# dbt Core vs Hevo Data

| Attribute | dbt Core | Hevo Data |
|---|---|---|
| **vioscaleAI score** | 65.7 (73% (medium)) | 65.6 (58% (medium)) |
| activity.commits_last_30d | 100 | - |
| adoption.dependent_repos | 553 | - |
| adoption.github_stars | 14,028 | - |
| adoption.package_downloads_weekly | 21,005,917 | - |
| content.faq | `[{"answer":"dbt is a framework that enables data teams to transform data using SQL-based development practices similar to software engineering, with built-in testing, version control, and deployment capabilities. It provides lineage tracking, documentation, and can run locally or in the cloud. It is indexed under Data Engineering Tools.","source":"https://www.getdbt.com","question":"What is dbt Core?","confidence":0.6},{"answer":"dbt Core is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. A commercial or hosted edition starts at $100 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.getdbt.com","question":"Is dbt Core free to use?","confidence":0.6},{"answer":"dbt Core supports the web, Windows, macOS, Linux and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.getdbt.com","question":"What platforms does dbt Core support?","confidence":0.6},{"answer":"Yes. dbt Core can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.getdbt.com","question":"Can dbt Core be self-hosted?","confidence":0.6},{"answer":"We have confirmed 6 integrations for dbt Core, including Tableau, Fivetran, OpenAI, Snowflake, Azure AI and Databricks. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.getdbt.com","question":"What does dbt Core integrate with?","confidence":0.6},{"answer":"We have independently confirmed ISO 27001 and GDPR for dbt Core. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as dbt Core not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.getdbt.com/security","question":"What security certifications does dbt Core have?","confidence":0.7},{"answer":"Yes. dbt Core is published under the Apache-2.0 licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/dbt-labs/dbt-core","question":"Is dbt Core open source?","confidence":0.95},{"answer":"dbt Core is available worldwide. Its primary market is the United States.","source":"https://www.getdbt.com","question":"Where is dbt Core available?","confidence":0.5}]` | `[{"answer":"A unified platform for moving data from multiple sources to data warehouses with real-time replication capabilities, integrated dbt-based transformation, and comprehensive monitoring and recovery features. It is indexed under Data Engineering Tools.","source":"https://hevodata.com/hevo-vs-fivetran-pricing-calculator/","question":"What is Hevo Data?","confidence":0.6},{"answer":"Hevo Data is a paid product; published pricing starts at $265 per month. It is sold across 4 plans (Free, Starter, Professional and Business Critical). There is no free tier. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://hevodata.com","question":"How much does Hevo Data cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to Hevo Data. 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://hevodata.com/hevo-vs-fivetran-pricing-calculator/","question":"What platforms does Hevo Data support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Hevo Data, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://hevodata.com/hevo-vs-fivetran-pricing-calculator/","question":"Can Hevo Data be self-hosted?","confidence":0.6},{"answer":"We have confirmed 47 integrations for Hevo Data, including MySQL, PostgreSQL, SQL Server, MongoDB, Oracle, Redshift, BigQuery and MariaDB, plus 39 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://hevodata.com/hevo-vs-fivetran-pricing-calculator/","question":"What does Hevo Data integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, HIPAA and GDPR for Hevo Data. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Hevo Data not holding them. Always confirm compliance directly before you rely on it.","source":"https://hevodata.com/security/","question":"What security certifications does Hevo Data have?","confidence":0.7},{"answer":"Hevo Data is available worldwide. Its primary markets are the United States and the EU. The vendor is headquartered in the United States.","source":"https://hevodata.com/hevo-vs-fivetran-pricing-calculator/","question":"Where is Hevo Data available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true,"on_prem":true}` |
| description.long | A data transformation framework that applies software engineering principles—such as version control, testing, and modularity—to SQL-based analytics workflows. | A cloud-native ELT platform that automates data movement from 150+ sources into data warehouses with built-in dbt-based transformations, automatic schema drift handling, and enterprise security controls. |
