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Best Vertex AI Vector Search Alternatives in 2026

Updated

20 apps from ML experiment tracking software ranked against Vertex AI Vector Search on the same published basis.

  1. 1
    Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo7.8
    Vertex AI Vector Search vs Weights & Biases
  2. 2
    Comet Free plan apiLinuxMacself-hostedWeb $19/mo6.4
    Vertex AI Vector Search vs Comet
  3. 3
    DagsHub Free plan apiself-hostedWeb $99/mo6.4
    Vertex AI Vector Search vs DagsHub
  4. 4
    Databricks Notebooks Free plan Web Free6.4
    Vertex AI Vector Search vs Databricks Notebooks
  5. 5
    GitLab Package Registry Free plan apiLinuxself-hostedWeb $2.42/mo6.4
    Vertex AI Vector Search vs GitLab Package Registry
  6. 6
    Amazon SageMaker Autopilot Free trial apiWeb 6.3
    Vertex AI Vector Search vs Amazon SageMaker Autopilot
  7. 7
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo6.3
    Vertex AI Vector Search vs ClearML
  8. 8
    DVCLive Free plan api Free6.3
    Vertex AI Vector Search vs DVCLive
  9. 9
    Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free6.3
    Vertex AI Vector Search vs Hopsworks AI Lakehouse
  10. 10
    InstantML Free plan apiWeb $199/mo6.3
    Vertex AI Vector Search vs InstantML
  11. 11
    TensorBoard Free plan apiLinuxMacself-hostedWeb Free6.3
    Vertex AI Vector Search vs TensorBoard
  12. 12
    ZenML Free plan apiLinuxMacself-hostedWeb $999/mo6.3
    Vertex AI Vector Search vs ZenML
  13. 13
    Metaflow Free plan apiLinuxMacself-hostedWeb Free6.2
    Vertex AI Vector Search vs Metaflow
  14. 14
    MLflow GenAI Evaluation Free plan apiself-hostedWeb Free6.2
    Vertex AI Vector Search vs MLflow GenAI Evaluation
  15. 15
    MLRun Free plan apiLinuxMacself-hostedWeb Free6.2
    Vertex AI Vector Search vs MLRun
  16. 16
    OpenML Free plan apiWeb Free6.2
    Vertex AI Vector Search vs OpenML
  17. 17
    Polyaxon Free plan apiself-hostedWeb Free6.2
    Vertex AI Vector Search vs Polyaxon
  18. 18
    Trackio Free plan apiLinuxMacself-hostedWeb Free6.2
    Vertex AI Vector Search vs Trackio
  19. 19
    Guild AI LinuxMacWebWin 5.8
    Vertex AI Vector Search vs Guild AI
  20. 20
    LUML Flow 5.8
    Vertex AI Vector Search vs LUML Flow

Vertex AI Vector Search alternatives compared

#AppScoreFree planFromRuns on
1Weights & Biases7.8Free plan$60/moAPI, iOS, Linux, Mac, self-hosted, Web, Windows
2Comet6.4Free plan$19/moAPI, Linux, Mac, self-hosted, Web, Windows
3DagsHub6.4Free plan$99/moAPI, self-hosted, Web
4Databricks Notebooks6.4Free planFreeWeb
5GitLab Package Registry6.4Free plan$2.42/moAPI, Linux, self-hosted, Web
6Amazon SageMaker Autopilot6.3No—API, Web
7ClearML6.3Free plan$15/moAPI, Linux, Mac, self-hosted, Web, Windows
8DVCLive6.3Free planFreeAPI
9Hopsworks AI Lakehouse6.3Free planFreeAPI, Linux, self-hosted, Web
10InstantML6.3Free plan$199/moAPI, Web
11TensorBoard6.3Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
12ZenML6.3Free plan$999/moAPI, Linux, Mac, self-hosted, Web, Windows
13Metaflow6.2Free planFreeAPI, Linux, Mac, self-hosted, Web
14MLflow GenAI Evaluation6.2Free planFreeAPI, self-hosted, Web
15MLRun6.2Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
16OpenML6.2Free planFreeAPI, Web
17Polyaxon6.2Free planFreeAPI, self-hosted, Web
18Trackio6.2Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
19Guild AI5.8No—Linux, Mac, Web, Windows
20LUML Flow5.8No——
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Questions about Vertex AI Vector Search alternatives

What is the best alternative to Vertex AI Vector Search?

Weights & Biases, number 1 in ML experiment tracking software with a score of 7.8 out of 10. The others here: Comet, DagsHub, Databricks Notebooks and 16 more.

What is the best free alternative to Vertex AI Vector Search?

Weights & Biases is the best-ranked alternative with a free plan. 17 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.