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Software · head to head

DVC vs NocoDB

DVC logo

DVC

Software

Data version control for machine learning projects

From
Free
Rated
-
Full reviewWebsite
NocoDB logo

NocoDB

Software

Open-source no-code database platform with REST and GraphQL APIs

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: DVC dVC is Apache 2.0 licensed open source with no enterprise tier or paid support offering documented in the project itself; teams needing SLA-backed support get nothing from the DVC project directly.; NocoDB the free cloud tier is capped at 3 editor seats, 1,000 records and 1 GB of storage
  • They diverge on capability: DVC covers Data versioning, NocoDB covers REST API.

Where they differ

Only the attributes on which DVC and NocoDB actually diverge.

Attributes where DVC and NocoDB differ
AttributeDVCNocoDB
PlatformsLinux, Mac, WindowsCloud, Self-hosted, Docker
Founded20182020

Identical on both: starting price (Free), pricing model (open-source), free tier (Yes), user rating (Not yet rated), category (Unknown).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in DVC

  • Data versioning
  • Pipeline management
  • Experiment tracking
  • Remote storage
  • Git integration
  • Git
  • S3
  • Azure Blob

Only in NocoDB

  • REST API
  • GraphQL API
  • No-code database
  • Multiple SQL databases
  • Webhooks
  • Automation
  • Cloud support
  • Self-hosted support

What people use each for

The jobs each tool is most often brought in to do.

DVC

  • Machine learningnot NocoDB
  • Data analysisnot NocoDB
  • Model trainingnot NocoDB
  • Predictive analyticsnot NocoDB

NocoDB

  • Self-hosting an open source alternative to a spreadsheet databasenot DVC
  • Putting a spreadsheet interface over an existing Postgres or MySQL databasenot DVC
  • Building internal tools on structured data with an APInot DVC
  • Team bases with per-field and per-table permissions on the paid tiersnot DVC

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

DVC

  • DVC is Apache 2.0 licensed open source with no enterprise tier or paid support offering documented in the project itself; teams needing SLA-backed support get nothing from the DVC project directly.

NocoDB

  • The free cloud tier is capped at 3 editor seats, 1,000 records and 1 GB of storage
  • Records are the metering unit on cloud, so Plus covers 50K and Business 300K rather than scaling by seat alone
  • Row-level security, audit log retention and team hierarchy require the Scale tier
  • SCIM provisioning and air-gapped deployment are Enterprise only
  • The self-hosted Community edition is unlimited on records and seats but does without workflows, scripts and dashboards, which start at the paid self-hosted tiers

Pricing, plan by plan

DVC

Free
  • Open SourceFree
    • Data versioning
    • Pipeline management
    • Experiment tracking
  • DVC StudioFree
    • Web UI
    • Team collaboration
    • Visualizations

NocoDB

Free
  • CommunityFree
    • Self-hosted NocoDB
    • Community support
  • Starter$5/monthly
    • Cloud hosting
    • Basic features

Which should you pick?

Choose DVC if

  • You need data versioning.
  • You want to start without paying.
  • You work on Linux, Mac, Windows.
  • You also want pipeline management.
DVC review

Choose NocoDB if

  • You need rest api.
  • You want to start without paying.
  • You work on Cloud, Self-hosted, Docker.
  • You also want graphql api.
NocoDB review

Questions people ask

Is DVC or NocoDB better?
Neither clearly leads. DVC starts at Free and NocoDB at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, DVC or NocoDB?
DVC starts at Free and NocoDB at Free.
Does DVC or NocoDB run on more platforms?
DVC runs on Linux, Mac, Windows. NocoDB runs on Cloud, Self-hosted, Docker.
Can I use DVC for free?
Both have a free tier, so you can try either at no cost before committing.
What is DVC best used for?
DVC is most often used for machine learning, data analysis, model training, predictive analytics. Of those, machine learning and data analysis are not what NocoDB is typically brought in for.
What can DVC do that NocoDB cannot?
DVC covers Data versioning, Pipeline management, Experiment tracking, Remote storage. NocoDB covers REST API, GraphQL API, No-code database, Multiple SQL databases.
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