Comparison
pai vs slurm
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 slurm if slurm is an open-source workload manager for Linux clusters that focuses on scalability, simplicity, portability, fault-tolerance, and agnostic interconnects.
Markdown twin · pai alternatives · slurm alternatives
GraphCanon updated Sep 29, 2026
10views this month
Trust & integrity
| Signal | pai | slurm |
|---|---|---|
| Maintenance | Active (11d since push) As of Sep 29, 2026 · github_public_v1 | Very active (0d since push) As of Sep 29, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 29, 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 Jul 11, 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
- pai
- Resource scheduling and cluster management for AI
- slurm
- Cluster resource management and job scheduling system
Stars
- pai
- 2.7k
- slurm
- 4.4k
Forks
- pai
- 554
- slurm
- 891
Open issues
- pai
- 260
- slurm
- 25
Language
- pai
- JavaScript
- slurm
- C
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.
- slurm
- Slurm is an open-source workload manager for Linux clusters that focuses on scalability, simplicity, portability, fault-tolerance, and agnostic interconnects.
Persona
- pai
- -
- slurm
- -
Runtime
- pai
- -
- slurm
- -
License
- pai
- MIT
- slurm
- Other
Last pushed
- pai
- Sep 18, 2026
- slurm
- Sep 28, 2026
Categories
- pai
- Inference & Serving, Model Training
- slurm
- Developer Tools
Trust and health
Maintenance
- pai
- Active (82%)
- slurm
- Very active (96%)
Days since push
- pai
- 11d
- slurm
- 0d
Open issues (now)
- pai
- 260
- slurm
- 25
Stars delta
- pai
- +8 (30d)
- slurm
- +187 (30d)
Open issues delta
- pai
- -22 (30d)
- slurm
- +11 (30d)
Full report
- pai
- Trust report
- slurm
- Trust report
Choose pai if…
- pai is primarily JavaScript; slurm is C.
- License: pai is MIT, slurm is Other.
- Tags unique to pai: ai, artificial-intelligence, gpu, kubernetes.
- Also covers Inference & Serving, 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 slurm if…
- slurm is primarily C; pai is JavaScript.
- License: slurm is Other, pai is MIT.
- Tags unique to slurm: cluster-management, job-scheduler, slurm.
- Also covers Developer Tools.
- For managing large-scale computing clusters requiring exclusive or non-exclusive resources
When NOT to use slurm
- If your cluster operates under an operating system other than Linux
- When detailed interconnect knowledge is necessary, as Slurm does not specialize in specific network types
- For smaller clusters that do not benefit from the complexity of a full-fledged workload manager
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 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 (SchedMD/slurm) · observed Sep 29, 2026
- GitHub forks (SchedMD/slurm) · observed Sep 29, 2026
- Last push (SchedMD/slurm) · observed Sep 28, 2026
- License file (Other) · observed Sep 29, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: pai 2.7k · slurm 4.4k (synced Sep 29, 2026).
Common questions
- What is the difference between pai and slurm?
- pai: Resource scheduling and cluster management for AI. slurm: Cluster resource management and job scheduling system. See the comparison table for live GitHub stats and shared categories.
- When should I choose pai over slurm?
- Choose pai over slurm when pai is primarily JavaScript; slurm is C; License: pai is MIT, slurm is Other; Tags unique to pai: ai, artificial-intelligence, gpu, kubernetes; Also covers Inference & Serving, 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 slurm over pai?
- Choose slurm over pai when slurm is primarily C; pai is JavaScript; License: slurm is Other, pai is MIT; Tags unique to slurm: cluster-management, job-scheduler, slurm; Also covers Developer Tools; For managing large-scale computing clusters requiring exclusive or non-exclusive resources.
- 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 slurm?
- If your cluster operates under an operating system other than Linux When detailed interconnect knowledge is necessary, as Slurm does not specialize in specific network types For smaller clusters that do not benefit from the complexity of a full-fledged workload manager
- Is pai or slurm more popular on GitHub?
- slurm has more GitHub stars (4,392 vs 2,694). Stars measure visibility, not whether either tool fits your constraints.
- Are pai and slurm open source?
- Yes - both are open-source projects on GitHub (pai: MIT, slurm: Other).
- Where can I find alternatives to pai or slurm?
- GraphCanon lists graph-backed alternatives at pai alternatives and slurm alternatives (pai markdown twin, slurm 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 slurm?
- pai: Active. slurm: 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 slurm?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: pai trust report; slurm trust report.