# Cube vs ThoughtSpot

**Leader by vioscaleAI score:** Cube

| Attribute | Cube | ThoughtSpot |
|---|---|---|
| **vioscaleAI score** | 75.2 (73% (medium)) | 64.4 (39% (low)) |
| content.faq | `[{"answer":"Cube is a business intelligence platform that unifies how metrics and business logic are defined and used across analytics interfaces. Organizations build a semantic model once, then access it through dashboards, AI chat, embedded surfaces, and APIs — available as a managed cloud service or self-hosted deployment. It is indexed under BI Software.","source":"https://cube.dev/pricing","question":"What is Cube?","confidence":0.6},{"answer":"Cube offers a free tier, so you can start without paying. Paid plans start at $0.15 per hour. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://cube.dev/pricing","question":"Is Cube free?","confidence":0.6},{"answer":"Cube supports the web, Linux and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://cube.dev/pricing","question":"What platforms does Cube support?","confidence":0.6},{"answer":"Yes. Cube can be deployed cloud / SaaS, hybrid and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://cube.dev/pricing","question":"Can Cube be self-hosted?","confidence":0.6},{"answer":"We have confirmed 21 integrations for Cube, including Notion, Linear, Sentry, Attio, Google Sheets, Excel, dbt and Okta, plus 13 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://cube.dev/pricing","question":"What does Cube integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, HIPAA and GDPR for Cube. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Cube not holding them. Always confirm compliance directly before you rely on it.","source":"https://cube.dev/security","question":"What security certifications does Cube have?","confidence":0.7},{"answer":"Cube is available worldwide. Its primary market is the United States.","source":"https://cube.dev/pricing","question":"Where is Cube available?","confidence":0.5}]` | `[{"answer":"ThoughtSpot is an analytics platform powered by AI agents that enables business teams to explore data through natural language queries, create interactive dashboards, and embed analytics into applications. It uses a built-in semantic layer to ensure consistent, verified insights across the organization. It is indexed under BI Software.","source":"https://www.thoughtspot.com/pricing","question":"What is ThoughtSpot?","confidence":0.6},{"answer":"ThoughtSpot offers a free tier, so you can start without paying. Paid plans start at $25 per user per month. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://www.thoughtspot.com/pricing","question":"Is ThoughtSpot free?","confidence":0.6},{"answer":"ThoughtSpot supports the web, iOS and Android. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.thoughtspot.com/pricing","question":"What platforms does ThoughtSpot support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for ThoughtSpot, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://www.thoughtspot.com/pricing","question":"Can ThoughtSpot be self-hosted?","confidence":0.6},{"answer":"We have confirmed 10 integrations for ThoughtSpot, including Snowflake, Databricks, Amazon Redshift, OpenAI, Google Gemini, Claude, Model Context Protocol (MCP) connectors and dbt, plus 2 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.thoughtspot.com/pricing","question":"What does ThoughtSpot integrate with?","confidence":0.6},{"answer":"We have independently confirmed GDPR for ThoughtSpot. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as ThoughtSpot not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.thoughtspot.com/trust/ai-principles","question":"What security certifications does ThoughtSpot have?","confidence":0.7}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true}` |
| description.long | A modern analytics platform that combines a semantic layer with dashboard, workbook, and conversational AI interfaces to serve teams and autonomous agents. Users query data through dashboards, natural language chat, or APIs, while the semantic layer ensures consistent metric definitions and business logic across all tools and workflows. | Cloud-based analytics platform combining natural language querying, governed data preparation, and embedded analytics capabilities. Enables teams to prepare data, define metrics once, and deliver trusted insights across dashboards, applications, and workflows using AI-powered agentic analytics. |
| features.capabilities | `{"nlq_ai":true,"hosting":"both","rls_sso":true,"paradigm":"semantic_layer","free_tier":true,"api_access":true,"dbt_native":true,"data_modeling":true,"managed_cloud":true,"self_hostable":true,"git_versioning":true,"semantic_layer":"built_in","visualizations":true,"warehouse_native":true,"connector_breadth":"50+ data sources plus MCP connectors","scheduled_reports":true,"embedded_analytics":true,"transparent_pricing":true,"self_serve_dashboards":true}` | `{"nlq_ai":true,"hosting":"cloud","rls_sso":true,"paradigm":"semantic_layer","free_tier":true,"api_access":true,"dbt_native":true,"sql_editor":true,"data_modeling":true,"managed_cloud":true,"self_hostable":false,"git_versioning":true,"semantic_layer":"built_in","visualizations":true,"warehouse_native":true,"connector_breadth":"Major data warehouses (Snowflake, Databricks, Redshift) and LLM providers","scheduled_reports":true,"embedded_analytics":true,"transparent_pricing":true,"self_serve_dashboards":true}` |
