Best Data Version Control Tools in 2026
Updated
In short: Weights & Biases is ranked #1 of 36 as of 4 October 2026, ahead of Apache Paimon and ClearML. The best-ranked option with a free plan is Apache Paimon. The lowest first paid tier on this page is Neon at $0.11/mo.
Data version control tools help you manage changes to datasets and restore earlier states when needed. Compare the data scope each tool covers and whether dataset branching suits the way you work with versions. Snapshot granularity and point-in-time rollback clarify how finely changes can be captured and recovered. Weights & Biases, Apache Paimon, and ClearML are among the options to consider. Also compare deployment model and storage backend, then weigh free-plan availability and paid-from pricing alongside those technical details. The best fit depends on the data you need to track, how you want to organize versions, and where the data will live.
36 data version control tools ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
19 of the 25 here have a free tier you can use, 0 have open-source code on record, and 0 have full bars: free, open, on most of your devices and documented.
| # | App | Signal | Free tier | Open code | Devices | From | Score |
|---|---|---|---|---|---|---|---|
| 1 | Weights & BiasesWeb · Windows · Mac · Linux · iPhone · Self-hosted · API | Three bars | — | 5 of 6 | $60/mo | 6.7 | |
| 2 | Apache PaimonWindows · Mac · Linux · Self-hosted · API | Three bars | — | 3 of 6 | Free | 6.6 | |
| 3 | ClearMLWeb · Windows · Mac · Linux · Self-hosted · API | Three bars | — | 4 of 6 | $15/mo | 6.6 | |
| 4 | DoltWeb · Windows · Mac · Linux · Self-hosted · API | Three bars | — | 4 of 6 | $5/mo | 6.6 | |
| 5 | NeonWeb · Windows · Mac · Linux · API | Three bars | — | 4 of 6 | $0.11/mo | 6.6 | |
| 6 | NileWeb · Windows · Mac · Linux · API | Three bars | — | 4 of 6 | Free | 6.6 | |
| 7 | DataLadWindows · Mac · Linux | Three bars | — | 3 of 6 | Free | 6.5 | |
| 8 | Hugging Face HubWeb · Linux · API | Two bars | — | 2 of 6 | $9/mo | 6.5 | |
| 9 | RoboflowWeb · Android · iPhone · Self-hosted · API | Three bars | — | 3 of 6 | $39/mo | 6.5 | |
| 10 | BauplanWeb · API | Two bars | — | 1 of 6 | $700/mo | 6.4 | |
| 11 | CrowdeeWeb · Self-hosted · API | Two bars | — | 1 of 6 | Free | 6.4 | |
| 12 | DagsHubWeb · Self-hosted · API | Two bars | — | 1 of 6 | $8.25/mo | 6.4 | |
| 13 | Databricks NotebooksWeb | Two bars | — | 1 of 6 | Free | 6.4 | |
| 14 | GravitiWeb · API | Two bars | — | 1 of 6 | $200/mo | 6.4 | |
| 15 | OxenWeb · Self-hosted · API | Two bars | — | 1 of 6 | $30/mo | 6.4 | |
| 16 | TerminusDBWeb · Linux · Self-hosted · API | Two bars | — | 2 of 6 | Free | 6.4 | |
| 17 | Apache HudiLinux · Self-hosted | Two bars | — | 1 of 6 | Free | 6.3 | |
| 18 | KedroLinux · Self-hosted | Two bars | — | 1 of 6 | Free | 6.3 | |
| 19 | git-annexWeb · Windows · Mac · Linux · Android · Self-hosted | Two bars | — | 5 of 6 | Free | 5.5 | |
| 20 | QuiltWeb · Linux · Self-hosted · API | One bar | — | — | 2 of 6 | $312.50/mo | 5.5 |
| 21 | Apache IcebergWindows · Mac · Linux | One bar | — | — | 3 of 6 | — | 5.4 |
| 22 | KartWindows · Mac · Linux | One bar | — | — | 3 of 6 | — | 5.4 |
| 23 | lakeFSWeb · Self-hosted · API | One bar | — | — | 1 of 6 | — | 5.4 |
| 24 | DVIDMac · Linux | No signal | — | — | 2 of 6 | — | 5.3 |
| 25 | Snowflake CoCoWeb · Windows · Mac · Linux · API | Two bars | — | — | 4 of 6 | — | 5.3 |
Is your app on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which data version control tool is ranked first on Freedom251?
Weights & Biases is ranked #1 of 36 with a score of 6.7. Apache Paimon is second and ClearML third.
How many of these have a free plan?
19 of the 25 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, Neon has the lowest first paid tier we found: $0.11/mo.
How is this list ranked?
Ranked free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation. Paid placements never change a rank.