# Census vs Mage

**Leader by vioscaleAI score:** Census

| Attribute | Census | Mage |
|---|---|---|
| **vioscaleAI score** | 79.7 (74% (medium)) | 58.7 (74% (medium)) |
| content.faq | `[{"answer":"Fivetran ingests data from SaaS applications, databases, and ERPs into data warehouses and lakes, applies SQL-based transformations on schedule, and activates the data for analytics and business operations. It is indexed under Data Engineering Tools.","source":"https://www.getcensus.com","question":"What is Census?","confidence":0.6},{"answer":"Census offers a free tier, so you can start without paying. Paid plans start at $5 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.getcensus.com/pricing","question":"Is Census free?","confidence":0.6},{"answer":"We have confirmed browser-based access to Census. 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.getcensus.com/pricing","question":"What platforms does Census support?","confidence":0.6},{"answer":"Not fully, on what we have confirmed. Census is offered as cloud / SaaS and hybrid, and a hybrid deployment usually means some components can run on your own infrastructure while the rest stays vendor-hosted. We have not confirmed a completely self-hosted option, so check with the vendor if that is a requirement.","source":"https://www.getcensus.com","question":"Can Census be self-hosted?","confidence":0.6},{"answer":"We have confirmed 14 integrations for Census, including Snowflake, Google BigQuery, Salesforce, Databricks, AWS Redshift, Azure Synapse, Marketo and HubSpot, 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.getcensus.com","question":"What does Census integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for Census. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Census not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.getcensus.com/security","question":"What security certifications does Census have?","confidence":0.7},{"answer":"Census is available worldwide. Its primary markets are the United States and the EU. The vendor is headquartered in the United States.","source":"https://www.getcensus.com/pricing","question":"Where is Census available?","confidence":0.75}]` | `[{"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}` | `{"cloud":true,"hybrid":true,"on_prem":true,"self_hosted":true}` |
| description.long | Fivetran ingests data from SaaS applications, databases, and ERPs into data warehouses and lakes, applies SQL-based transformations on schedule, and activates the data for analytics and business operations. | A platform combining AI orchestration, data validation, and automated issue resolution to manage and optimize production data workflows. |
| features.capabilities | `{"cdc":true,"role":"elt","lineage":false,"paradigm":"both","dbt_native":true,"data_quality":false,"elt_pushdown":true,"python_first":false,"managed_cloud":true,"connector_count":"900+ sources and destinations","self_hosted_oss":false,"incremental_runs":true,"reverse_etl_addon":true,"distributed_executor":true,"schema_drift_handling":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 | 900 | 5 |
| integrations.list | `[{"name":"Snowflake"},{"name":"Google BigQuery"},{"name":"Salesforce"},{"name":"Databricks"},{"name":"AWS Redshift"},{"name":"Azure Synapse"},{"name":"Marketo"},{"name":"HubSpot"},{"name":"Zendesk"},{"name":"Braze"},{"name":"Facebook Ads"},{"name":"Google Ads"},{"name":"Postgres"},{"name":"MySQL"},{"name":"dbt Core","native":true},{"name":"SAP","native":true,"category":"erp"}]` | `[{"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":["US","CA","GB","AU","IN","SG"],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"web":true}` |
| pricing | `{"type":"usage","plans":[{"free":false,"name":"Starter","description":"For small teams with low data volumes","contactSales":false},{"free":false,"name":"Standard","description":"For organizations with database sources, 15-minute sync frequencies, or REST API needs","contactSales":false},{"free":false,"name":"Enterprise","description":"High-volume replication with timely support and granular role-based access control","contactSales":false},{"free":false,"name":"Business Critical","description":"For global enterprise teams with strict data residency and compliance requirements","contactSales":false}],"summary":"Usage-based (pay per monthly active record). Free tier: 5,000 model runs monthly on all plans. 14-day trial per new connection. Annual contracts: automatic discounts from 5%+.","freeTier":true,"sourceUrl":"https://www.getcensus.com/pricing","retrievedAt":"2026-09-18T12:37:51.007Z","freeTrialDays":14,"billingPeriods":["month","year"]}` | `{"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 | low | mid |
| pricing.starting_price | - | `{"amount":29,"currency":"USD"}` |
| pricing.transparent | yes | yes |
| reliability.status_page | yes | yes |
| security.disclosure_policy | - | yes |
| security.gdpr | yes | yes |
| security.hipaa | yes | - |
| security.iso27001 | yes | - |
| security.pci | yes | - |
| security.soc2 | yes | yes |

## Capabilities (Data Engineering Tools)

| Capability | Census | Mage |
|---|:--:|:--:|
| **Core** |  |  |
| Tool role | ELT / ingestion | Orchestrator |
| Processing paradigm | Batch + streaming | Batch + streaming |
| **Connectivity** |  |  |
| Connector count | 900+ sources and destinations | 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 2026-10-16T18:31:08.463Z. "-" = undocumented, not absent.*