DVCLive
A command-line tool for versioning data and machine learning experiments alongside Git repositories
- Also known as
- dvclive
Available worldwide
What is DVCLive?
Track and version data artifacts, models, and ML experiments while keeping version metadata in Git. Create reproducible pipelines, run and compare experiments, and store data across multiple cloud platforms.
DVCLive pricing
We don't have DVCLive's full plan breakdown yet (its pricing page resisted automated reading). Here's what we could confirm. Always check live pricing for exact numbers.
What DVCLive does
The capabilities that matter for experiment tracking, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.
- Deployment model
- Self hosted
- Open source
- ✓
- Metrics and artifact logging
- ✓
- Native hyperparameter sweeps
- ✓
- Run comparison diffing
- ✓
- Model registry bundled
- -
- Data versioning integration
- ✓
- Distributed multi node tracking
- -
- Team collaboration workspaces
- ✓
- LLM genai eval tracking
- -
- RBAC governance
- -
- SOC2
- -
- Pricing model
- Open source self host
Platform & deployment
Independently observed- CLI
- macOS
- Linux
- Windows
- Cloud / SaaS
- Self-hosted
Integrations (13)
Independently observed- GitLab
- Amazon S3
- Azure
- Google Cloud Storage
- Hydra
- GitHub
- AWS S3
- Microsoft Azure
- Google Cloud
- Google Drive
- Alibaba Cloud OSS
- Alibaba OSS
- SSH
DVCLive FAQ
Common questions about DVCLive, answered from independent, dated evidence.
What is DVCLive?
A CLI tool for versioning data and ML models within Git repositories, with support for reproducible experiments, remote storage integration, and team collaboration. It is indexed under Experiment Tracking.
Source: https://dvc.org/doc/dvclive
Is DVCLive free to use?
DVCLive is open source, so it can be self-hosted and used at no licence cost. Pricing changes often, so verify at source before relying on it.
Source: https://dvc.org/doc/dvclive
What platforms does DVCLive support?
DVCLive supports Windows, macOS, Linux and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.
Source: https://dvc.org/doc/dvclive
Can DVCLive be self-hosted?
Yes. DVCLive can be deployed on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.
Source: https://dvc.org/doc/dvclive
What does DVCLive integrate with?
We have confirmed 9 integrations for DVCLive, including Hydra, GitHub, AWS S3, Microsoft Azure, Google Cloud, Google Drive, Alibaba Cloud OSS and GitLab, plus 1 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.
Source: https://dvc.org/doc/dvclive
DVCLive alternatives
Other experiment tracking we track, ranked by the same independent score.
- PolyaxonKubernetes-native AI orchestration platform for running and managing machine learning workloads on your own infrastructurelow · 26%
- Guild AIA unified platform for discovering, monitoring, and governing AI agents across your entire organizationmedium · 52%
- CometOpen-source platform for tracing, evaluating, and monitoring large language model applications and AI agentslow · 5%
- Valohailow · 26%
- Amazon SageMaker ExperimentsA unified platform for organizing, tracking, and comparing machine learning experiments and model training runsmedium · 55%
Compare DVCLive
Side by side against other experiment tracking, attribute by attribute, with a source on every value.
The vioscaleAI score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for DVCLive, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Capabilities | 81 | 0.08 | 6.5 | ✓ |
| Integrations | 24 | 0.05 | 1.3 | ✓ |
| Stars | 0 | 0.05 | 0.0 | - |
| Dependent projects | 0 | 0.05 | 0.0 | - |
| Development activity | 0 | 0.14 | 0.0 | - |
| Release cadence | 0 | 0.08 | 0.0 | - |
| Security posture | 0 | 0.12 | 0.0 | - |
| Package downloads | 0 | 0.04 | 0.0 | - |
| Security score | 0 | 0.05 | 0.0 | - |
| Developer Q&A activity | 0 | 0.14 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Content
| Attribute | Value | Evidence |
|---|---|---|
| Faq | 5 items | mediumsource · 2026-09-10 · 60% |
Features
| Attribute | Value | Evidence |
|---|---|---|
| Capabilities | Open source: Yes · Pricing model: open-source-self-host · Deployment model: self-hosted · Run comparison diffing: Yes · Data versioning integration: Yes · Metrics and artifact logging: Yes | mediumsource · 2026-09-29 · 60% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 6 | mediumsource · 2026-09-29 · 60% |
Market
| Attribute | Value | Evidence |
|---|---|---|
| Availability | PrimaryMarkets: … · AvailabilityScope: global · AvailableCountries: … · NotAvailableCountries: … | highsource · 2026-08-19 · 75% |
Pricing
Security
| Attribute | Value | Evidence |
|---|---|---|
| Trust center | https://dvc.org/blog/tags/security/ | mediumsource · 2026-09-06 · 60% |
Is DVCLive the right choice for you?
Tell us the job, the constraints and what you weigh most, and we will rank DVCLive against the rest of the experiment tracking we index, using the same dated evidence weighted your way.
Free to run, no account needed to start. How the evaluation works
Is this your product?
This profile was built from public sources without asking you. You can take the badge below and use it anywhere, and you can claim the profile to correct anything we got wrong. Both are free, and neither moves DVCLive up or down: nobody can buy rank here, including you.
Take the badge
Live, always current, and free to use on your own site. It shows DVCLive's independent score and links back to this profile.
<a href="https://www.vioscale.ai/software/dvclive" target="_blank" rel="noopener">
<img src="https://www.vioscale.ai/badge/software/dvclive.svg" alt="DVCLive, verified on vioscaleAI" width="330" height="76" loading="lazy" />
</a>Markdown, for a README →
[](https://www.vioscale.ai/software/dvclive)Claim the profile
Verify you control the domain, then point us at the pages that state the facts about DVCLive and add your own description and media. Free, and it does not change the score.
- Correct anything wrong, with evidence
- Point our crawler at the pages that matter
- Write your own description and add media
Not the owner? How vendor profiles work