vioscale
Comparison

Polyaxon vs Valohai

No leader: the top candidate Polyaxon has only 0.26 confidence (low), below the 0.35 needed to declare a winner. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Polyaxon full profile →Valohai full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Polyaxon62
Valohai50
Score
Vioscale score
Polyaxon62 / 100low · 26%updating
Valohai50 / 100low · 22%updating
Pricing
Free tier
Polyaxon✓
Valohai✗
Model
Polyaxonfreemium
Valohaiquote
Price level
Polyaxonhigh
Valohaiunknown
Starting price
Polyaxon$4,000
Valohai–
Transparent
Polyaxon✓
Valohai✓
Integrations
Count
Polyaxon12
Valohai–
Security
Gdpr
Polyaxon–
Valohai✓
Soc2
Polyaxon–
Valohai✓
Market
Availability

Capabilities

Feature-by-feature on the axes that matter for experiment tracking. “-” means undocumented, not absent.

Capabilities
Deployment model
Polyaxon-
Valohai-
Open source
Polyaxon-
Valohai-
Metrics and artifact logging
Polyaxon-
Valohai-
Native hyperparameter sweeps
Polyaxon-
Valohai-
Run comparison diffing
Polyaxon-
Valohai-
Model registry bundled
Polyaxon-
Valohai-
Data versioning integration
Polyaxon-
Valohai-
Distributed multi node tracking
Polyaxon-
Valohai-
Team collaboration workspaces
Polyaxon-
Valohai-
LLM genai eval tracking
Polyaxon-
Valohai-
RBAC governance
Polyaxon-
Valohai-
SOC2
Polyaxon-
Valohai-
Pricing model
Polyaxon-
Valohai-

What each one is

The product in its own terms, so the numbers below have context.

Polyaxon

Platform for running machine learning training, AI workloads, and inference operations on Kubernetes infrastructure. Provides experiment tracking, observability, automation, governance, and team collaboration capabilities while supporting self-hosted, hybrid, and managed deployments.

Independently observed

Valohai

Valohai is an MLOps infrastructure platform that automates and tracks machine learning workflows, experiments, and model deployments. It provides unified cost and performance monitoring across any cloud, on-premises, or hybrid infrastructure, eliminating the complexity of managing ML infrastructure separately.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Polyaxon

from $4000/moSubscriptionFree tier

Free Community tier. Business from $4000/month plus per-seat add-ons. Enterprise custom pricing.

  • CommunityFree
    • Powerful workspace
    • Core experimentation features
    • Core tools and integrations
    • Core tracking and lineage features
    • Free community UI
    • +2 more
  • Business$4000/month base
    • Everything in Community
    • 10-30 developer seats
    • 1-4 compute clusters
    • 10-50 queues
    • 50-1000 concurrent runs
    • +20 more
  • EnterpriseContact sales
    • Custom number of active schedules
    • Custom branding and white label
    • Custom policies, RBAC, and ACL
    • Custom audit trail retention
    • Custom support and uptime SLAs
    • +5 more
as of verify ↗

Valohai

Quote-based14-day trial
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Polyaxon✓
Valohai✓
CLI
Polyaxon✓
Valohai✓
Deployment
Cloud / SaaS
Polyaxon✓
Valohai✓
Self-hosted
Polyaxon✓
Valohai✓
On-premise
Polyaxon✓
Valohai✓
Hybrid
Polyaxon✓
Valohai✓
Air-gapped
Polyaxon✗
Valohai✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Polyaxon

12 total
  • Slack
  • Git
  • TensorFlow
  • PyTorch
  • MXNet
  • Caffe
  • Torch
  • Ray
  • Dask
  • Spark
  • Kubeflow
  • TensorBoard
Independently observed

Valohai

Not documented yet.

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.