| features.capabilities | `{"role":"transform","lineage":true,"paradigm":"batch","dbt_native":true,"data_quality":true,"managed_cloud":true,"connector_count":"6+ named integrations with broader ecosystem","self_hosted_oss":true,"self_hosted_available":true}` | `{"cdc":true,"role":"elt","soc2":true,"lineage":false,"paradigm":"both","dbt_native":true,"cdc_support":true,"data_quality":true,"elt_pushdown":true,"python_first":false,"managed_cloud":true,"connector_count":"150+","self_hosted_oss":false,"incremental_runs":true,"streaming_ingestion":true,"custom_connector_sdk":true,"distributed_executor":true,"schema_drift_handling":true,"pii_masking_at_ingestion":true}` |
| integrations.count | 6 | 150 |
| integrations.list | `[{"name":"Tableau"},{"name":"Fivetran"},{"name":"OpenAI"},{"name":"Snowflake"},{"name":"Azure AI"},{"name":"Databricks"}]` | `[{"name":"MySQL"},{"name":"PostgreSQL"},{"name":"SQL Server"},{"name":"MongoDB"},{"name":"Oracle"},{"name":"Redshift"},{"name":"BigQuery"},{"name":"MariaDB"},{"name":"Salesforce"},{"name":"HubSpot"},{"name":"Zendesk"},{"name":"Shopify"},{"name":"Google Ads"},{"name":"Facebook Ads"},{"name":"Amazon S3"},{"name":"Google Cloud Storage"},{"name":"Azure Blob"},{"name":"SFTP"},{"name":"Snowflake"},{"name":"Google Cloud"},{"name":"dbt Core"},{"name":"Google Analytics","native":true,"category":"analytics"},{"name":"Databricks","native":true,"category":"data_warehouse"},{"name":"Azure Synapse Analytics","native":true,"category":"data_warehouse"},{"name":"Microsoft SQL Server","native":true,"category":"database"},{"name":"Slack","native":true,"category":"chat"},{"name":"Kafka","native":true,"category":"streaming"},{"name":"Google Sheets","native":true,"category":"productivity"},{"name":"Segment","native":true,"category":"cdp"},{"name":"Amplitude","native":true,"category":"analytics"},{"name":"Firebase Analytics","native":true,"category":"analytics"},{"name":"Mixpanel","native":true,"category":"analytics"},{"name":"NetSuite","native":true,"category":"erp"},{"name":"Mailchimp","native":true,"category":"email"},{"name":"Klaviyo","native":true,"category":"email"},{"name":"Salesforce Marketing Cloud","native":true,"category":"marketing"},{"name":"TikTok Ads","native":true,"category":"advertising"},{"name":"Pinterest Ads","native":true,"category":"advertising"},{"name":"Amazon Ads","native":true,"category":"advertising"},{"name":"Apple Search Ads","native":true,"category":"advertising"},{"name":"QuickBooks Online","native":true,"category":"accounting"},{"name":"Intercom","native":true,"category":"support"},{"name":"Freshsales","native":true,"category":"crm"},{"name":"Pardot","native":true,"category":"marketing"},{"name":"SendGrid","native":true,"category":"email"},{"name":"ElasticSearch","native":true,"category":"search"},{"name":"AWS Opensearch","native":true,"category":"search"},{"name":"Apify","native":true,"category":"web_scraping"},{"name":"REST API","native":true,"category":"api"},{"name":"Webhooks","native":true,"category":"api"}]` |
| language.primary | Rust | - |
| license.spdx | Apache-2.0 | - |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":["DE","IN","US","SG","AU"],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"mac":true,"web":true,"linux":true,"windows":true}` | `{"web":true}` |
| pricing | `{"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"]}` | `{"type":"subscription","plans":[{"free":true,"name":"Free","summary":"Free, up to 1M events/month","features":["1-hour scheduling","Up to 5 users"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Free forever for limited connectors","contactSales":false,"includedLimits":{"events":"1M/month"}},{"free":false,"name":"Starter","summary":"$299/month (monthly) or $265/month (annual, 12% off)","features":["Everything in Free, plus","Up to 10 users","150+ connectors","dbt integration","SSH/SSL","24/7 email and live chat support"],"components":[{"kind":"fixed","amount":299,"period":"month","currency":"USD"},{"kind":"fixed","amount":265,"period":"month","currency":"USD"}],"contactSales":false,"includedLimits":{"events":"5M-50M/month"}},{"free":false,"name":"Professional","summary":"$849/month (monthly) or $750/month (annual, 12% off)","features":["Everything in Starter, plus","Unlimited users","Hevo APIs for Pipeline automation","Reverse SSH","Add-ons available"],"components":[{"kind":"fixed","amount":849,"period":"month","currency":"USD"},{"kind":"fixed","amount":750,"period":"month","currency":"USD"}],"description":"Best value","contactSales":false,"includedLimits":{"events":"20M-100M/month"}},{"free":false,"name":"Business Critical","summary":"Custom pricing","features":["Everything in Professional, plus","Streaming Pipelines","Role Based Access Control","Single sign-on","Multiple Workspaces","VPC Peering","Advanced security certificates"],"contactSales":true}],"summary":"From $0 (Free). Starter $265–$299/month. Professional $750–$849/month. Custom plans available.","currency":"USD","freeTier":true,"sourceUrl":"https://hevodata.com","retrievedAt":"2026-08-03T14:25:36.545Z","freeTrialDays":14,"startingPrice":{"amount":265,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | yes | no |
