# Looker vs ThoughtSpot

**Leader by vioscaleAI score:** ThoughtSpot

| Attribute | Looker | ThoughtSpot |
|---|---|---|
| **vioscaleAI score** | 51.8 (53% (medium)) | 64.4 (39% (low)) |
| adoption.stackoverflow_questions | 2,000 | - |
| content.faq | `[{"answer":"Looker is a business intelligence and embedded analytics platform owned by Google Cloud that helps organizations explore, visualize, and analyze data to support decision-making. It serves business analysts, data teams, and enterprises seeking to build dashboards, create reports, and embed analytics capabilities into custom applications.","source":"https://cloud.google.com/looker","question":"What is Looker and what is it used for?","confidence":0.95},{"answer":"LookML is Looker's proprietary data modeling language that allows developers to define semantic layers, transformations, and business logic on top of raw data. It enables organizations to create a governed, reusable data model that ensures consistent definitions and metrics across all analytics within the platform.","source":"https://docs.cloud.google.com/looker/docs/intro","question":"What is LookML and why does Looker use it?","confidence":0.9},{"answer":"Looker uses a subscription-based pricing model with three platform editions (Standard, Enterprise, and Embed) requiring annual commitments. Pricing includes both a platform fee and per-user licensing costs based on user type (Developer, Standard, or Viewer). New customers can access a free trial with 300 dollars in Google Cloud credits.","source":"https://cloud.google.com/looker/pricing","question":"What is the pricing model for Looker?","confidence":0.92},{"answer":"Looker does not offer a permanent free tier, but new users can start with a free trial that includes 300 dollars in Google Cloud credits to explore the platform's capabilities. After the trial period, a paid subscription is required to continue using the platform.","source":"https://cloud.google.com/looker/pricing","question":"Can you use Looker for free?","confidence":0.9},{"answer":"No, Looker is a commercial, proprietary software product owned by Google Cloud. The platform is not open source and requires a paid subscription license to use. Google acquired Looker in 2019 and integrates it as part of its cloud analytics offerings.","source":"https://cloud.google.com/looker","question":"Is Looker open source?","confidence":0.95},{"answer":"Embedded analytics refer to integrating Looker dashboards and visualizations directly into third-party applications or custom software, rather than accessing analytics through a separate analytics interface. Organizations use this capability to provide analytics features to end users without requiring them to log into Looker directly, enabling analytics to be embedded in customer-facing applications or internal business systems.","source":"https://docs.cloud.google.com/looker/docs/intro","question":"What are embedded analytics in Looker and when would you use them?","confidence":0.88},{"answer":"Looker provides REST APIs that developers can use to build custom applications, automate workflows, and integrate Looker functionality with other tools. Developers can work with LookML for data modeling and use the SQL Runner tool to write custom SQL queries. The APIs enable programmatic access to dashboards, queries, and user management features.","source":"https://docs.cloud.google.com/looker/docs","question":"What programming languages and APIs does Looker support for developers?","confidence":0.87},{"answer":"Looker is primarily deployed as a cloud-based service (SaaS) running on Google Cloud Platform, with customers accessing it through web browsers and mobile applications. The platform is not designed for traditional on-premises self-hosting, positioning it as a fully managed cloud solution.","source":"https://cloud.google.com/looker","question":"Is Looker cloud-only or can it be self-hosted?","confidence":0.9}]` | `[{"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 business intelligence and analytics platform offering self-service dashboards, data exploration through LookML models, and embedded analytics capabilities with support for cloud and self-hosted deployment. | 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":"nlq_search","free_tier":true,"api_access":true,"sql_editor":true,"data_modeling":true,"managed_cloud":true,"self_hostable":true,"git_versioning":true,"semantic_layer":"built_in","visualizations":true,"warehouse_native":true,"connector_breadth":"Cloud data warehouses (Snowflake confirmed), OAuth-authenticated data sources","scheduled_reports":true,"embedded_analytics":true,"transparent_pricing":false,"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 | 6 | 7 |
| integrations.list | `[{"name":"Snowflake"},{"name":"GitHub","native":true,"category":"ci_cd","direction":"bidirectional"},{"name":"GitLab","native":true,"category":"ci_cd","direction":"bidirectional"},{"name":"Bitbucket","native":true,"category":"ci_cd","direction":"bidirectional"},{"name":"BigQuery","native":true,"category":"data_warehouse","direction":"bidirectional"},{"name":"Dataplex","native":true,"category":"data_catalog","direction":"inbound"},{"name":"Cloud Storage","native":true,"category":"data_warehouse","direction":"bidirectional"},{"name":"GitHub Actions","native":true,"category":"ci_cd","direction":"inbound"},{"name":"GitLab CI","native":true,"category":"ci_cd","direction":"inbound"},{"name":"Bitbucket Pipelines","native":true,"category":"ci_cd","direction":"inbound"}]` | `[{"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":[],"availabilityScope":"global","availableCountries":["US","EU"],"notAvailableCountries":[]}` | `{"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 | no | yes |
| pricing.model | commercial | freemium |
| pricing.price_level | - | mid |
| pricing.starting_price | - | `{"amount":25,"currency":"USD"}` |
| pricing.transparent | no | yes |
| release.cadence_days | 30 | - |
| reliability.sla_pct | 99.9 | - |
| reliability.status_page | yes | - |
| security.certifications | `[{"name":"ISO/IEC 27001","status":"active","auditor":"independent third party"}]` | - |
| security.gdpr | yes | yes |
| security.iso27001 | yes | - |
| security.soc2 | yes | - |

## Capabilities (BI Software)

| Capability | Looker | ThoughtSpot |
|---|:--:|:--:|
| **Core** |  |  |
| BI paradigm | NLQ / search | 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 | Cloud data warehouses (Snowflake confirmed), OAuth-authenticated data sources | Major data warehouses (Snowflake, Databricks, Redshift) and LLM providers |

*Source: vioscaleAI. Generated 2026-10-16T19:18:25.261Z. "-" = undocumented, not absent.*