Comparison
dstack vs pai
Verdict
Pick dstack if dstack is a vendor-agnostic orchestration tool for AI workloads, including training, inference, and agentic tasks, across various hardware and environments; 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.
Markdown twin · dstack alternatives · pai alternatives
GraphCanon updated Sep 29, 2026
15views this month
Trust & integrity
| Signal | dstack | pai |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Active (11d since push) As of Sep 29, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 29, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 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
- dstack
- Vendor-agnostic orchestration for training, inference and agentic workloads
- pai
- Resource scheduling and cluster management for AI
Stars
- dstack
- 2.3k
- pai
- 2.7k
Forks
- dstack
- 262
- pai
- 554
Open issues
- dstack
- 64
- pai
- 260
Language
- dstack
- Python
- pai
- JavaScript
Adopt for
- dstack
- dstack is a vendor-agnostic orchestration tool for AI workloads, including training, inference, and agentic tasks, across various hardware and environments.
- pai
- pai is an open-source solution focused on resource scheduling and cluster management that supports deep learning frameworks including TensorFlow, PyTorch, and Chainer.
Persona
- dstack
- -
- pai
- -
Runtime
- dstack
- -
- pai
- -
License
- dstack
- dstack is licensed under the Mozilla Public License 2.0, which is an open-source license.
- pai
- MIT
Last pushed
- dstack
- Sep 17, 2026
- pai
- Sep 18, 2026
Categories
- dstack
- AI Agents, Inference & Serving, Model Training
- pai
- Inference & Serving, Model Training
Trust and health
Maintenance
- dstack
- Very active (96%)
- pai
- Active (82%)
Days since push
- dstack
- 0d
- pai
- 11d
Open issues (now)
- dstack
- 64
- pai
- 260
Stars delta
- dstack
- +61 (30d)
- pai
- +8 (30d)
Open issues delta
- dstack
- +3 (30d)
- pai
- -22 (30d)
Full report
- dstack
- Trust report
- pai
- Trust report
Choose dstack if…
- dstack is primarily Python; pai is JavaScript.
- License: dstack is MPL-2.0, pai is MIT.
- Pricing: The core functionality of dstack is free and open-source under the Mozilla Public License 2.0. Additional services or support may be available for a fee..
- Requirements: Requires Docker; Requires Git and OpenSSH for CLI installation and configuration..
- Tags unique to dstack: agent-skills, agentic-orchestration, amd, cloud.
- Also covers AI Agents.
- When you need orchestration for AI workloads that can run on a variety of hardware like NVIDIA, AMD, TPU, and Tenstorrent, and across different environments such as clouds, Kubernetes, and bare metal.
When NOT to use dstack
- If you are looking for a tool that is tightly integrated with a specific cloud provider or hardware vendor, as dstack is designed to be vendor-agnostic.
- When your project strictly requires proprietary licensing, as dstack is licensed under the Mozilla Public License 2.0, which is open source.
- If your team does not have the capability to install and configure the dstack CLI, which requires Git and OpenSSH, and involves setting up a server and configuring it with a user token and project URL
Choose pai if…
- pai is primarily JavaScript; dstack is Python.
- License: pai is MIT, dstack is MPL-2.0.
- Tags unique to pai: ai, artificial-intelligence, kubernetes, machine-learning.
- 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
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (dstackai/dstack) · observed Sep 20, 2026
- GitHub forks (dstackai/dstack) · observed Sep 20, 2026
- Last push (dstackai/dstack) · observed Sep 17, 2026
- License file (MPL-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (microsoft/pai) · observed Sep 29, 2026
- GitHub forks (microsoft/pai) · observed Sep 29, 2026
- Last push (microsoft/pai) · observed Sep 18, 2026
- License file (MIT) · observed Sep 29, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: dstack 2.3k · pai 2.7k (synced Sep 20, 2026).
Common questions
- What is the difference between dstack and pai?
- dstack: Vendor-agnostic orchestration for training, inference and agentic workloads. pai: Resource scheduling and cluster management for AI. See the comparison table for live GitHub stats and shared categories.
- When should I choose dstack over pai?
- Choose dstack over pai when dstack is primarily Python; pai is JavaScript; License: dstack is MPL-2.0, pai is MIT; Pricing: The core functionality of dstack is free and open-source under the Mozilla Public License 2.0. Additional services or support may be available for a fee.; Requirements: Requires Docker; Requires Git and OpenSSH for CLI installation and configuration.; Tags unique to dstack: agent-skills, agentic-orchestration, amd, cloud; Also covers AI Agents; When you need orchestration for AI workloads that can run on a variety of hardware like NVIDIA, AMD, TPU, and Tenstorrent, and across different environments such as clouds, Kubernetes, and bare metal.
- When should I choose pai over dstack?
- Choose pai over dstack when pai is primarily JavaScript; dstack is Python; License: pai is MIT, dstack is MPL-2.0; Tags unique to pai: ai, artificial-intelligence, kubernetes, machine-learning; 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 avoid dstack?
- If you are looking for a tool that is tightly integrated with a specific cloud provider or hardware vendor, as dstack is designed to be vendor-agnostic. When your project strictly requires proprietary licensing, as dstack is licensed under the Mozilla Public License 2.0, which is open source. If your team does not have the capability to install and configure the dstack CLI, which requires Git and OpenSSH, and involves setting up a server and configuring it with a user token and project URL
- 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
- Is dstack or pai more popular on GitHub?
- pai has more GitHub stars (2,694 vs 2,253). Stars measure visibility, not whether either tool fits your constraints.
- Are dstack and pai open source?
- Yes - both are open-source projects on GitHub (dstack: MPL-2.0, pai: MIT).
- Where can I find alternatives to dstack or pai?
- GraphCanon lists graph-backed alternatives at dstack alternatives and pai alternatives (dstack markdown twin, pai 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, dstack or pai?
- dstack: Very active. pai: 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 dstack and pai?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: dstack trust report; pai trust report.