Backend.AI
6.3#4 in gpu cluster management softwareFree planFree planWebAPILinuxSelf-hosted
VisitBackend.AI vs Koordinator
Koordinator
5.6#14 in gpu cluster management softwareAPILinuxSelf-hosted
VisitWhat both publish
| Fact | Backend.AI | Koordinator |
|---|---|---|
| Founded | 2015 | 2022 |
| Installation | The installation page offers operating-system and architecture selectors for downloading installation files. | Koordinator can be installed with Helm 3.5 or newer, and the installation documentation requires Kubernetes 1.18 or newer. |
| Purpose | Backend.AI is an AI infrastructure platform for building, training, and serving models and running parallel computing jobs. | Koordinator is a QoS-based scheduling system for efficient orchestration of microservices, AI and big-data workloads on Kubernetes. |
Backend.AI plans
- Open-sourceFree
- Try-outFree
- Enterprise (cloud)Priced on request
- Enterprise (on-premises)Priced on request
Koordinator plans
No prices published.
Pick Backend.AI if…
Backend.AI suits teams or institutions running GPU workloads, from single-GPU home use to larger clusters. It also fits organizations seeking on-premises, cloud, hybrid, or air-gapped deployment options.
Pick Koordinator if…
Koordinator suits teams running mixed Kubernetes workloads that need workload priorities, resource sharing and isolation. It also fits organizations that want to self-host scheduling and operations tooling.