vioscale
Comparison

DVCLive vs Polyaxon

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.

DVCLive full profile →Polyaxon full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
DVCLive26
Polyaxon62
Score
Vioscale score
DVCLive26 / 100low · 3%
Polyaxon62 / 100low · 26%
Pricing
Free tier
DVCLive–
Polyaxon✓
Model
DVCLive–
Polyaxonfreemium
Price level
DVCLive–
Polyaxonhigh
Starting price
DVCLive–
Polyaxon$4,000
Transparent
DVCLive–
Polyaxon✓
Integrations
Count
DVCLive7
Polyaxon12
Market
Availability

Capabilities

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

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

What each one is

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

DVCLive

A Python API for logging training metrics and artifacts during ML experiments, designed to work seamlessly with Git repositories and multiple cloud storage backends for reproducible, tracked machine learning workflows.

Independently observed

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

Pricing

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

DVCLive

Pricing not documented yet.

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 ↗

Platform & deployment

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

Platforms
Web
DVCLive✗
Polyaxon✓
macOS
DVCLive✓
Polyaxon✗
Windows
DVCLive✓
Polyaxon✗
Linux
DVCLive✓
Polyaxon✗
CLI
DVCLive✓
Polyaxon✓
Deployment
Cloud / SaaS
DVCLive✓
Polyaxon✓
Self-hosted
DVCLive✓
Polyaxon✓
On-premise
DVCLive✓
Polyaxon✓
Hybrid
DVCLive✗
Polyaxon✓

Integrations

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

DVCLive

7 total
  • Hydra
  • GitHub
  • AWS S3
  • Microsoft Azure
  • Google Cloud
  • Google Drive
  • Alibaba Cloud OSS
Independently observed

Polyaxon

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

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