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Best C3 AI Demand Planning Alternatives in 2026

Updated

20 tools from model registry software ranked against C3 AI Demand Planning on the same published basis.

  1. 1
    Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo7.9
    C3 AI Demand Planning vs Weights & Biases
  2. 2
    Comet Free plan apiLinuxMacself-hostedWeb $19/mo7.7
    C3 AI Demand Planning vs Comet
  3. 3
    MLRun Free plan apiLinuxMacself-hostedWeb Free7.4
    C3 AI Demand Planning vs MLRun
  4. 4
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo7.3
    C3 AI Demand Planning vs ClearML
  5. 5
    GitLab Package Registry Free plan apiLinuxself-hostedWeb $2.42/mo7.3
    C3 AI Demand Planning vs GitLab Package Registry
  6. 6
    Amazon SageMaker Autopilot Free trial apiWeb 7.1
    C3 AI Demand Planning vs Amazon SageMaker Autopilot
  7. 7
    DagsHub Free plan apiself-hostedWeb $99/mo7.1
    C3 AI Demand Planning vs DagsHub
  8. 8
    Jozu Hub Free plan apiself-hostedWeb Free7.1
    C3 AI Demand Planning vs Jozu Hub
  9. 9
    Snowflake CoCo Free trial apiLinuxMacWebWin 7.1
    C3 AI Demand Planning vs Snowflake CoCo
  10. 10
    TrueFoundry AI Gateway Free plan apiself-hostedWeb $25/mo7.1
    C3 AI Demand Planning vs TrueFoundry AI Gateway
  11. 11
    ZenML Free plan apiLinuxMacself-hostedWeb $999/mo7.1
    C3 AI Demand Planning vs ZenML
  12. 12
    Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free6.9
    C3 AI Demand Planning vs Hopsworks AI Lakehouse
  13. 13
    MLflow Model Registry Free plan apiLinuxself-hostedWeb Free6.9
    C3 AI Demand Planning vs MLflow Model Registry
  14. 14
    SAS Visual Statistics Free trial self-hostedWeb 6.9
    C3 AI Demand Planning vs SAS Visual Statistics
  15. 15
    Databricks Notebooks Free plan Web Free6.8
    C3 AI Demand Planning vs Databricks Notebooks
  16. 16
    Oracle Code Assist extensionLinuxMacWebWin 6.8
    C3 AI Demand Planning vs Oracle Code Assist
  17. 17
    DataRobot Free trial apiLinuxself-hostedWeb 6.7
    C3 AI Demand Planning vs DataRobot
  18. 18
    JFrog ML Free trial apiself-hostedWeb 6.7
    C3 AI Demand Planning vs JFrog ML
  19. 19
    Radiant AI Cloud Model Registry apiLinuxMacWebWin 6.7
    C3 AI Demand Planning vs Radiant AI Cloud Model Registry
  20. 20
    Red Hat OpenShift Pipelines Free trial apiLinuxself-hostedWeb 6.7
    C3 AI Demand Planning vs Red Hat OpenShift Pipelines

C3 AI Demand Planning 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 Autopilot7.1API, Web
7DagsHub7.1Free plan$99/moAPI, self-hosted, Web
8Jozu Hub7.1Free planFreeAPI, self-hosted, Web
9Snowflake CoCo7.1API, 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 Statistics6.9self-hosted, Web
15Databricks Notebooks6.8Free planFreeWeb
16Oracle Code Assist6.8Browser, Linux, Mac, Web, Windows
17DataRobot6.7API, Linux, self-hosted, Web
18JFrog ML6.7API, self-hosted, Web
19Radiant AI Cloud Model Registry6.7API, Linux, Mac, Web, Windows
20Red Hat OpenShift Pipelines6.7API, Linux, self-hosted, Web
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Questions about C3 AI Demand Planning alternatives

What is the best alternative to C3 AI Demand Planning?

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 C3 AI Demand Planning?

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 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.