Polyaxon
MLOps platforms
- Features
- Ease of use
- Ease of management
- Quality of support
- Affordability
- Market presence
Take the quiz to check if Polyaxon and its alternatives fit your requirements.
$450 per month
Free TrialFree version
Small
Medium
Large
- Information technology and software
- Education and training
- Media and communications
What is Polyaxon
Polyaxon is an MLOps platform for orchestrating and managing machine learning workloads on Kubernetes. It supports experiment tracking, hyperparameter tuning, pipeline/job scheduling, and model lifecycle workflows for teams running training and inference in containerized environments. The product is typically used by ML engineers and platform teams that need a Kubernetes-native control plane for ML operations across on-premises or cloud clusters. Polyaxon differentiates through its focus on Kubernetes-first deployment and workload orchestration rather than being a full end-to-end data science suite.
Kubernetes-native ML orchestration
Polyaxon is designed to run ML workloads as Kubernetes resources, which aligns with organizations standardizing on Kubernetes for compute. This approach supports consistent scheduling, isolation, and scaling patterns across training and batch jobs. It also fits teams that want MLOps capabilities without adopting a broader analytics platform.
Experiment tracking and metadata
The platform provides experiment tracking to capture runs, parameters, metrics, and artifacts in a centralized system. This helps teams compare model iterations and reproduce results across environments. It supports collaboration by making run history and outputs accessible to multiple users and services.
Workflow automation for ML jobs
Polyaxon supports automation patterns such as job templates, pipelines/workflows, and hyperparameter tuning to reduce manual execution. This is useful for repeated training, evaluation, and batch scoring processes. It can standardize how teams submit and monitor ML workloads across projects.
Requires Kubernetes expertise
Polyaxon’s operational model assumes users can deploy and manage Kubernetes clusters and related components (ingress, storage, networking, RBAC). Teams without a mature platform engineering function may face a higher setup and maintenance burden. This can slow adoption compared with more fully managed, integrated platforms.
Not a full DS suite
Polyaxon focuses on MLOps execution and lifecycle management rather than providing a broad, integrated environment for data preparation, BI, or enterprise analytics. Organizations may still need separate tools for data labeling, feature engineering, and end-to-end data science workflows. This increases integration work for teams seeking a single consolidated platform.
Integration and governance vary
Capabilities such as enterprise governance, fine-grained lineage, and standardized model registry workflows often depend on configuration and integrations with external systems. Buyers may need to validate how Polyaxon fits their identity, audit, and compliance requirements in production. This can require additional engineering compared with platforms that bundle governance more tightly.
Plan & Pricing
| Plan | Price | Key features & notes |
|---|---|---|
| Community Edition | Free | Open-source, self-hosted Community Edition with all core features (permanently free). |
| Platform | $450 per month (billed annually); $555 billed monthly | Includes 3 developer seats (can scale up to 6), 1 agent (up to 2), 10 queues (up to 50), 50 concurrent runs (up to 1000), 1 billing seat, security & collaboration features, full UI & scheduling, community & email support. Free for academics; 25% discount for eligible early-stage startups. Additional seats: $79 per additional developer seat/month (annual) or $99 billed monthly; $9 per additional read-only seat/month (annual) or $11 billed monthly. 14‑day trial available. |
| Teams | $1,200 per month (billed annually); $1,500 billed monthly | Everything in Platform plus: includes 6 developer seats (up to 12), 1 agent (up to 2), 2 billing seats, teams management, organization & team roles, activity & audit trail (3 months), IP allow list, priority support. Additional seats same pricing as Platform. |
| Enterprise | Custom | Custom pricing and features: custom seats, agents, queues, concurrency, SSO/SAML, enterprise integrations, custom SLAs, invoicing/wire transfer support. Contact sales / request demo. |
| Additional usage (scale S/M/L/XL) | $99 per month (billed annually); $125 billed monthly | Example: S=50 -> 100 concurrent runs; 10 -> 20 queues; 5 -> 10 active schedules. Added to org quota. |
| Additional agent | $500 per month (billed annually); $600 billed monthly | Each additional agent enables multi-namespace or multi-cluster deployment and includes separate artifacts store/connections/gateway. |
Seller details
Polyaxon, Inc.
San Francisco, CA, USA
2017
Private
https://polyaxon.com
https://x.com/polyaxon
https://www.linkedin.com/company/polyaxon/
