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Harbor vs Spawned
Short answer: Pick Harbor if you want one-command local LLM stack orchestration; pick Spawned if you want unified deployment on self-hosted cloud. Harbor is free and open source; Spawned has a free plan, paid from $20/month.
HarborEffortlessly run LLM backends, APIs, frontends, and services with one command.
SpawnedA Vercel for your own Cloud.Which to pick
Pick Harbor if you want…
- One-command local LLM stack orchestration
- A free, open-source tool
- Integrations with Ollama, llama.cpp or vLLM (on Harbor's list, not Spawned's)
Pick Spawned if you want…
- Unified deployment on self-hosted cloud
- Integrations with AWS, Google Cloud or Azure (on Spawned's list, not Harbor's)
Side by side
- What it is
- Harbor:Harbor is a CLI tool that orchestrates containerized LLM backends, frontends and services with a single command.
- Spawned:Spawned is an all-in-one cloud platform to deploy containers, databases, functions and full-stack apps on infrastructure you own.
- Best for
- Harbor:One-command local LLM stack orchestration
- Spawned:Unified deployment on self-hosted cloud
- Who it’s for
- Harbor:Developers who want to run local LLM stacks quickly without manual Docker setup
- Spawned:Developers and teams who want to manage their own cloud resources across AWS, GCP, Azure or Kubernetes.
- Pricing
- Harbor:Open source
- Spawned:Freemium
- Starting price
- Harbor:Free
- Spawned:$20/month (Developer)
- Free plan or trial
- Harbor:Free to use
- Spawned:Free trial
- Plans
- Harbor:—
- Spawned:Developer $20 per month · Pro $100 per month · Scale $399 per month
- Open source
- Harbor:Yes, 3,231 GitHub stars
- Spawned:—
- Works with
- Harbor:Ollama, llama.cpp, vLLM, Open WebUI, SearXNG, Speaches, ComfyUI
- Spawned:AWS, Google Cloud, Azure, Kubernetes, GitHub, Terraform
Harbor features
- Single-command stack launch. Run multiple LLM backends, frontends and services together with `harbor up`.
- Containerized LLM toolkit. Provides Docker-based backends like Ollama, llama.cpp, vLLM.
- Convenience utilities. CLI helpers for model management, config, debugging, URLs and tunnels.
- Optimizing proxy & benchmarking. Built-in proxy for performance tuning and tools to benchmark models.
- Service CLIs via Docker. Run service CLIs without installing them locally, using Docker containers.
- Shared caches & profiles. Caches models across services and supports config profiles and history.
Spawned features
- CLI installer. One-line script installs the Spawned CLI for local management.
- Agentic infrastructure. AI agents can provision and connect resources directly in your cloud account.
- Unified dashboard. View deployments, environments, logs and policies from a single surface.
- Terraform-compatible exports. All resources are exportable as Terraform code from the start.
- Managed cloud option. Try Spawned on shared cloud credits without owning an account.
- Spend alerts & budgets. Set usage limits and receive alerts to avoid unexpected cloud bills.
Harbor vs Spawned FAQ
What is the difference between Harbor and Spawned?+
Spawned is a Vercel-like cloud platform, while Harbor runs locally via Docker.
Should I use Harbor or Spawned?+
Pick Harbor if you want one-command local LLM stack orchestration, a free, open-source tool or integrations with Ollama, llama.cpp or vLLM (on Harbor's list, not Spawned's). Pick Spawned if you want unified deployment on self-hosted cloud or integrations with AWS, Google Cloud or Azure (on Spawned's list, not Harbor's).
Is Harbor or Spawned free?+
Harbor is free and open source. Spawned has a free plan; paid plans start at $20/month (Developer).
Which is cheaper, Harbor or Spawned?+
Harbor is free, so it costs less. Spawned starts at $20/month (Developer).
Is Harbor or Spawned open source?+
Harbor is open source (av/harbor on GitHub, Apache-2.0 license). DevHunt has no public source repository on record for Spawned.
Do Harbor and Spawned integrate with the same tools?+
Their integration lists don't overlap: Harbor lists Ollama, llama.cpp, vLLM, Open WebUI and 3 more; Spawned lists AWS, Google Cloud, Azure, Kubernetes and 2 more.
On DevHunt
Based on each tool's website and DevHunt data. Details may change; check the official sites.