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Best Oracle Cloud Infrastructure Data Science Alternatives in 2026

Updated

20 tools from model registry software ranked against Oracle Cloud Infrastructure Data Science on the same published basis.

  1. 1
    Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo7.9
    Oracle Cloud Infrastructure Data Science vs Weights & Biases
  2. 2
    Comet Free plan apiLinuxMacself-hostedWeb $19/mo7.7
    Oracle Cloud Infrastructure Data Science vs Comet
  3. 3
    MLRun Free plan apiLinuxMacself-hostedWeb Free7.4
    Oracle Cloud Infrastructure Data Science vs MLRun
  4. 4
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo7.3
    Oracle Cloud Infrastructure Data Science vs ClearML
  5. 5
    GitLab Package Registry Free plan apiLinuxself-hostedWeb $2.42/mo7.3
    Oracle Cloud Infrastructure Data Science vs GitLab Package Registry
  6. 6
    Amazon SageMaker Autopilot Free trial apiWeb 7.1
    Oracle Cloud Infrastructure Data Science vs Amazon SageMaker Autopilot
  7. 7
    DagsHub Free plan apiself-hostedWeb $99/mo7.1
    Oracle Cloud Infrastructure Data Science vs DagsHub
  8. 8
    Jozu Hub Free plan apiself-hostedWeb Free7.1
    Oracle Cloud Infrastructure Data Science vs Jozu Hub
  9. 9
    Snowflake CoCo Free trial apiLinuxMacWebWin 7.1
    Oracle Cloud Infrastructure Data Science vs Snowflake CoCo
  10. 10
    TrueFoundry AI Gateway Free plan apiself-hostedWeb $25/mo7.1
    Oracle Cloud Infrastructure Data Science vs TrueFoundry AI Gateway
  11. 11
    ZenML Free plan apiLinuxMacself-hostedWeb $999/mo7.1
    Oracle Cloud Infrastructure Data Science vs ZenML
  12. 12
    Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free6.9
    Oracle Cloud Infrastructure Data Science vs Hopsworks AI Lakehouse
  13. 13
    MLflow Model Registry Free plan apiLinuxself-hostedWeb Free6.9
    Oracle Cloud Infrastructure Data Science vs MLflow Model Registry
  14. 14
    SAS Visual Statistics Free trial self-hostedWeb 6.9
    Oracle Cloud Infrastructure Data Science vs SAS Visual Statistics
  15. 15
    Databricks Notebooks Free plan Web Free6.8
    Oracle Cloud Infrastructure Data Science vs Databricks Notebooks
  16. 16
    DataRobot Free trial apiLinuxself-hostedWeb 6.7
    Oracle Cloud Infrastructure Data Science vs DataRobot
  17. 17
    JFrog ML Free trial apiself-hostedWeb 6.7
    Oracle Cloud Infrastructure Data Science vs JFrog ML
  18. 18
    Radiant AI Cloud Model Registry apiLinuxMacWebWin 6.7
    Oracle Cloud Infrastructure Data Science vs Radiant AI Cloud Model Registry
  19. 19
    Polyaxon Free plan apiself-hostedWeb Free6.6
    Oracle Cloud Infrastructure Data Science vs Polyaxon
  20. 20
    Valohai Free trial apiLinuxself-hostedWeb 6.6
    Oracle Cloud Infrastructure Data Science vs Valohai

Oracle Cloud Infrastructure Data Science alternatives compared

#ToolScoreFree planFromRuns on
1Weights & Biases7.9Free plan$60/moAPI, iOS, Linux, Mac, self-hosted, Web, Windows
2Comet7.7Free plan$19/moAPI, Linux, Mac, self-hosted, Web, Windows
3MLRun7.4Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
4ClearML7.3Free plan$15/moAPI, Linux, Mac, self-hosted, Web, Windows
5GitLab Package Registry7.3Free plan$2.42/moAPI, Linux, self-hosted, Web
6Amazon SageMaker Autopilot7.1No—API, Web
7DagsHub7.1Free plan$99/moAPI, self-hosted, Web
8Jozu Hub7.1Free planFreeAPI, self-hosted, Web
9Snowflake CoCo7.1No—API, Linux, Mac, Web, Windows
10TrueFoundry AI Gateway7.1Free plan$25/moAPI, self-hosted, Web
11ZenML7.1Free plan$999/moAPI, Linux, Mac, self-hosted, Web, Windows
12Hopsworks AI Lakehouse6.9Free planFreeAPI, Linux, self-hosted, Web
13MLflow Model Registry6.9Free planFreeAPI, Linux, self-hosted, Web
14SAS Visual Statistics6.9No—self-hosted, Web
15Databricks Notebooks6.8Free planFreeWeb
16DataRobot6.7No—API, Linux, self-hosted, Web
17JFrog ML6.7No—API, self-hosted, Web
18Radiant AI Cloud Model Registry6.7No—API, Linux, Mac, Web, Windows
19Polyaxon6.6Free planFreeAPI, self-hosted, Web
20Valohai6.6No—API, Linux, self-hosted, Web
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Questions about Oracle Cloud Infrastructure Data Science alternatives

What is the best alternative to Oracle Cloud Infrastructure Data Science?

Weights & Biases, number 1 in model registry software with a score of 7.9 out of 10. The others here: Comet, MLRun, ClearML and 16 more.

What is the best free alternative to Oracle Cloud Infrastructure Data Science?

Weights & Biases is the best-ranked alternative with a free plan. 13 of the 20 alternatives here publish a free plan on their own pricing pages.

How are these alternatives ranked?

Ranked on what each maker publishes, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing.