# Lightdash vs Preset

**Leader by vioscaleAI score:** Preset

| Attribute | Lightdash | Preset |
|---|---|---|
| **vioscaleAI score** | 64.2 (73% (medium)) | 74.2 (68% (medium)) |
| activity.commits_last_30d | 100 | - |
| adoption.dependent_repos | 14 | - |
| adoption.github_stars | 6,185 | - |
| content.faq | `[{"answer":"A BI platform that anchors analytics in dbt-defined metrics and provides a governed semantic layer for organizations. Teams define metrics, joins, and business logic once, then access the data through dashboards, AI-powered Q&A, embedded analytics, or custom data applications, all with consistent governance and user permissions. It is indexed under BI Software.","source":"https://www.lightdash.com/pricing","question":"What is Lightdash?","confidence":0.6},{"answer":"Lightdash offers a free tier, so you can start without paying. Paid plans start at $3000 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.lightdash.com/pricing","question":"Is Lightdash free?","confidence":0.6},{"answer":"Lightdash supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.lightdash.com/pricing","question":"What platforms does Lightdash support?","confidence":0.6},{"answer":"Yes. Lightdash can be deployed cloud / SaaS, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.lightdash.com/pricing","question":"Can Lightdash be self-hosted?","confidence":0.6},{"answer":"We have confirmed 19 integrations for Lightdash, including BigQuery, Snowflake, Redshift, Databricks, Postgres, Trino, ClickHouse and Athena, plus 11 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.lightdash.com/pricing","question":"What does Lightdash integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, HIPAA and GDPR for Lightdash. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Lightdash not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.lightdash.com/pricing","question":"What security certifications does Lightdash have?","confidence":0.6},{"answer":"Lightdash is available worldwide. Its primary markets are the United States and the EU. The vendor is headquartered in the United Kingdom.","source":"https://www.lightdash.com/pricing","question":"Where is Lightdash available?","confidence":0.75}]` | `[{"answer":"A managed analytics platform offering cloud, on-premises, and embedded deployment options for creating interactive dashboards and charts. Built on Apache Superset with features including SQL editing, semantic layers, row-level security, and AI-driven chatbot capabilities for natural language queries. It is indexed under BI Software.","source":"https://preset.io/pricing/","question":"What is Preset?","confidence":0.6},{"answer":"Preset offers a free tier, so you can start without paying. Paid plans start at $20 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://preset.io/pricing/","question":"Is Preset free?","confidence":0.6},{"answer":"We have confirmed browser-based access to Preset. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://preset.io/pricing/","question":"What platforms does Preset support?","confidence":0.6},{"answer":"Yes. Preset can be deployed cloud / SaaS, hybrid and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://preset.io/pricing/","question":"Can Preset be self-hosted?","confidence":0.6},{"answer":"We have confirmed 11 integrations for Preset, including Slack, dbt, Claude, Cursor, MCP-compatible AI tools, Auth0, Azure and Google, plus 3 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://preset.io/pricing/","question":"What does Preset integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for Preset. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Preset not holding them. Always confirm compliance directly before you rely on it.","source":"https://preset.io/trust-and-security/","question":"What security certifications does Preset have?","confidence":0.7},{"answer":"Preset is available worldwide. Its primary markets are the United States and the EU. The vendor is headquartered in the United States.","source":"https://preset.io/pricing/","question":"Where is Preset available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true,"hybrid":true,"self_hosted":true}` |
| description.long | An agentic BI platform that defines trusted metrics and business logic in dbt, then powers self-serve analytics across dashboards, natural-language AI agents, and embedded data apps. Available as open-source for self-hosting or managed cloud. | A managed analytics platform offering cloud, on-premises, and embedded deployment options for creating interactive dashboards and charts. Built on Apache Superset with features including SQL editing, semantic layers, row-level security, and AI-driven chatbot capabilities for natural language queries. |
