# Cube vs ThoughtSpot

| Attribute | Cube | ThoughtSpot |
|---|---|---|
| **Vioscale score** | 74.2 (73% (medium)) | 71.4 (39% (low)) |
| deployment.options | `{"cloud":true,"hybrid":true,"self_hosted":true}` | `{"cloud":true}` |
| description.long | AI-native analytics platform combining business intelligence and embedded analytics. Grounds all answers in a governed semantic model to ensure consistency and reliability across chat, workbooks, dashboards, and AI agents. | 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,"rls_sso":true,"paradigm":"semantic_layer","free_tier":true,"dbt_native":true,"managed_cloud":true,"self_hostable":true,"semantic_layer":"built_in","warehouse_native":true,"connector_breadth":"50+ data sources plus MCP connectors","scheduled_reports":true,"embedded_analytics":true,"transparent_pricing":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 | 9 | 8 |
| integrations.list | `[{"name":"Notion"},{"name":"Linear"},{"name":"Sentry"},{"name":"Attio"},{"name":"Google Sheets"},{"name":"Excel"},{"name":"dbt"},{"name":"Okta"},{"name":"Power BI"}]` | `[{"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":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"ios":true,"web":true,"android":true}` |
| pricing | `{"type":"subscription","plans":[{"free":true,"name":"Free","summary":"Free forever","features":["Connect any data source","Model in semantic layer IDE","Explore data in workbooks","Publish workbooks as dashboards","Semantic model agent","Workbooks and dashboards agent","Analytics chat"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"For hobbyists completing small projects and showcasing work","contactSales":false,"includedLimits":{"queries_daily":"1,000"}},{"free":false,"name":"Starter","summary":"$40/developer/month","features":["Everything in Free","Extended limits on agents","Use premium LLMs","Unlimited workbooks","Production deployment compute","Cube Store caching","Semantic Layer Sync","Observability & high-availability"],"commitment":"monthly","components":[{"kind":"per_unit","unit":"developer","amount":40,"period":"month","currency":"USD"}],"description":"For professionals streamlining data workflows","contactSales":false,"includedLimits":{"queries_daily":"10K-Shared or 50K Dedicated"}},{"free":false,"name":"Premium","summary":"$80/developer/month","features":["Everything in Starter","Explorer and Viewer roles","Embedded dashboards","Embedded analytics chat","Unlimited queries","99.950% Uptime SLA","Custom Domains","Multi-cluster Deployment","Performance Insights"],"commitment":"monthly","components":[{"kind":"per_unit","unit":"developer","amount":80,"period":"month","currency":"USD"}],"description":"For teams scaling analytics and collaboration","contactSales":false,"includedLimits":{"queries":"Unlimited"}},{"free":false,"name":"Enterprise","summary":"Custom pricing","features":["Everything in Premium","99.990% Uptime SLA","Dedicated single tenant installation","Bring Your Own Cloud (BYOC)","Bring Your Own LLM (BYOLLM)","SSO with SAML 2.0","Workspace Access Control","DAX API for Power BI"],"description":"For enterprises demanding security and support","contactSales":true}],"addOns":[{"name":"Dedicated Deployment","components":[{"kind":"fixed","amount":0.6,"period":"hour","currency":"USD"}]},{"name":"Multi-cluster Deployment","components":[{"kind":"fixed","amount":1.2,"period":"hour","currency":"USD"}]},{"name":"API Instances","components":[{"kind":"fixed","amount":0.15,"period":"hour","currency":"USD"}]},{"name":"Cube Store Caching","components":[{"kind":"fixed","amount":0.15,"period":"hour","currency":"USD"}]}],"summary":"From $40/developer/month. Free tier available.","currency":"USD","freeTier":true,"sourceUrl":"https://cube.dev/pricing","retrievedAt":"2026-08-13T20:44:25.685Z","startingPrice":{"amount":40,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` | `{"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 | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | mid | mid |
| pricing.transparent | yes | yes |
| reliability.sla_pct | 99.95 | - |
| reliability.status_page | yes | - |
| security.gdpr | yes | yes |
| security.hipaa | yes | - |
| security.soc2 | yes | - |

## Capabilities (BI Software)

| Capability | Cube | ThoughtSpot |
|---|:--:|:--:|
| **Core** |  |  |
| BI paradigm | Semantic layer | Semantic layer |
| Semantic / modelling layer | Built-in | 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 | 50+ data sources plus MCP connectors | Major data warehouses (Snowflake, Databricks, Redshift) and LLM providers |

*Source: Vioscale. Generated 2026-09-01T16:29:45.094Z. "-" = undocumented, not absent.*