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Best Oracle Cloud Infrastructure Data Science Alternatives in 2026

Updated

20 platforms 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/mo7.8
    Oracle Cloud Infrastructure Data Science vs Comet
  3. 3
    GitLab Package Registry Free plan apiLinuxself-hostedWeb $2.42/mo7.6
    Oracle Cloud Infrastructure Data Science vs GitLab Package Registry
  4. 4
    MLRun Free plan apiLinuxMacself-hostedWeb Free7.6
    Oracle Cloud Infrastructure Data Science vs MLRun
  5. 5
    Amazon SageMaker Autopilot Free trial apiWeb 7.4
    Oracle Cloud Infrastructure Data Science vs Amazon SageMaker Autopilot
  6. 6
    DagsHub Free plan apiself-hostedWeb $99/mo7.4
    Oracle Cloud Infrastructure Data Science vs DagsHub
  7. 7
    TrueFoundry AI Gateway Free plan apiself-hostedWeb $25/mo7.4
    Oracle Cloud Infrastructure Data Science vs TrueFoundry AI Gateway
  8. 8
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo7.2
    Oracle Cloud Infrastructure Data Science vs ClearML
  9. 9
    Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free7.0
    Oracle Cloud Infrastructure Data Science vs Hopsworks AI Lakehouse
  10. 10
    Databricks Notebooks Free plan Web Free6.9
    Oracle Cloud Infrastructure Data Science vs Databricks Notebooks
  11. 11
    MLflow Model Registry Free plan apiLinuxself-hostedWeb Free6.9
    Oracle Cloud Infrastructure Data Science vs MLflow Model Registry
  12. 12
    Snowflake CoCo Free trial apiLinuxMacWebWin 6.9
    Oracle Cloud Infrastructure Data Science vs Snowflake CoCo
  13. 13
    ZenML Free plan apiLinuxMacself-hostedWeb $999/mo6.9
    Oracle Cloud Infrastructure Data Science vs ZenML
  14. 14
    SAS Visual Statistics Free trial self-hostedWeb 6.8
    Oracle Cloud Infrastructure Data Science vs SAS Visual Statistics
  15. 15
    Polyaxon Free plan apiself-hostedWeb Free6.7
    Oracle Cloud Infrastructure Data Science vs Polyaxon
  16. 16
    JFrog ML Free trial apiself-hostedWeb 6.6
    Oracle Cloud Infrastructure Data Science vs JFrog ML
  17. 17
    Valohai Free trial apiLinuxself-hostedWeb 6.5
    Oracle Cloud Infrastructure Data Science vs Valohai
  18. 18
    Radiant AI Cloud Model Registry apiLinuxMacWebWin 6.4
    Oracle Cloud Infrastructure Data Science vs Radiant AI Cloud Model Registry
  19. 19
    Cloudera Data Lake Service apiWeb 6.3
    Oracle Cloud Infrastructure Data Science vs Cloudera Data Lake Service
  20. 20
    Snowflake Feature Store apiWeb 6.3
    Oracle Cloud Infrastructure Data Science vs Snowflake Feature Store

Oracle Cloud Infrastructure Data Science alternatives compared

#PlatformScoreFree planFromRuns on
1Weights & Biases7.9Free plan$60/moAPI, iOS, Linux, Mac, self-hosted, Web, Windows
2Comet7.8Free plan$19/moAPI, Linux, Mac, self-hosted, Web, Windows
3GitLab Package Registry7.6Free plan$2.42/moAPI, Linux, self-hosted, Web
4MLRun7.6Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
5Amazon SageMaker Autopilot7.4No—API, Web
6DagsHub7.4Free plan$99/moAPI, self-hosted, Web
7TrueFoundry AI Gateway7.4Free plan$25/moAPI, self-hosted, Web
8ClearML7.2Free plan$15/moAPI, Linux, Mac, self-hosted, Web, Windows
9Hopsworks AI Lakehouse7.0Free planFreeAPI, Linux, self-hosted, Web
10Databricks Notebooks6.9Free planFreeWeb
11MLflow Model Registry6.9Free planFreeAPI, Linux, self-hosted, Web
12Snowflake CoCo6.9No—API, Linux, Mac, Web, Windows
13ZenML6.9Free plan$999/moAPI, Linux, Mac, self-hosted, Web, Windows
14SAS Visual Statistics6.8No—self-hosted, Web
15Polyaxon6.7Free planFreeAPI, self-hosted, Web
16JFrog ML6.6No—API, self-hosted, Web
17Valohai6.5No—API, Linux, self-hosted, Web
18Radiant AI Cloud Model Registry6.4No—API, Linux, Mac, Web, Windows
19Cloudera Data Lake Service6.3No—API, Web
20Snowflake Feature Store6.3No—API, 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, GitLab Package Registry, MLRun 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. 12 of the 20 alternatives here publish a free plan on their own pricing pages.

How are these alternatives ranked?

Ranked on how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on.