For vendors
AdvertiseTop spots, featured rows, home sponsor Get listedAdd a product we don't cover yet Claim a listingFree: verify the domain, then correct your page Vendor dashboardNumbers, orders and placements
Mobile US PressList your app
Vendor dashboard

Best Alibaba Cloud Machine Learning Platform for AI Alternatives in 2026

Updated

20 apps from MLOps platforms ranked against Alibaba Cloud Machine Learning Platform for AI on the same published basis.

  1. 1
    Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo9.4
    Alibaba Cloud Machine Learning Platform for AI vs Weights & Biases
  2. 2
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo8.3
    Alibaba Cloud Machine Learning Platform for AI vs ClearML
  3. 3
    MLRun Free plan apiLinuxMacself-hostedWeb Free8.1
    Alibaba Cloud Machine Learning Platform for AI vs MLRun
  4. 4
    Polyaxon Free plan apiself-hostedWeb Free7.9
    Alibaba Cloud Machine Learning Platform for AI vs Polyaxon
  5. 5
    ZenML Free plan apiLinuxMacself-hostedWeb $999/mo7.7
    Alibaba Cloud Machine Learning Platform for AI vs ZenML
  6. 6
    Outerbounds Free plan apiWeb $2,499/mo7.6
    Alibaba Cloud Machine Learning Platform for AI vs Outerbounds
  7. 7
    Valohai Free trial apiLinuxself-hostedWeb 7.1
    Alibaba Cloud Machine Learning Platform for AI vs Valohai
  8. 8
    Paperspace Gradient Free plan LinuxMacWebWin $8/mo6.9
    Alibaba Cloud Machine Learning Platform for AI vs Paperspace Gradient
  9. 10
    Opik Free plan apiLinuxself-hostedWeb $19/mo6.4
    Alibaba Cloud Machine Learning Platform for AI vs Opik
  10. 11
    MLflow GenAI Evaluation Free plan apiself-hostedWeb Free6.2
    Alibaba Cloud Machine Learning Platform for AI vs MLflow GenAI Evaluation
  11. 12
    DataRobot Web 6.1
    Alibaba Cloud Machine Learning Platform for AI vs DataRobot
  12. 13
    Domino Data Lab Web 6.0
    Alibaba Cloud Machine Learning Platform for AI vs Domino Data Lab
  13. 14
    Metaflow Free plan apiLinuxMacself-hostedWeb Free6.0
    Alibaba Cloud Machine Learning Platform for AI vs Metaflow
  14. 15
    H2O.ai apiiOSself-hostedWeb 5.9
    Alibaba Cloud Machine Learning Platform for AI vs H2O.ai
  15. 16
    Canonical MLOps Web 5.9
    Alibaba Cloud Machine Learning Platform for AI vs Canonical MLOps
  16. 17
    Tencent Cloud TI-ONE Web $0.20/mo5.9
    Alibaba Cloud Machine Learning Platform for AI vs Tencent Cloud TI-ONE
  17. 18
    Oracle Cloud Infrastructure Data Science Web 5.3
    Alibaba Cloud Machine Learning Platform for AI vs Oracle Cloud Infrastructure Data Science
  18. 19
    Flyte Web 5.1
    Alibaba Cloud Machine Learning Platform for AI vs Flyte
  19. 20
    Red Hat OpenShift Pipelines Free trial apiLinuxself-hostedWeb 4.6
    Alibaba Cloud Machine Learning Platform for AI vs Red Hat OpenShift Pipelines
  20. 21
    SAP Joule Studio 4.6
    Alibaba Cloud Machine Learning Platform for AI vs SAP Joule Studio

Alibaba Cloud Machine Learning Platform for AI alternatives compared

#AppScoreFree planFromRuns on
1Weights & Biases9.4Free plan$60/moAPI, iOS, Linux, Mac, self-hosted, Web, Windows
2ClearML8.3Free plan$15/moAPI, Linux, Mac, self-hosted, Web, Windows
3MLRun8.1Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
4Polyaxon7.9Free planFreeAPI, self-hosted, Web
5ZenML7.7Free plan$999/moAPI, Linux, Mac, self-hosted, Web, Windows
6Outerbounds7.6Free plan$2,499/moAPI, Web
7Valohai7.1No—API, Linux, self-hosted, Web
8Paperspace Gradient6.9Free plan$8/moLinux, Mac, Web, Windows
10Opik6.4Free plan$19/moAPI, Linux, self-hosted, Web
11MLflow GenAI Evaluation6.2Free planFreeAPI, self-hosted, Web
12DataRobot6.1No—Web
13Domino Data Lab6.0No—Web
14Metaflow6.0Free planFreeAPI, Linux, Mac, self-hosted, Web
15H2O.ai5.9No—API, iOS, self-hosted, Web
16Canonical MLOps5.9No—Web
17Tencent Cloud TI-ONE5.9No$0.20/moWeb
18Oracle Cloud Infrastructure Data Science5.3No—Web
19Flyte5.1No—Web
20Red Hat OpenShift Pipelines4.6No—API, Linux, self-hosted, Web
21SAP Joule Studio4.6No——
Make your app an alternative to Alibaba Cloud Machine Learning Platform for AI

The sponsored alternative slot on this page is labelled and never changes the order above.

See the price

Questions about Alibaba Cloud Machine Learning Platform for AI alternatives

What is the best alternative to Alibaba Cloud Machine Learning Platform for AI?

Weights & Biases, number 1 in MLOps platforms with a score of 9.4 out of 10. The others here: ClearML, MLRun, Polyaxon and 16 more.

What is the best free alternative to Alibaba Cloud Machine Learning Platform for AI?

Weights & Biases is the best-ranked alternative with a free plan. 10 of the 20 alternatives here publish a free plan on their own pricing pages.

How are these alternatives ranked?

Ranked mobile-first: a phone app alongside the web or desktop product, a free tier and the depth of its documentation. Paid placements never change a rank.