited Spotter"}],"summary":"From $25/user/mo. Free trial for 1 year.","currency":"USD","freeTier":true,"sourceUrl":"https://www.thoughtspot.com/pricing","retrievedAt":"2026-08-13T22:21:37.258Z","freeTrialDays":365,"startingPrice":{"amount":25,"period":"month","currency":"USD"},"billingPeriods":["month"]}` |
| pricing.free_tier | - | yes |
| pricing.model | commercial | freemium |
| pricing.price_level | - | mid |
| pricing.transparent | - | yes |
| reliability.status_page | yes | - |
| security.gdpr | - | yes |

## Capabilities (BI Software)

| Capability | Spotfire | ThoughtSpot |
|---|:--:|:--:|
| **Core** |  |  |
| BI paradigm | Governed dashboards | Semantic layer |
| 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 | SQL databases, Python, R, real-time data streams, time-series data, and spatial | Major data warehouses (Snowflake, Databricks, Redshift) and LLM providers |

*Source: Vioscale. Generated 2026-09-01T17:07:54.652Z. "-" = undocumented, not absent.*