Slurm Workload Manager AI visibility score and rankings

Parse Score

25.3

16.2Poor

How well you compete

38.2Average

How broadly AI mentions you

25.9Poor

How often AI cites you

Snapshot as of Mar 7, 2026. Sign up free to see the latest daily data.

Parse Score

25.3

16.2Poor

How well you compete

38.2Average

How broadly AI mentions you

25.9Poor

How often AI cites you

Snapshot as of Mar 7, 2026. Sign up free to see the latest daily data.

Part of Schedmd — scores on this page reflect mentions of Slurm Workload Manager only.

Brand performance

How Slurm Workload Manager's AI visibility has changed over time

Brands AI most often recommends alongside Slurm Workload Manager

Questions people ask AI where Slurm Workload Manager appears in the last 30 days

Prompt	Prompt visibility
We have too many GPU servers sitting idle at night. Who offers software to automatically schedule training jobs for off-peak energy hours?	21.2
We need to manage all the compute resources for our data scientists. What is the best platform for managing GPU clusters?	12.8
I need a distributed training framework that works across "spot" instances to save money.	1.4

Preview of competitive strength history (coarsened).

Prompt	Prompt visibility
We have too many GPU servers sitting idle at night. Who offers software to automatically schedule training jobs for off-peak energy hours?	21.2
We need to manage all the compute resources for our data scientists. What is the best platform for managing GPU clusters?	12.8
I need a distributed training framework that works across "spot" instances to save money.	1.4

Domains AI cites when recommending Slurm Workload Manager in the last 30 days

Domain	Citations	Prompts
en.wikipedia.org Slurm Workload Manager - Wikipedia	6	3

Domain	Citations	Prompts
en.wikipedia.org Slurm Workload Manager - Wikipedia	6	3