# Estuary Flow vs Mage

**Leader by vioscaleAI score:** Estuary Flow

| Attribute | Estuary Flow | Mage |
|---|---|---|
| **vioscaleAI score** | 79.5 (72% (medium)) | 58.7 (74% (medium)) |
| content.faq | `[{"answer":"Estuary unifies ETL and ELT pipelines with real-time CDC, streaming, and batch data movement in a single managed platform. Data stays in your environment while Estuary handles continuous capture, transformation, and delivery to any destination. It is indexed under Data Engineering Tools.","source":"https://estuary.dev/pricing/","question":"What is Estuary Flow?","confidence":0.6},{"answer":"Estuary Flow offers a free tier, so you can start without paying. Paid plans start at $0.50. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://estuary.dev/pricing/","question":"Is Estuary Flow free?","confidence":0.6},{"answer":"Estuary Flow supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://estuary.dev/pricing/","question":"What platforms does Estuary Flow support?","confidence":0.6},{"answer":"Yes. Estuary Flow can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://estuary.dev/pricing/","question":"Can Estuary Flow be self-hosted?","confidence":0.6},{"answer":"We have confirmed 28 integrations for Estuary Flow, including Oracle, MySQL, PostgreSQL, Amazon S3, Google Cloud Storage, Azure Blob Storage, NetSuite and HubSpot, plus 20 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://estuary.dev/pricing/","question":"What does Estuary Flow integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, HIPAA and GDPR for Estuary Flow. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Estuary Flow not holding them. Always confirm compliance directly before you rely on it.","source":"https://estuary.dev/pricing/","question":"What security certifications does Estuary Flow have?","confidence":0.6}]` | `[{"answer":"Automates the full lifecycle of data pipelines—from design and validation to execution and monitoring. Provides AI-assisted workflow generation and automatic recovery for reliable data delivery. It is indexed under Data Engineering Tools.","source":"https://www.mage.ai","question":"What is Mage?","confidence":0.6},{"answer":"Mage is a paid product; published pricing starts at $0.50. It is sold across 2 plans (Mage Cloud and Mage Pro). There is no free tier. Pricing changes often, so verify at source before relying on it.","source":"https://www.mage.ai/pricing","question":"How much does Mage cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to Mage. 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://www.mage.ai","question":"What platforms does Mage support?","confidence":0.6},{"answer":"Yes. Mage can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.mage.ai","question":"Can Mage be self-hosted?","confidence":0.6},{"answer":"We have confirmed 14 integrations for Mage, including Apache Spark, PySpark, Kafka, Stripe, Salesforce, BigQuery, AWS EMR and Kubernetes, plus 6 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.mage.ai","question":"What does Mage integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 and GDPR for Mage. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Mage not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.mage.ai/stories/regulatory-compliance-reporting","question":"What security certifications does Mage have?","confidence":0.7}]` |
| deployment.options | `{"cloud":true,"hybrid":true,"self_hosted":true}` | `{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}` |
| description.long | Estuary is a fully managed data integration platform that consolidates the capture, movement, and transformation of data across databases, cloud storage, and applications. It supports continuous streaming, scheduled batch operations, and optional transformations using SQL, TypeScript, or dbt. | A platform combining AI orchestration, data validation, and automated issue resolution to manage and optimize production data workflows. |
| features.capabilities | `{"cdc":true,"role":"elt","soc2":true,"paradigm":"both","dbt_native":true,"cdc_support":true,"elt_pushdown":true,"managed_cloud":true,"connector_count":"200+","self_hosted_oss":true,"incremental_runs":true,"reverse_etl_addon":true,"streaming_ingestion":true,"custom_connector_sdk":true,"distributed_executor":true,"schema_drift_handling":true,"self_hosted_available":true,"managed_cloud_available":true}` | `{"cdc":true,"role":"orchestrator","lineage":true,"paradigm":"both","dbt_native":true,"data_quality":true,"elt_pushdown":true,"python_first":true,"managed_cloud":true,"connector_count":"12+","self_hosted_oss":true,"incremental_runs":false,"distributed_executor":true}` |
| integrations.count | 200 | 5 |
