{"data":{"slug":"dbt-core","name":"dbt Core","tagline":"","homepage":"https://www.getdbt.com","category":{"slug":"data-engineering","name":"Data Engineering Tools"},"vendor":null,"score":{"composite":62.4,"confidence":0.59,"confidenceBand":"medium","breakdown":{"price_level":{"value":25,"weight":0.058,"present":true,"contribution":1.5},"reliability":{"value":50,"weight":0.082,"present":true,"contribution":4.1},"capabilities":{"value":81.2,"weight":0.094,"present":true,"contribution":7.6},"github_stars":{"value":77.9,"weight":0.029,"present":true,"contribution":2.3},"integrations":{"value":24.3,"weight":0.175,"present":true,"contribution":4.3},"github_activity":{"value":63.1,"weight":0.105,"present":true,"contribution":6.6},"release_cadence":{"value":98.9,"weight":0.058,"present":true,"contribution":5.7},"security_posture":{"value":25,"weight":0.082,"present":true,"contribution":2.1},"package_downloads":{"value":95.1,"weight":0.152,"present":true,"contribution":14.5},"pricing_transparency":{"value":100,"weight":0.094,"present":true,"contribution":9.4},"stackoverflow_activity":{"value":0,"weight":0.07,"present":false,"contribution":0}},"computedAt":"2026-08-05T13:13:23.052Z"},"uri":"https://www.vioscale.ai/software/dbt-core","aliases":["dbt-core"],"status":"active","facts":{"activity":[{"attribute":"activity.commits_last_30d","value":100,"provenance":{"source":"https://github.com/dbt-labs/dbt-core/pulse","sourceType":"crawler:github","retrievedAt":"2026-07-31T12:50:20.058Z","confidence":0.65,"snapshotRef":null}}],"adoption":[{"attribute":"adoption.github_stars","value":13551,"provenance":{"source":"https://github.com/dbt-labs/dbt-core","sourceType":"crawler:github","retrievedAt":"2026-07-31T12:50:20.058Z","confidence":0.9,"snapshotRef":null}},{"attribute":"adoption.package_downloads_weekly","value":21005917,"provenance":{"source":"https://pypistats.org/packages/dbt-core","sourceType":"crawler:pypi","retrievedAt":"2026-07-31T12:50:20.044Z","confidence":0.85,"snapshotRef":null}}],"language":[{"attribute":"language.primary","value":"Rust","provenance":{"source":"https://github.com/dbt-labs/dbt-core","sourceType":"crawler:github","retrievedAt":"2026-07-31T12:50:20.058Z","confidence":0.63,"snapshotRef":null}}],"license":[{"attribute":"license.spdx","value":"Apache-2.0","provenance":{"source":"https://github.com/dbt-labs/dbt-core","sourceType":"crawler:github","retrievedAt":"2026-07-31T12:50:20.058Z","confidence":0.95,"snapshotRef":null}}],"pricing":[{"attribute":"pricing.model","value":"freemium","provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing","value":{"type":"hybrid","plans":[{"free":true,"name":"Developer","summary":"Free","features":["Browser-based IDE","Multi-factor authentication (MFA)","Job scheduling","Keep on the latest dbt release"],"minSeats":1,"description":"The fastest way to get started with dbt","contactSales":false,"includedLimits":{"seats":"1","projects":"1","successful_models_per_month":"3,000"}},{"free":false,"name":"Starter","summary":"$100/seat/month","features":["All Developer features","dbt Catalog basic","dbt Semantic Layer basic","dbt Copilot code generation","API access"],"minSeats":5,"components":[{"kind":"per_unit","unit":"seat","amount":100,"period":"month","currency":"USD"}],"description":"Pay as you go pricing for your first dbt project","contactSales":false,"includedLimits":{"seats":"5","projects":"1","queried_metrics_per_month":"5,000","successful_models_per_month":"15,000"}},{"free":false,"name":"Enterprise","summary":"Custom pricing","features":["All Starter features","dbt Catalog advanced","dbt Semantic Layer advanced","dbt Copilot","dbt Canvas","dbt Insights","dbt Mesh Enterprise"],"contactSales":true,"includedLimits":{"projects":"30","queried_metrics_per_month":"20,000","successful_models_per_month":"100,000"}},{"free":false,"name":"Enterprise+","summary":"Custom pricing","features":["All Enterprise features","PrivateLink","IP Restrictions","Rollback","Hybrid projects"],"contactSales":true,"includedLimits":{"projects":"Unlimited","queried_metrics_per_month":"20,000","successful_models_per_month":"100,000"}}],"summary":"Free Developer tier, $100/seat/month for Starter, custom pricing for