Polyaxon
AI-first infrastructure for Kubernetes
Ranked #4 in Open-source data science platforms.
Polyaxon is an open-source AI control plane for Kubernetes that runs on your own infrastructure. It allows teams to schedule, track, and govern everything from GPU training to agent sessions in one place.
At a glance
| Best for | ML engineering teams requiring full infrastructure control |
From Polyaxon's own website.
Company facts
| Social profiles | LinkedIn, X, YouTube |
Facilities and features
Its website also mentions:
- Published pricing
- Self-serve sign-up
- API
- Integrations
- Single sign-on
What stands out
The product is built on an Apache 2.0 core you can inspect and self-host.
“Polyaxon is built on an Apache 2.0 core you can inspect,”Polyaxon, own website
Polyaxon captures code, hyperparameters, dependencies, and lineage by default for every run.
“Every run can capture code, hyperparameters, dependencies, artifacts, prompts, traces, and lineage.”Polyaxon, own website
How it ranks
Polyaxon is ranked 4th of 10 in Open-source data science platforms (Lister Score 90.0).
#4 in Open-source data science platforms · Lister Score 90.0
Polyaxon allows teams to schedule, track, and govern everything from GPU training to agent sessions in one place.
Captures code, hyperparameters, dependencies, and lineage by default for every run.
How the score is made up: fit to this ranking's criteria 40; evidence on its own site 20; buying information on its own site 16; how complete its published information is 14.
“Polyaxon is an open-source AI engineering control plane for ML workloads, AI training, agent sandboxes, coding sessions, observability, and model management on Kubernetes.”Polyaxon, own website
“Polyaxon is built on an Apache 2.0 core you can inspect, self-host, and extend through the free Community Edition.”Polyaxon, own website
| Rank | Open-source data science platforms | Score |
|---|---|---|
| 1 | IOMETE | 92.0 |
| 2 | Hopsworks | 90.0 |
| 3 | Knime Analytics Platform | 90.0 |
| 4 | Polyaxon | 90.0 |
| 5 | Flyte | 88.0 |
| 6 | Earthmover | 86.0 |
| 7 | MLflow AI Platform | 86.0 |
| 8 | Jupyter | 82.0 |
| 9 | Kedro | 82.0 |
| 10 | HPCC Systems | 80.0 |
Frequently asked questions
How does Polyaxon rank on Lister?
Polyaxon is ranked 4th of 10 in Open-source data science platforms (Lister Score 90.0).