Comparison
pai vs uncloud
Verdict
Pick pai if pai is an open-source solution focused on resource scheduling and cluster management that supports deep learning frameworks including TensorFlow, PyTorch, and Chainer; pick uncloud if uncloud is a Go-based deployment tool that aims to bridge the functionality gap between Docker and Kubernetes with an emphasis on simplicity.
Markdown twin · pai alternatives · uncloud alternatives
GraphCanon updated Sep 20, 2026
9views this month
Trust & integrity
| Signal | pai | uncloud |
|---|---|---|
| Maintenance | Active (19d since push) As of Sep 3, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 3, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | Published findings As of Jul 15, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- pai
- Resource scheduling and cluster management for AI
- uncloud
- A lightweight tool for deploying and managing containerised applications across a network of Docker hosts.
Stars
- pai
- 2.7k
- uncloud
- 5.5k
Forks
- pai
- 552
- uncloud
- 179
Open issues
- pai
- 282
- uncloud
- 89
Language
- pai
- JavaScript
- uncloud
- Go
Adopt for
- pai
- pai is an open-source solution focused on resource scheduling and cluster management that supports deep learning frameworks including TensorFlow, PyTorch, and Chainer.
- uncloud
- Uncloud is a Go-based deployment tool that aims to bridge the functionality gap between Docker and Kubernetes with an emphasis on simplicity.
Persona
- pai
- -
- uncloud
- -
Runtime
- pai
- -
- uncloud
- -
License
- pai
- MIT
- uncloud
- Apache-2.0
Last pushed
- pai
- Aug 15, 2026
- uncloud
- Sep 17, 2026
Categories
- pai
- Inference & Serving, Model Training
- uncloud
- Inference & Serving
Trust and health
Maintenance
- pai
- Active (82%)
- uncloud
- Very active (96%)
Days since push
- pai
- 19d
- uncloud
- 0d
Open issues (now)
- pai
- 282
- uncloud
- 89
Stars delta
- pai
- +2 (30d)
- uncloud
- +52 (30d)
Open issues delta
- pai
- 0 (30d)
- uncloud
- +3 (30d)
Owner type
- pai
- Organization
- uncloud
- User
OSV dependency advisories
- pai
- No lockfile (source not queried)
- uncloud
- Published findings
Full report
- pai
- Trust report
- uncloud
- Trust report
Choose pai if…
- pai is primarily JavaScript; uncloud is Go.
- License: pai is MIT, uncloud is Apache-2.0.
- Tags unique to pai: ai, artificial-intelligence, gpu, machine-learning.
- Also covers Model Training.
- When you are working with JavaScript-based projects and need to integrate model training or serving operations within your tech stack seamlessly
When NOT to use pai
- For organizations that prefer a more comprehensive suite tailored for specific languages other than JavaScript, as the tool's focus is clearly on this language environment
- When looking for solutions strictly hosted in cloud environments, as pai also supports deployment in on-premise settings which could complicate decisions if cloud dependency is critical
Choose uncloud if…
- uncloud is primarily Go; pai is JavaScript.
- License: uncloud is Apache-2.0, pai is MIT.
- Tags unique to uncloud: containers, deployment, devops, docker.
- uncloud ships Docker support for self-hosted deployment.
- When you need a lightweight solution for deploying containerized apps across multiple Docker hosts without the complexity of full Kubernetes.
When NOT to use uncloud
- For environments that demand advanced load balancing and auto-scaling features typically found in full-fledged orchestrators like Kubernetes.
- In large-scale production setups where the maturity level of a more established tool is preferred to minimize risk.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (microsoft/pai) · observed Sep 20, 2026
- GitHub forks (microsoft/pai) · observed Sep 20, 2026
- Last push (microsoft/pai) · observed Aug 15, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (psviderski/uncloud) · observed Sep 20, 2026
- GitHub forks (psviderski/uncloud) · observed Sep 20, 2026
- Last push (psviderski/uncloud) · observed Sep 17, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: pai 2.7k · uncloud 5.5k (synced Sep 20, 2026).
Common questions
- What is the difference between pai and uncloud?
- pai: Resource scheduling and cluster management for AI. uncloud: A lightweight tool for deploying and managing containerised applications across a network of Docker hosts.. See the comparison table for live GitHub stats and shared categories.
- When should I choose pai over uncloud?
- Choose pai over uncloud when pai is primarily JavaScript; uncloud is Go; License: pai is MIT, uncloud is Apache-2.0; Tags unique to pai: ai, artificial-intelligence, gpu, machine-learning; Also covers Model Training; When you are working with JavaScript-based projects and need to integrate model training or serving operations within your tech stack seamlessly.
- When should I choose uncloud over pai?
- Choose uncloud over pai when uncloud is primarily Go; pai is JavaScript; License: uncloud is Apache-2.0, pai is MIT; Tags unique to uncloud: containers, deployment, devops, docker; uncloud ships Docker support for self-hosted deployment; When you need a lightweight solution for deploying containerized apps across multiple Docker hosts without the complexity of full Kubernetes.
- When should I avoid pai?
- For organizations that prefer a more comprehensive suite tailored for specific languages other than JavaScript, as the tool's focus is clearly on this language environment When looking for solutions strictly hosted in cloud environments, as pai also supports deployment in on-premise settings which could complicate decisions if cloud dependency is critical
- When should I avoid uncloud?
- For environments that demand advanced load balancing and auto-scaling features typically found in full-fledged orchestrators like Kubernetes. In large-scale production setups where the maturity level of a more established tool is preferred to minimize risk.
- Is pai or uncloud more popular on GitHub?
- uncloud has more GitHub stars (5,493 vs 2,688). Stars measure visibility, not whether either tool fits your constraints.
- Are pai and uncloud open source?
- Yes - both are open-source projects on GitHub (pai: MIT, uncloud: Apache-2.0).
- Where can I find alternatives to pai or uncloud?
- GraphCanon lists graph-backed alternatives at pai alternatives and uncloud alternatives (pai markdown twin, uncloud markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, pai or uncloud?
- pai: Active. uncloud: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for pai and uncloud?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: pai trust report; uncloud trust report.