| integrations.list | `[{"name":"Oracle"},{"name":"MySQL"},{"name":"PostgreSQL"},{"name":"Amazon S3"},{"name":"Google Cloud Storage"},{"name":"Azure Blob Storage"},{"name":"NetSuite"},{"name":"HubSpot"},{"name":"Salesforce"},{"name":"Google Pub/Sub"},{"name":"Amazon Kinesis"},{"name":"Apache Kafka"},{"name":"Snowflake"},{"name":"Google BigQuery"},{"name":"Amazon Redshift"},{"name":"Elasticsearch"},{"name":"MongoDB"},{"name":"Amazon DynamoDB"},{"name":"Pinecone"},{"name":"OpenAI"},{"name":"Databricks"},{"name":"Facebook Ads"},{"name":"LinkedIn Ads"},{"name":"Google Ads"},{"name":"SingleStore"},{"name":"Motherduck"},{"name":"Apache Iceberg"},{"name":"BigQuery","native":true,"category":"data_warehouse"},{"name":"Airbyte","native":false,"category":"connectors"}]` | `[{"name":"Apache Spark"},{"name":"PySpark"},{"name":"Kafka"},{"name":"Stripe"},{"name":"Salesforce"},{"name":"BigQuery"},{"name":"AWS EMR"},{"name":"Kubernetes"},{"name":"EHR systems"},{"name":"Billing platforms"},{"name":"Lab systems"},{"name":"Clinical systems"},{"name":"MySQL"},{"name":"dbt","native":true,"category":"transformation"},{"name":"Slack","native":true,"category":"chat","direction":"outbound"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"web":true}` |
| pricing | `{"type":"hybrid","plans":[{"free":true,"name":"Free","summary":"No cost, data-limited evaluation","features":["2 connector instances","10 GB/month data limit","Data stored in Estuary cloud storage"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Limited data volume with shared Estuary cloud storage","contactSales":false,"includedLimits":{"connector_instances":"2","data_volume_per_month":"10 GB"}},{"free":false,"name":"Cloud","summary":"$0.50/GB data moved + $100/month per connector (first 6), $50/month each additional","features":["Unlimited connector instances","Usage-based data pricing","Data stored in customer cloud account","Real-time CDC from databases","Batch and streaming data movement","SQL and TypeScript transformations","dbt integration for warehouse transformations","Schema evolution handling"],"components":[{"per":{"qty":1,"unit":"GB"},"kind":"metered","amount":0.5,"currency":"USD"},{"kind":"per_unit","unit":"connector_instance (first 6)","amount":100,"period":"month","currency":"USD"},{"kind":"per_unit","unit":"connector_instance (additional)","amount":50,"period":"month","currency":"USD"}],"description":"Usage-based pricing with data and connector instance charges; includes 30-day free trial","contactSales":false}],"summary":"Free tier with 10 GB/month limit. Cloud plan: $0.50/GB data moved plus connector instance fees.","currency":"USD","freeTier":true,"sourceUrl":"https://estuary.dev/pricing/","retrievedAt":"2026-09-18T15:55:37.792Z","freeTrialDays":30,"startingPrice":{"unit":"connector_instance (additional)","amount":50,"period":"month","currency":"USD"},"billingPeriods":["month"]}` | `{"type":"subscription","plans":[{"free":false,"name":"Starter","summary":"$29/month + $0.50 per CPU-hour. Includes 50 AI credits/month.","features":["Managed orchestration","Alerts","Monitoring"],"minSeats":1,"commitment":"monthly","components":[{"kind":"fixed","amount":29,"period":"month","currency":"USD"},{"per":{"qty":1,"unit":"cpu-hour"},"kind":"metered","amount":0.5,"currency":"USD"}],"description":"For solo builders and small projects transitioning from open-source to managed services.","contactSales":false,"includedLimits":{"ai_credits":"50/month","developer_seats":"1"}},{"free":false,"name":"Team","summary":"$100/month. Includes 250 shared AI credits/month.","features":["Advanced controls","Lineage","Deployment workflows"],"minSeats":10,"commitment":"monthly","components":[{"kind":"fixed","amount":100,"period":"month","currency":"USD"}],"description":"For teams running production workflows with collaboration and AI-assisted operations.","contactSales":false,"includedLimits":{"ai_credits":"250/month","developer_seats":"10"}},{"free":false,"name":"Enterprise","summary":"Custom pricing. Annual contract.","commitment":"annual","contactSales":true}],"addOns":[{"name":"AI credits","components":[{"per":{"qty":1,"unit":"credit"},"kind":"per_unit","amount":0.12,"currency":"USD"}]}],"summary":"From $29/month (Starter). Free 7-day trial, no credit card required.","currency":"USD","freeTier":false,"sourceUrl":"https://www.mage.ai/pricing","retrievedAt":"2026-10-07T15:25:20.415Z","freeTrialDays":7,"startingPrice":{"amount":29,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | yes | no |
| pricing.model | freemium | commercial |
| pricing.price_level | mid | mid |
| pricing.starting_price | `{"amount":50,"currency":"USD"}` | `{"amount":29,"currency":"USD"}` |
| pricing.transparent | yes | yes |
| reliability.sla_pct | 99.9 | - |
| 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 | - |
| security.soc2 | yes | yes |

## Capabilities (Data Engineering Tools)

| Capability | Estuary Flow | Mage |
|---|:--:|:--:|
| **Core** |  |  |
| Tool role | ELT / ingestion | Orchestrator |
| Processing paradigm | Batch + streaming | Batch + streaming |
| **Connectivity** |  |  |
| Connector count | 200+ | 12+ |
| 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 2026-10-20T14:40:02.548Z. "-" = undocumented, not absent.*