Enterprise","currency":"USD","freeTier":true,"sourceUrl":"https://www.getdbt.com","retrievedAt":"2026-08-05T13:08:54.690Z","freeTrialDays":14,"startingPrice":{"amount":100,"period":"month","currency":"USD"},"billingPeriods":["month"]},"provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing.free_tier","value":true,"provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing.price_level","value":"high","provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing.starting_gbp","value":100,"provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing.transparent","value":true,"provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}}],"release":[{"attribute":"release.cadence_days","value":2,"provenance":{"source":"https://github.com/dbt-labs/dbt-core/releases","sourceType":"crawler:github","retrievedAt":"2026-07-31T12:50:20.058Z","confidence":0.7,"snapshotRef":null}}],"deployment":[{"attribute":"deployment.options","value":{"cloud":true,"self_hosted":true},"provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}}],"features":[{"attribute":"features.capabilities","value":{"role":"transform","lineage":true,"paradigm":"batch","dbt_native":true,"data_quality":true,"elt_pushdown":true,"python_first":false,"managed_cloud":true,"self_hosted_oss":true},"provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}}],"integrations":[{"attribute":"integrations.count","value":6,"provenance":{"source":"https://www.getdbt.com","sourceType":"crawler:website","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"integrations.list","value":[{"name":"Tableau"},{"name":"Fivetran"},{"name":"OpenAI"},{"name":"Snowflake"},{"name":"Azure AI"},{"name":"Databricks"}],"provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}}],"market":[{"attribute":"market.availability","value":{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]},"provenance":{"source":"https://www.getdbt.com","sourceType":"crawler:website","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.5,"snapshotRef":null}}],"platform":[{"attribute":"platform.support","value":{"cli":true,"web":true},"provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}}],"reliability":[{"attribute":"reliability.status_page","value":true,"provenance":{"source":"https://status.getdbt.com","sourceType":"crawler:website","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}}],"security":[{"attribute":"security.iso27001","value":true,"provenance":{"source":"https://www.getdbt.com/security","sourceType":"crawler:website","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.75,"snapshotRef":null}}]},"factList":[{"attribute":"activity.commits_last_30d","value":100,"provenance":{"source":"https://github.com/dbt-labs/dbt-core/pulse","sourceType":"crawler:github","retrievedAt":"2026-07-31T12:50:20.058Z","confidence":0.65,"snapshotRef":null}},{"attribute":"adoption.github_stars","value":13551,"provenance":{"source":"https://github.com/dbt-labs/dbt-core","sourceType":"crawler:github","retrievedAt":"2026-07-31T12:50:20.058Z","confidence":0.9,"snapshotRef":null}},{"attribute":"adoption.package_downloads_weekly","value":21005917,"provenance":{"source":"https://pypistats.org/packages/dbt-core","sourceType":"crawler:pypi","retrievedAt":"2026-07-31T12:50:20.044Z","confidence":0.85,"snapshotRef":null}},{"attribute":"language.primary","value":"Rust","provenance":{"source":"https://github.com/dbt-labs/dbt-core","sourceType":"crawler:github","retrievedAt":"2026-07-31T12:50:20.058Z","confidence":0.63,"snapshotRef":null}},{"attribute":"license.spdx","value":"Apache-2.0","provenance":{"source":"https://github.com/dbt-labs/dbt-core","sourceType":"crawler:github","retrievedAt":"2026-07-31T12:50:20.058Z","confidence":0.95,"snapshotRef":null}},{"attribute":"pricing.model","value":"freemium","provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"release.cadence_days","value":2,"provenance":{"source":"https://github.com/dbt-labs/dbt-core/releases","sourceType":"crawler:github","retrievedAt":"2026-07-31T12:50:20.058Z","confidence":0.7,"snapshotRef":null}},{"attribute":"deployment.options","value":{"cloud":true,"self_hosted":true},"provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"features.capabilities","value":{"role":"transform","lineage":true,"paradigm":"batch","dbt_native":true,"data_quality":true,"elt_pushdown":true,"python_first":false,"managed_cloud":true,"self_hosted_oss":true},"provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"integrations.count","value":6,"provenance":{"source":"https://www.getdbt.com","sourceType":"crawler:website","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"integrations.list","value":[{"name":"Tableau"},{"name":"Fivetran"},{"name":"OpenAI"},{"name":"Snowflake"},{"name":"Azure