Alternatives to NVIDIA Mission Control

17.4

ClearML

ClearML is an AI infrastructure platform organized into three layers: Infrastructure Control Plane, AI Development Center, and GenAI App Engine.

Free planWebAPILinux

From $15 a month

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26.9

dstack

dstack is an open-source orchestration layer for running AI workloads across GPU clouds, Kubernetes, virtual machines, and bare-metal clusters.

Free planWebAPILinux

Free plan

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36.4

GPUStack

GPUStack is an open-source GPU cluster manager for deploying, governing, and scaling AI models across on-premise, cloud, or hybrid infrastructure.

Free planWebAPILinux

Free plan

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4. 4BA

   Backend.AI

   Backend.AI is an AI infrastructure platform for building, training, and serving models, as well as running parallel computing jobs.

   Free planWebAPILinuxSelf-hosted
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5. 5

   HAMi

   HAMi is open-source GPU virtualization middleware for sharing and scheduling heterogeneous accelerators across AI workloads on Kubernetes.

   Free planLinuxSelf-hosted
   6.2Free plan
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6. 6HT

   HTCondor

   HTCondor is a free, open-source system for coordinating networked machines to run submitted computing jobs.

   WebAPILinuxmacOS
   6.1
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7. 7KU

   Kueue

   Kueue manages quotas and job resource use in Kubernetes, deciding when workloads wait, start, or are preempted.

   Free planAPISelf-hosted
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8. 8OP

   OpenPBS

   OpenPBS schedules jobs and manages workloads for high-performance computing environments, including clusters, clouds, and supercomputers.

   Free planAPILinuxmacOSSelf-hosted
   6.1Free plan
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9. 9SW

   Slurm Workload Manager

   Slurm Workload Manager is free, open-source software for managing clusters and scheduling work on Linux.

   Free planAPILinuxSelf-hosted
   6.0Free plan
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10. 10TR

    TORQUE Resource Manager

    TORQUE Resource Manager is a free, open-source resource and queue manager for compute clusters, based on the original PBS resource manager.

    Free planAPILinuxmacOSSelf-hosted
    6.0Free plan
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11. 11

    Apache YuniKorn

    Apache YuniKorn schedules batch, data, and machine learning workloads on Kubernetes.

    Free planWebAPISelf-hosted
    5.9Free plan
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12. 12NB

    NVIDIA Base Command Manager

    NVIDIA Base Command Manager manages Linux-based compute environments through web and Linux platforms.

    Free planWebLinux
    5.8Free plan
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13. 13

    SkyPilot

    SkyPilot is an AI compute platform that manages Kubernetes, Slurm, virtual machines, on-premises systems, and cloud resources through one interface.

    WebAPILinuxSelf-hosted
    5.7
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14. 14KO

    Koordinator

    Koordinator is a Kubernetes scheduling system for microservices, AI and big-data workloads.

    APILinuxSelf-hosted
    5.6
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15. 15KS

    KAI Scheduler

    KAI Scheduler is a free, open-source Kubernetes scheduler for allocating GPUs to AI workloads such as data processing, training, and inference.

    Self-hosted
    5.5
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16. 16MH

    Moab HPC Suite

    Moab HPC Suite schedules jobs and manages resources across high-performance computing infrastructure.

    APILinuxSelf-hosted
    5.2
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17. 17

    Volcano

    Volcano is a free, self-hosted system for scheduling high-performance workloads on Kubernetes.

    APISelf-hosted
    5.2
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18. 18VS

    Voda Scheduler

    Voda Scheduler is free, open-source software for scheduling GPU resources used by elastic deep learning workloads in Kubernetes.

    APISelf-hosted
    5.1
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19. 19

    NVIDIA Run:ai

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    4.8
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20. 20IS

    IBM Spectrum LSF

    LinuxWindows
    4.6
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