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Best Backend.AI Alternatives in 2026

12 platforms from GPU cluster management software ranked against Backend.AI on the same published basis.

  1. 2
    dstack Free plan apiLinuxMacself-hostedWeb Free7.5
    Backend.AI vs dstack
  2. 3
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo7.3
    Backend.AI vs ClearML
  3. 4
    GPUStack Free plan apiLinuxMacself-hostedWeb Free7.3
    Backend.AI vs GPUStack
  4. 5
    NVIDIA ShadowPlay Free plan Win Free7.2
    Backend.AI vs NVIDIA ShadowPlay
  5. 6
    Kueue Free plan apiself-hosted Free7.0
    Backend.AI vs Kueue
  6. 7
    OpenPBS Free plan apiLinuxMacself-hosted Free7.0
    Backend.AI vs OpenPBS
  7. 8
    HAMi Free plan Linuxself-hosted Free6.9
    Backend.AI vs HAMi
  8. 9
    NVIDIA Base Command Manager LinuxWeb 6.7
    Backend.AI vs NVIDIA Base Command Manager
  9. 10
    Slurm Workload Manager Free plan apiLinuxself-hosted Free6.7
    Backend.AI vs Slurm Workload Manager
  10. 11
    HTCondor apiLinuxMacself-hostedWeb 6.5
    Backend.AI vs HTCondor
  11. 12
    Koordinator apiLinuxself-hosted 6.5
    Backend.AI vs Koordinator
  12. 13
    NVIDIA Mission Control Linuxself-hostedWeb 6.2
    Backend.AI vs NVIDIA Mission Control
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