Start simple.
Scale without limits.
Mage Pro offers the enterprise-grade scalability and support your team needs to drive real business value, while the OSS is best for learning and personal projects.
Ideal for
Teams and enterprises running production-grade data pipelines.
Fully managed infrastructure with unlimited autoscaling
Enterprise-grade security (SSO, RBAC, audit logs)
24/7 expert support and guaranteed SLAs
Significant reductions in operational overhead
OSS
Ideal for
Individual developers and hobbyists.
Basic orchestration and automation
Community-driven support
Self-managed infrastructure
Free to use and perfect for experimentation
Seamlessly Scale
Automatically scale your data pipelines to handle sudden increases in volume and parallel workloads, delivering insights in record time. With thousands of concurrent jobs running smoothly, you can process large data sets without bottlenecks or performance dips.
Automatically adjusts resources to match workload spikes, preventing bottlenecks and ensuring smooth data processing.
Dynamically creates and manages block tasks, enabling thousands of parallel jobs for faster insights.
Tracks usage at the block level, so you can pinpoint inefficiencies and optimize performance in real time.
OSS
Relies on manual scaling and offers limited concurrency, making it best for small, personal projects where throughput demands remain low.
Maximize Developer Velocity
Spend less time on manual setups and firefighting. Mage Pro automates scaling, streamlines collaboration, and provides 24/7 expert support, so your developers can focus on building the next big feature. Jumpstart production pipelines with a fully managed environment—no more juggling capacity or chasing configuration issues.
Leverages machine intelligence to write boilerplate code, identify issues, and suggest fixes—so your team can focus on innovation.
Collaborate across multiple environments. Streamline build, test, and deployment processes directly within Mage Pro, reducing manual steps and errors.
Extend or customize core functionality through robust APIs, ensuring Mage fits seamlessly into your existing toolchain.
OSS
Do-it-yourself approach with significant overhead for capacity planning, performance tuning, and manual troubleshooting—slowing down your team’s momentum.
Effective Cost Savings
Avoid unexpected bills and resource waste. Mage Pro optimizes usage through dynamic resource allocation, ensuring you pay only for what you truly need. Less over-provisioning means more budget for innovation, talent, and strategic initiatives.
Fully managed infrastructure
Offload maintenance and scaling to Mage Pro, reducing both staffing overhead and on-premies hardware expenses.
Dynamic resource allocation
Matches computing power to workload demands in real time, preventing wasteful over-provisioning.
Proactive cost optimization
Benefit from best-practice recommendations and support to continuously refine resource usage and curb expenses.
OSS
Hidden overhead and manual resource management often lead to unpredictable costs. Over time, these operational burdens can balloon and eat into your bottom line.
Increase Reliability & Uptime
Keep your data pipelines running 24/7, even during heavy load or unforeseen spikes. Enterprise-grade security features—like RBAC and advanced observability—help protect sensitive data, while SLAs and on-call operations minimize downtime and safeguard business continuity.
24/7 expert support
Rely on dedicated professionals around the clock to troubleshoot problems, ensuring minimal disruption to your workflows.
SLA-backed performance guarantees
Operate with confidence knowing uptime and response times are contractually assured.
Fine-grained RBAC & enterprise security
Assign permissions at a granular level, protect sensitive data, and maintain strict compliance standards.
OSS
Relies on community support and self-maintenance, which can lead to longer downtimes and heightened risk when issues arise in high-stakes scenarios.
Multi-Tenant Architecture
Mage Pro’s multi-tenant architecture keeps each team or client’s data completely isolated while ensuring robust performance. Scale resources independently per tenant, maintain strict security controls, and streamline cross-organization collaboration—all within a single platform.
Dedicated tenant isolation
Prevent cross-tenant data exposure and ensure compliance—even at enterprise scale. Enforce fine-grained access controls and audit trails to meet rigorous security requirements.
Granular resource & access controls
Allocate compute, memory, and concurrency limits on a per-tenant or per-team basis. Maintain performance guarantees and fine-tune permissions to meet diverse organizational needs.
Tenant-level observability & governance
Monitor usage, performance metrics, and user actions separately for each tenant. Quickly spot bottlenecks, allocate budgets effectively, and maintain clear oversight across all departments or client accounts.
OSS
Open-source Mage is designed for one team or project at a time, with no built-in resource isolation for multiple organizations. Perfect for smaller environments without complex multi-tenant requirements.
Unlock autoscaling, 24/7 support, and advanced security features.