| features.capabilities | `{"nlq_ai":true,"hosting":"both","rls_sso":true,"paradigm":"governed_dashboards","free_tier":true,"dbt_native":true,"data_modeling":true,"managed_cloud":true,"self_hostable":true,"git_versioning":true,"semantic_layer":"dbt","visualizations":true,"warehouse_native":true,"connector_breadth":"9 data warehouses (BigQuery, Snowflake, Redshift, Databricks, Postgres, Trino, C","scheduled_reports":true,"embedded_analytics":true,"transparent_pricing":true,"self_serve_dashboards":true}` | `{"nlq_ai":true,"rls_sso":true,"paradigm":"governed_dashboards","free_tier":true,"dbt_native":true,"managed_cloud":true,"self_hostable":true,"semantic_layer":"built_in","warehouse_native":true,"connector_breadth":"Popular SQL databases with 40+ visualization types","scheduled_reports":true,"embedded_analytics":true,"transparent_pricing":true}` |
| integrations.count | 13 | 12 |
| integrations.list | `[{"name":"BigQuery"},{"name":"Snowflake"},{"name":"Redshift"},{"name":"Databricks"},{"name":"Postgres"},{"name":"Trino"},{"name":"ClickHouse"},{"name":"Athena"},{"name":"DuckDB"},{"name":"GitHub"},{"name":"GitLab"},{"name":"Azure DevOps"},{"name":"Bitbucket"},{"name":"Slack"},{"name":"Microsoft Teams"},{"name":"Google Sheets"},{"name":"dbt"},{"name":"Rollstack"},{"name":"MotherDuck"},{"name":"Google Slides","native":true,"category":"presentations","direction":"outbound"},{"name":"PowerPoint","native":true,"category":"presentations","direction":"outbound"}]` | `[{"name":"Slack"},{"name":"dbt"},{"name":"Claude"},{"name":"Cursor"},{"name":"MCP-compatible AI tools"},{"name":"Auth0"},{"name":"Azure"},{"name":"Google"},{"name":"Okta"},{"name":"AWS"},{"name":"GCP"},{"name":"Azure (cloud deployment regions)"}]` |
| language.primary | TypeScript | - |
| market.availability | `{"hqCountry":"GB","primaryMarkets":["US","EU"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":["US","EU"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"web":true}` |
| pricing | `{"type":"hybrid","plans":[{"free":true,"name":"Open Source","summary":"Free, self-hosted, community support","features":["Unlimited seats","Data explorer and report builder","Native dbt integration","Scheduled deliveries","Alerting","Google Sheets sync","SQL runner","Private spaces","Global search","Version history (3 days)","Basic usage analytics","API & webhooks","Smart caching","Pre-aggregates","8 data warehouse connections","4 git platform integrations"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Self-hosted core BI for teams managing their own infrastructure","contactSales":false},{"free":false,"name":"Cloud Pro","summary":"$3,000/month flat rate, unlimited users and visualizations","features":["Unlimited users","Unlimited visualizations","Native dbt integration with open semantic layer","Scheduled reports and alerting","Dashboards as code","Metrics catalog and governed explorer","AI agents for natural language queries","MCP (Model Context Protocol) support","Dedicated human support","Guided onboarding and training sessions","Automated migration from other BI tools","Version history (30 days)","Advanced usage analytics","Embedding via iframe and React SDK (add-on)","US and EU deployment regions","SSO via Google, Okta, Azure, custom OIDC"],"components":[{"kind":"fixed","amount":3000,"period":"month","currency":"USD"}],"description":"Managed cloud platform with unlimited users, AI agents, and governance","contactSales":false},{"free":false,"name":"Enterprise","summary":"Custom pricing, available on-premises or cloud","features":["All Cloud Pro features, plus:","Cloud or on-premises deployment","SAML 2.0 and SCIM 2.0 provisioning","Advanced user management with custom roles","SOC 2 Type II compliance","HIPAA and BAA support","Hands-on migration with on-site assistance","Priority support with 8-hour response SLA","Dedicated account manager","Dedicated Slack support channel","Early access to new features","Version history (60 days)","Custom usage analytics","Custom deployment regions"],"description":"Custom deployment and advanced security for large-scale deployments","contactSales":true}],"addOns":[{"name":"Embedding per load","components":[{"per":{"qty":1,"unit":"load"},"kind":"metered","amount":0.05,"currency":"USD"}]},{"name":"Embedding predictable","components":[{"kind":"fixed","amount":790,"period":"month","currency":"USD"}]},{"name":"HIPAA BAA (Cloud Pro)","components":[{"kind":"fixed","amount":490,"period":"month","currency":"USD"}]},{"name":"Data Apps"}],"summary":"Open source free tier, Cloud Pro at $3,000/month (unlimited users), Enterprise custom. No per-seat pricing.","currency":"USD","freeTier":true,"sourceUrl":"https://www.lightdash.com/pricing","retrievedAt":"2026-08-14T13:45:42.627Z","freeTrialDays":21,"startingPrice":{"amount":3000,"period":"month","currency":"USD"},"billingPeriods":["month"]}` | `{"type":"subscription","plans":[{"free":true,"name":"Starter","summary":"Free forever for up to 5 users","features":["Unlimited dashboards & charts","40+ visualization types","No-code chart builder","Collaborative SQL editor","Semantic layer","In-depth docs & tutorials"],"minSeats":5,"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Explore Superset in the cloud, free forever for small teams","contactSales":false,"includedLimits":{"users":"5","workspaces":"1"}},{"free":false,"name":"Professional","summary":"$20/user/month (billed annually) or $25/user/month (billed monthly). 