Census vs Mage
On the evidence we track, Census leads this comparison with a composite score of 80/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.
Capabilities
Feature-by-feature on the axes that matter for data engineering tools. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Census
LeaderFivetran 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.
Mage
A platform combining AI orchestration, data validation, and automated issue resolution to manage and optimize production data workflows.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Census
LeaderUsage-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%+.
- Starter-
- Standard-
- Enterprise-
- Business Critical-
Mage
From $29/month (Starter). Free 7-day trial, no credit card required.
- Starter$29/month + $0.50 per CPU-hour. Includes 50 AI credits/month.
- Managed orchestration
- Alerts
- Monitoring
- Team$100/month. Includes 250 shared AI credits/month.
- Advanced controls
- Lineage
- Deployment workflows
- EnterpriseContact sales
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
- Salesforce
- MySQL
Census
Leader- Snowflake
- Google BigQuery
- Databricks
- AWS Redshift
- Azure Synapse
- Marketo
- HubSpot
- Zendesk
- Braze
- Facebook Ads
- Google Ads
- Postgres
- dbt Core
- SAP
Mage
- Apache Spark
- PySpark
- Kafka
- Stripe
- BigQuery
- AWS EMR
- Kubernetes
- EHR systems
- Billing platforms
- Lab systems
- Clinical systems
- dbt
- Slack
Census or Mage: which one depends on you
A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.
Free to run, no account needed to start. How the evaluation works
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.