Jobscope is a command-line tool that analyzes and reports on Slurm job efficiency and GPU utilization by parsing data from sacct, DCGM, and Prometheus. It helps HPC administrators and researchers understand how effectively their jobs are using compute resources, particularly GPUs. The tool is designed for high-performance computing environments to improve visibility into job performance and resource consumption.
jobscope sits in PulseGate's Other dev tools category. It focuses on understanding and reporting on the efficiency and resource utilization of HPC and GPU jobs running on Slurm clusters. jobscope is an open-source project aimed at hpc administrators. The project is open source (MIT). It runs on the command line.
Behind jobscope is Kempner Institute, and the product first shipped in 2026. The project is developed in the open on GitHub with 81 commits in the last 90 days. Among its 4 catalogued features are slurm integration, GPU utilization tracking, and job efficiency metrics.
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