| integrations.count | 16 | 7 |
| integrations.list | `[{"name":"Notion"},{"name":"Linear"},{"name":"Sentry"},{"name":"Attio"},{"name":"Google Sheets"},{"name":"Excel"},{"name":"dbt"},{"name":"Okta"},{"name":"Power BI"},{"name":"Slack","native":true,"category":"chat","direction":"bidirectional"},{"name":"Claude","native":true,"category":"ai","direction":"bidirectional"},{"name":"ChatGPT","native":true,"category":"ai","direction":"bidirectional"},{"name":"Cursor","native":true,"category":"ai","direction":"bidirectional"},{"name":"Snowflake","native":true,"category":"data_warehouse","direction":"inbound"},{"name":"Databricks","native":true,"category":"data_warehouse","direction":"inbound"},{"name":"BigQuery","native":true,"category":"data_warehouse","direction":"inbound"},{"name":"Presto","native":true,"category":"query_engine","direction":"inbound"},{"name":"Amazon Athena","native":true,"category":"query_engine","direction":"inbound"},{"name":"Postgres","native":true,"category":"database","direction":"inbound"},{"name":"ClickHouse","native":true,"category":"database","direction":"inbound"},{"name":"Tableau","native":true,"category":"bi","direction":"outbound"}]` | `[{"name":"Snowflake"},{"name":"Databricks"},{"name":"Amazon Redshift"},{"name":"OpenAI"},{"name":"Google Gemini"},{"name":"Claude"},{"name":"Snowflake Cortex"},{"name":"Model Context Protocol (MCP) connectors"},{"name":"Redshift","native":true,"category":"data_warehouse"},{"name":"dbt","native":true,"category":"data_transformation"},{"name":"ChatGPT","category":"llm","direction":"bidirectional"},{"name":"Apache Ossie","native":true,"category":"data_warehouse"},{"name":"BigQuery","native":true,"category":"data_warehouse","direction":"inbound"},{"name":"PostgreSQL","native":true,"category":"database","direction":"inbound"},{"name":"Excel","native":true,"category":"spreadsheet","direction":"inbound"},{"name":"Google Sheets","native":true,"category":"spreadsheet","direction":"inbound"}]` |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"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":{"compute":"10K shared","query_history_retention":"1 day"}},{"free":false,"name":"Starter","summary":"$40/developer/month","features":["Everything in Free","Extended limits on agents","Use premium LLMs","Unlimited workbooks","Extended query limit","Production deployment compute","Cube Store caching","Semantic Layer Sync","Observability & high-availability","dbt integration","Custom Roles"],"commitment":"monthly","components":[{"kind":"per_unit","unit":"developer","amount":40,"period":"month","currency":"USD"},{"kind":"fixed","amount":0.6,"period":"hour","currency":"USD","description":"Dedicated deployment"},{"kind":"fixed","amount":0.15,"period":"hour","currency":"USD","description":"Additional API instance"},{"kind":"fixed","amount":0.15,"period":"hour","currency":"USD","description":"Cube Store caching (small worker)"}],"description":"For professionals streamlining data workflows","contactSales":false,"includedLimits":{"compute":"50K dedicated","query_history_retention":"7 days"}},{"free":false,"name":"Premium","summary":"$80/developer/month + $20/explorer/month","features":["Everything in Starter","Explorer role","Viewer role","Embedded dashboards","Embedded analytics chat","Unlimited queries","99.950% Uptime SLA","Custom Domains","Multi-cluster Deployment","Performance Insights","Single Sign-On (SSO)","Audit Logging"],"commitment":"monthly","components":[{"kind":"per_unit","unit":"developer","amount":80,"period":"month","currency":"USD"},{"kind":"per_unit","unit":"explorer","amount":20,"period":"month","currency":"USD"},{"kind":"fixed","amount":1.2,"period":"hour","currency":"USD","description":"Dedicated deployment per cluster"},{"kind":"fixed","amount":0.3,"period":"hour","currency":"USD","description":"Additional API instance"},{"kind":"fixed","amount":0.3,"period":"hour","currency":"USD","description":"Cube Store caching (medium worker)"}],"description":"For teams scaling analytics and collaboration","contactSales":false,"includedLimits":{"compute":"Unlimited","query_history_retention":"7 days"}},{"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","Advanced Networking Security (VPC Peering, AWS PrivateLink)"],"commitment":"annual","description":"For enterprises demanding security and support","contactSales":true}],"summary":"From $40/developer/month; free tier available","currency":"USD","freeTier":true,"sourceUrl":"https://cube.dev/pricing","retrievedAt":"2026-09-03T22:15:44.664Z","startingPrice":{"unit":"explorer","amount":20,"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.starting_price | `{"amount":20,"currency":"USD"}` | `{"amount":25,"currency":"USD"}` |
| 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: vioscaleAI. Generated 2026-10-16T19:14:41.473Z. "-" = undocumented, not absent.*