Mage
Automate your data pipeline management with AI-powered orchestration
- Also known as
- mage
Available worldwide
What is Mage?
A platform combining AI orchestration, data validation, and automated issue resolution to manage and optimize production data workflows.
Mage pricing
Plans, per-tier features and add-ons, dated and linked to live pricing. Pricing changes often; always verify at source before you rely on it.
From $29/month (Starter). Free 7-day trial, no credit card required.
Starter
For solo builders and small projects transitioning from open-source to managed services.
- ai_credits
- 50/month
- developer_seats
- 1
- Managed orchestration
- Alerts
- Monitoring
Team
For teams running production workflows with collaboration and AI-assisted operations.
- ai_credits
- 250/month
- developer_seats
- 10
- Advanced controls
- Lineage
- Deployment workflows
Enterprise
Contact salesAdd-ons
- AI credits$0.12/credit
What Mage does
The capabilities that matter for data engineering tools, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.
- Tool role
- Orchestrator
- Processing paradigm
- Batch + streaming
- Connector count
- 12+
- CDC / log-based replication
- ✓
- In-warehouse transformation (push-down)
- ✓
- dbt-native orchestration
- ✓
- Self-hosted / open-source available
- ✓
- Managed cloud available
- ✓
- Data lineage / asset catalog
- ✓
- Python-first authoring
- ✓
- Incremental / partition-aware runs
- ✗
- Built-in data quality / tests
- ✓
- Horizontal scale (distributed executor)
- ✓
Platform & deployment
Independently observed- Web
- Cloud / SaaS
- Hybrid
- On-premise
- Self-hosted
Integrations (15)
Independently observed- dbt•
- Slack→•
- Apache Spark
- PySpark
- Kafka
- Stripe
- Salesforce
- BigQuery
- AWS EMR
- Kubernetes
- EHR systems
- Billing platforms
- Lab systems
- Clinical systems
- MySQL
Mage FAQ
Common questions about Mage, answered from independent, dated evidence.
What is Mage?
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
How much does Mage cost?
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
What platforms does Mage support?
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
Can Mage be self-hosted?
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
What does Mage integrate with?
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
What security certifications does Mage have?
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
Mage alternatives
Other data engineering tools we track, ranked by the same independent score.
- CensusAutomated data integration platform that moves and transforms data from diverse sources into analytics and AI-ready destinationsmedium · 74%
- Estuary FlowA managed platform for moving data between systems with support for real-time streaming, batch processing, and in-flight transformation.medium · 72%
- RiveryA cloud-based platform for building and automating data pipelines with extract, load, and transform capabilitiesmedium · 74%
- HightouchActivate your data warehouse to keep business tools updated with current customer informationmedium · 71%
- Prefecthigh · 76%
- DagsterA data orchestration platform that manages asset dependencies and provides unified visibility across the data stackmedium · 68%
Compare Mage
Side by side against other data engineering tools, attribute by attribute, with a source on every value.
The vioscaleAI score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Mage, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Pricing transparency | 75 | 0.08 | 6.3 | ✓ |
| Capabilities | 96 | 0.05 | 4.7 | ✓ |
| Reliability | 50 | 0.07 | 3.7 | ✓ |
| Security posture | 50 | 0.07 | 3.7 | ✓ |
| Price level | 50 | 0.05 | 2.6 | ✓ |
| Integrations | 22 | 0.04 | 0.9 | ✓ |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Content
| Attribute | Value | Evidence |
|---|---|---|
| Faq | 6 items | mediumsource · 2026-09-10 · 62% |
Features
| Attribute | Value | Evidence |
|---|---|---|
| Capabilities | Cdc: Yes · Role: orchestrator · Lineage: Yes · Paradigm: both · Dbt native: Yes · Data quality: Yes | mediumsource · 2026-10-07 · 60% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 5 | mediumsource · 2026-09-08 · 60% |
Market
| Attribute | Value | Evidence |
|---|---|---|
| Availability | PrimaryMarkets: … · AvailabilityScope: global · AvailableCountries: … · NotAvailableCountries: … | mediumsource · 2026-10-07 · 50% |
Pricing
Reliability
| Attribute | Value | Evidence |
|---|---|---|
| Status page | Yes | mediumsource · 2026-08-03 · 60% |
Security
Is Mage the right choice for you?
Tell us the job, the constraints and what you weigh most, and we will rank Mage against the rest of the data engineering tools we index, using the same dated evidence weighted your way.
Free to run, no account needed to start. How the evaluation works
Is this your product?
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