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dstack SSH fleets vs Keel
Keel offers backend services for apps, not a unified AI compute orchestration layer.
dstack SSH fleetsAI container orchestration tool
KeelThe backend for your apps, the tools for your teamsWhich to pick
Pick dstack SSH fleets if you want…
- Unified AI workload orchestration
- Integrations with GPU clouds, Kubernetes or Slurm (on dstack SSH fleets' list, not Keel's)
Pick Keel if you want…
- Code-first backend with built-in internal tools
- App backend tooling
- Integrations with VSCode extension (on Keel's list, not dstack SSH fleets')
Side by side
- What it is
- dstack SSH fleets:dstack provides an open-source orchestration layer to manage AI workloads across GPU clouds, Kubernetes, VMs, and bare-metal via SSH fleets.
- Keel:Keel provides a code-first backend platform with instant internal tools, schema-driven APIs, and full-stack operations features.
- Best for
- dstack SSH fleets:Unified AI workload orchestration
- Keel:Code-first backend with built-in internal tools
- Who it’s for
- dstack SSH fleets:AI engineers, data-center operators, and teams using heterogeneous on-prem or cloud GPU compute.
- Keel:Engineers building operational backends and internal tools for fast-moving teams
- Pricing
- dstack SSH fleets:Open source
- Keel:Contact sales
- Open source
- dstack SSH fleets:Yes, 2,261 GitHub stars
- Keel:Yes
- Works with
- dstack SSH fleets:GPU clouds, Kubernetes, Slurm, bare-metal clusters
- Keel:VSCode extension
dstack SSH fleets features
- SSH Fleets. Connect and provision VMs or bare-metal servers over SSH for AI training and inference.
- Kubernetes Backend. Integrate existing Kubernetes clusters to schedule containerized AI jobs.
- Slurm Backend. Experimental support for Slurm clusters, submitting runs as Slurm jobs.
- Tasks Scheduling. Schedule training and other AI jobs with first-class compute primitives.
- Services. Cache-aware, PD-disaggregated inference serving with auto-scaling.
- Presets. Agent-based optimization toolkit for workload configuration.
- Projects. Tenant isolation and usage metering for multi-tenant AI labs.
- Gateways. HTTPS endpoints with domain, rate-limit, and auto-scaling support.
Keel features
- Schema-driven data model. Define data models, actions, and permissions in a clear schema that generates APIs and internal tools.
- TypeScript extensions. Write custom functions, jobs, and durable functions in TypeScript with full type safety.
- Version-controlled environments. Create multiple environments, branch deployments, and PR previews with audit trails.
- Built-in testing framework. Generate type-safe end-to-end tests from the schema for actions, functions, and jobs.
- Instant internal tools. Automatically generate UI tools for ops teams that stay in sync with schema changes.
- Serverless infrastructure. Managed, multi-region PostgreSQL and serverless runtime scales from first to millionth user.
dstack SSH fleets vs Keel FAQ
Is dstack SSH fleets or Keel free?+
dstack SSH fleets is free and open source.
Is dstack SSH fleets or Keel open source?+
Yes, both are open source: dstack SSH fleets (dstackai/dstack on GitHub, MPL-2.0 license) and Keel (teamkeel/keel on GitHub).
Do dstack SSH fleets and Keel integrate with the same tools?+
Their integration lists don't overlap: dstack SSH fleets lists GPU clouds, Kubernetes, Slurm and bare-metal clusters; Keel lists VSCode extension.
On DevHunt
Based on each tool's website and DevHunt data. Details may change; check the official sites.