AI"},{"name":"Databricks"}],"provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"market.availability","value":{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]},"provenance":{"source":"https://www.getdbt.com","sourceType":"crawler:website","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.5,"snapshotRef":null}},{"attribute":"platform.support","value":{"cli":true,"web":true},"provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing","value":{"type":"hybrid","plans":[{"free":true,"name":"Developer","summary":"Free","features":["Browser-based IDE","Multi-factor authentication (MFA)","Job scheduling","Keep on the latest dbt release"],"minSeats":1,"description":"The fastest way to get started with dbt","contactSales":false,"includedLimits":{"seats":"1","projects":"1","successful_models_per_month":"3,000"}},{"free":false,"name":"Starter","summary":"$100/seat/month","features":["All Developer features","dbt Catalog basic","dbt Semantic Layer basic","dbt Copilot code generation","API access"],"minSeats":5,"components":[{"kind":"per_unit","unit":"seat","amount":100,"period":"month","currency":"USD"}],"description":"Pay as you go pricing for your first dbt project","contactSales":false,"includedLimits":{"seats":"5","projects":"1","queried_metrics_per_month":"5,000","successful_models_per_month":"15,000"}},{"free":false,"name":"Enterprise","summary":"Custom pricing","features":["All Starter features","dbt Catalog advanced","dbt Semantic Layer advanced","dbt Copilot","dbt Canvas","dbt Insights","dbt Mesh Enterprise"],"contactSales":true,"includedLimits":{"projects":"30","queried_metrics_per_month":"20,000","successful_models_per_month":"100,000"}},{"free":false,"name":"Enterprise+","summary":"Custom pricing","features":["All Enterprise features","PrivateLink","IP Restrictions","Rollback","Hybrid projects"],"contactSales":true,"includedLimits":{"projects":"Unlimited","queried_metrics_per_month":"20,000","successful_models_per_month":"100,000"}}],"summary":"Free Developer tier, $100/seat/month for Starter, custom pricing for Enterprise","currency":"USD","freeTier":true,"sourceUrl":"https://www.getdbt.com","retrievedAt":"2026-08-05T13:08:54.690Z","freeTrialDays":14,"startingPrice":{"amount":100,"period":"month","currency":"USD"},"billingPeriods":["month"]},"provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing.free_tier","value":true,"provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing.price_level","value":"high","provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing.starting_gbp","value":100,"provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"pricing.transparent","value":true,"provenance":{"source":"https://www.getdbt.com","sourceType":"assisted:claude-haiku-4-5","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"reliability.status_page","value":true,"provenance":{"source":"https://status.getdbt.com","sourceType":"crawler:website","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.6,"snapshotRef":null}},{"attribute":"security.iso27001","value":true,"provenance":{"source":"https://www.getdbt.com/security","sourceType":"crawler:website","retrievedAt":"2026-08-05T13:08:54.690Z","confidence":0.75,"snapshotRef":null}}],"market":{"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[],"primaryMarkets":["US"]},"claimed":false,"updatedAt":"2026-08-05T13:13:23.255Z","formats":{"json":"https://www.vioscale.ai/api/v1/software/dbt-core","markdown":"https://www.vioscale.ai/software/dbt-core.md","html":"https://www.vioscale.ai/software/dbt-core"}},"meta":{"source":"https://www.vioscale.ai","license":"CC-BY-4.0","generatedAt":"2026-08-06T23:54:42.206Z","disclaimer":"Independent, evidence-based. Every fact carries provenance."}}