AI · alternatives · 2026

24 alternatives to AiStreamliner

Unify MLOps. Accelerate AI. Gain open-source control.

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 1 we have checked on their own sites, 1 of them free or with a free tier.

1. 1
   Keywords AI▲688

   Unified DevOps platform to build AI applications

   2024 · respan.ai · its alternatives →

2. 2
   dyrector.io▲258

   Open-source SelfOps platform for containers.

   2023 · dyrector.io · its alternatives →

3. 3
   BuildShip V2▲617

   Visually develop backend APIs and workflows with AI

   2024 · buildship.com · its alternatives →

4. 4
   Outspeed▲462

   Platform for realtime voice and video AI

   2024 · its alternatives →

5. 5
   FastRouter.aifree tier, from $199/mo▲364

   Route requests to the right LLM for cost, latency & quality

   21d ago · fastrouter.ai · its alternatives →

6. 6
   VoiceOps▲401

   the #1 AI platform for analyzing enterprise voice

   2017 · voiceops.com · its alternatives →

7. 7
   Algorithmia▲154

   Automate DevOps for AI/ML with the AI Layer

   2014 · datarobot.com · its alternatives →

8. 8
   StatStream.ai▲94

   Monitor, manage & maintain

   2025 · statstream.ai · its alternatives →

9. 9BR
   Build Real-Time Data Pipelines with Spark Streamliner▲20

   2015 · blog.memsql.com · its alternatives →

10. 10
    Datrics (Pre launch)▲23

    Drag-and-drop AI for fast prototyping & MLops automation

    2020 · datrics.ai · its alternatives →

11. 11
    An Open Source Deep Learning/Machine Learning Stack on Kubernetes▲12

    AI control plane to schedule, run, debug, observe, and automate AI/ML workloads, agents, and sandboxes on your infra.

    2018 · polyaxon.com · its alternatives →

12. 12
    integrate.ai▲80

    Extend your product to train ML models on distributed data

    2022 · integrate.ai · its alternatives →

13. 13
    Seldon Deploy Advanced▲64

    Industry leading MLOps platform for enterprises

    2022 · seldon.io · its alternatives →

14. 14
    Outboundly.ai▲190

    AI-powered cold outreach platform

    2023 · outboundly.ai · its alternatives →

15. 15
    DS2.ai▲76

    MLOps platform for innovators

    2021 · ds2.ai · its alternatives →

16. 16
    Pod 2.0▲142

    The AI pipeline coach to sell more

    2024 · workwithpod.com · its alternatives →

17. 17
    workstreams.ai▲167

    An intuitive workflow management app

    2023 · workstreams.ai · its alternatives →

18. 18SO
    Seldon – Open Predictive AI released on GitHub under Apache 2.0▲27

    2015 · seldon.io · its alternatives →

19. 19
    buildpipe▲116

    Compose, run and automate multi step AI developer workflows

    May 2026 · buildpipe.com · its alternatives →

20. 20
    DataGrout ▲74

    Enterprise AI Platform for Agentic AI & MCP Integration

    Apr 2026 · datagrout.ai · its alternatives →

21. 21
    Infrastream▲5

    Deploy, secure & govern AI agents in your cloud.

    Aug 2026 · infrastream.io · its alternatives →

22. 22
    SegmentStream▲77

    Marketing intelligence for the Agentic AI era

    Apr 2026 · segmentstream.com · its alternatives →

23. 23
    Aibro - Seamless MLOps With Savings▲4

    MLOps

    2022 · aipaca.ai · its alternatives →

24. 24
    ZenML, extensible open-source MLOps framework for reproducible ML▲37

    ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io. - zenml-io/zenml

    2020 · github.com · its alternatives →

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →