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dstack SSH fleets vs Keel
Short answer: Pick dstack SSH fleets if you want unified AI workload orchestration; pick Keel if you want code-first backend with built-in internal tools. dstack SSH fleets is free and open source.
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
- Starting price
- dstack SSH fleets:Free
- Keel:—
- Free plan or trial
- dstack SSH fleets:Free to use
- Keel:—
- 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
What is the difference between dstack SSH fleets and Keel?+
Keel offers backend services for apps, not a unified AI compute orchestration layer.
Should I use dstack SSH fleets or Keel?+
Pick dstack SSH fleets if you want unified AI workload orchestration or 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 or integrations with VSCode extension (on Keel's list, not dstack SSH fleets').
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.