14-day free trial included","features":["Unlimited users","3 workspaces","Role-based access controls (RBAC)","Scheduled email reports & alerts","Slack integration for alerts","Multi-region support","Standard customer support","AI Chatbot trial (14 days)"],"commitment":"annual","components":[{"kind":"per_unit","unit":"seat","amount":20,"period":"month","currency":"USD"}],"description":"Collaborate securely with your entire organization","contactSales":false},{"free":false,"name":"Enterprise","summary":"Custom pricing. Volume discounts available","features":["Additional workspaces","dbt integration","Managed Private Cloud deployment","Database connection via SSH tunnels","Single sign-on (SSO) + SCIM integration","Audit logs & usage metrics","Enterprise SLA","AI Chatbot with bring-your-own API key","MCP Server integration"],"description":"Deployment at scale with AI agent access for large organizations","contactSales":true}],"addOns":[{"name":"Embedded dashboard viewer licenses","components":[{"kind":"fixed","amount":500,"period":"month","currency":"USD","description":"for 50 licenses"}]},{"name":"API access"},{"name":"Dedicated support via Slack"}],"summary":"From $20/user/month (billed annually). Free tier available. Enterprise custom pricing.","currency":"USD","freeTier":true,"sourceUrl":"https://preset.io/pricing/","retrievedAt":"2026-08-13T22:22:12.325Z","freeTrialDays":14,"startingPrice":{"amount":20,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | low | mid |
| pricing.transparent | yes | yes |
| release.history | `[{"url":"https://github.com/lightdash/lightdash/releases/tag/2.576.1","date":"2026-10-13T15:01:24Z","type":"stable","version":"2.576.1"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.576.0","date":"2026-10-13T13:28:45Z","type":"stable","version":"2.576.0"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.575.4","date":"2026-10-13T12:27:41Z","type":"stable","version":"2.575.4"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.575.3","date":"2026-10-13T11:39:39Z","type":"stable","version":"2.575.3"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.575.2","date":"2026-10-13T11:27:25Z","type":"stable","version":"2.575.2"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.575.1","date":"2026-10-13T09:07:30Z","type":"stable","version":"2.575.1"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.575.0","date":"2026-10-13T08:21:30Z","type":"stable","version":"2.575.0"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.574.0","date":"2026-10-13T03:54:23Z","type":"stable","version":"2.574.0"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.573.4","date":"2026-10-13T03:12:31Z","type":"stable","version":"2.573.4"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.573.3","date":"2026-10-13T01:07:33Z","type":"stable","version":"2.573.3"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.573.2","date":"2026-10-13T00:06:51Z","type":"stable","version":"2.573.2"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.573.1","date":"2026-10-12T23:04:18Z","type":"stable","version":"2.573.1"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.573.0","date":"2026-10-12T22:26:24Z","type":"stable","version":"2.573.0"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.572.1","date":"2026-10-12T22:10:21Z","type":"stable","version":"2.572.1"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.572.0","date":"2026-10-12T20:23:40Z","type":"stable","version":"2.572.0"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.571.2","date":"2026-10-12T18:14:07Z","type":"stable","version":"2.571.2"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.571.1","date":"2026-10-12T17:20:16Z","type":"stable","version":"2.571.1"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.571.0","date":"2026-10-12T17:04:02Z","type":"stable","version":"2.571.0"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.570.0","date":"2026-10-12T16:59:15Z","type":"stable","version":"2.570.0"},{"url":"https://github.com/lightdash/lightdash/releases/tag/2.569.0","date":"2026-10-12T15:58:39Z","type":"stable","version":"2.569.0"}]` | - |
| reliability.status_page | yes | yes |
| security.certifications | `[{"name":"SOC 2 Type II","level":"Type II","status":"active"}]` | - |
| security.disclosure_policy | - | yes |
| security.gdpr | yes | yes |
| security.hipaa | yes | yes |
| security.iso27001 | - | yes |
| security.pci | - | yes |
| security.soc2 | yes | yes |
| security.trust_center | - | https://preset.io/privacy-policy/ |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=npm&package_name=%40lightdash%2Fcommon&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (BI Software)

| Capability | Lightdash | Preset |
|---|:--:|:--:|
| **Core** |  |  |
| BI paradigm | Governed dashboards | Governed dashboards |
| Semantic / modelling layer | dbt metrics | 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 | 9 data warehouses (BigQuery, Snowflake, Redshift, Databricks, Postgres, Trino, C | Popular SQL databases with 40+ visualization types |

*Source: vioscaleAI. Generated 2026-10-16T19:03:34.348Z. "-" = undocumented, not absent.*