| pricing.model | open_source | commercial |
| pricing.price_level | free | unknown |
| pricing.transparent | yes | yes |
| release.cadence_days | 2 | - |
| release.history | `[{"url":"https://github.com/dbt-labs/dbt/releases/tag/v2.0.8","date":"2026-10-14T07:49:06Z","type":"stable","version":"v2.0.8"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v1.13.0b1","date":"2026-10-14T07:41:52Z","type":"prerelease","version":"v1.13.0b1"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v1.12.6","date":"2026-10-14T10:24:02Z","type":"stable","version":"v1.12.6"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v1.11.16","date":"2026-10-14T08:25:55Z","type":"stable","version":"v1.11.16"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v2.0.0-dev.41-test-pypi","date":"2026-09-23T14:17:38Z","type":"prerelease","version":"v2.0.0-dev.41-test-pypi"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v2.0.5","date":"2026-09-18T15:47:44Z","type":"stable","version":"v2.0.5"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v2.0.4","date":"2026-09-16T07:12:13Z","type":"stable","version":"v2.0.4"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v2.0.3","date":"2026-09-16T01:44:05Z","type":"stable","version":"v2.0.3"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v2.0.2","date":"2026-09-15T16:08:05Z","type":"stable","version":"v2.0.2"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v2.0.2-test-pypi","date":"2026-09-15T14:48:47Z","type":"prerelease","version":"v2.0.2-test-pypi"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v1.12.5","date":"2026-09-15T19:07:42Z","type":"stable","version":"v1.12.5"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v2.0.1","date":"2026-09-14T22:07:43Z","type":"stable","version":"v2.0.1"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v2.0.0","date":"2026-09-14T20:50:56Z","type":"stable","version":"v2.0.0"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v2.0.0-dev.39-test-pypi","date":"2026-09-09T13:17:55Z","type":"prerelease","version":"v2.0.0-dev.39-test-pypi"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v2.0.0-dev.38-test-pypi","date":"2026-09-09T11:24:08Z","type":"prerelease","version":"v2.0.0-dev.38-test-pypi"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v2.0.0-dev.37-test-pypi","date":"2026-09-09T09:21:59Z","type":"prerelease","version":"v2.0.0-dev.37-test-pypi"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v2.0.0-rc.2","date":"2026-09-08T14:57:16Z","type":"prerelease","version":"v2.0.0-rc.2"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v1.12.4","date":"2026-09-08T10:00:57Z","type":"stable","version":"v1.12.4"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v1.11.15","date":"2026-09-08T06:42:56Z","type":"stable","version":"v1.11.15"},{"url":"https://github.com/dbt-labs/dbt/releases/tag/v2.0.0-dev.35-test-pypi","date":"2026-09-03T12:35:02Z","type":"prerelease","version":"v2.0.0-dev.35-test-pypi"}]` | - |
| reliability.status_page | yes | yes |
| security.certifications | - | `[{"name":"SOC 2 Type II","status":"active","auditor":"AICPA"},{"name":"GDPR","status":"active"},{"name":"HIPAA","status":"active"},{"name":"CPRA","status":"active"},{"name":"DORA","status":"active"}]` |
| security.disclosure_policy | - | yes |
| security.gdpr | yes | yes |
| security.hipaa | - | yes |
| security.iso27001 | yes | - |
| security.scorecard | 6 | - |
| security.soc2 | - | yes |
| security.trust_center | - | https://hevodata.com/security/ |
| security.vulnerabilities | `{"count":4,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=dbt-core&per_page=100","last_12m":0,"max_severity":"HIGH"}` | - |

## Capabilities (Data Engineering Tools)

| Capability | dbt Core | Hevo Data |
|---|:--:|:--:|
| **Core** |  |  |
| Tool role | Transformation | ELT / ingestion |
| Processing paradigm | Batch | Batch + streaming |
| **Connectivity** |  |  |
| Connector count | 6+ named integrations with broader ecosystem | 150+ |
| CDC / log-based replication | - | ✓ |
| **Transformation** |  |  |
| In-warehouse transformation (push-down) | - | ✓ |
| dbt-native orchestration | ✓ | ✓ |
| **Deployment** |  |  |
| Self-hosted / open-source available | ✓ | ✗ |
| Managed cloud available | ✓ | ✓ |
| **Governance** |  |  |
| Data lineage / asset catalog | ✓ | ✗ |
| **Authoring** |  |  |
| Python-first authoring | - | ✗ |
| **Execution** |  |  |
| Incremental / partition-aware runs | - | ✓ |
| **Quality** |  |  |
| Built-in data quality / tests | ✓ | ✓ |
| **Scale** |  |  |
| Horizontal scale (distributed executor) | - | ✓ |

*Source: vioscaleAI. Generated 2026-10-16T20:53:47.546Z. "-" = undocumented, not absent.*