PBS Professional alternatives
As of 5 November 2026, 23 hpc gpu computing are named by companies instead of PBS Professional: CUDA by 1,142 companies, Slurm by 468, MPI by 220.
As of 5 November 2026 · refreshed daily · counts move as websites, DNS and career sites are re-read.
- PBS Professional, companies in postings
- 126
- Most used alternative
- CUDA · 1,142
- Fastest hiring, 90 days
- CUDA
- Alternatives ranked
- 23
- Catalogue
- T-1.0.1-prov
hpc gpu computing companies choose instead of PBS Professional
Companies naming each tool in their own postings, and postings in the last 90 days. Bars are relative to the category leader.
| # | Alternative | Companies | companies | vs PBS Professional | postings, 90 d | Compare |
|---|---|---|---|---|---|---|
| 1 | CUDANVIDIA | 1,142 | 906% | 4,632 | PBS Professional vs CUDA → | |
| 2 | SlurmSchedMD | 468 | 371% | 1,612 | PBS Professional vs Slurm → | |
| 3 | MPIMPI Forum | 220 | 175% | 690 | PBS Professional vs MPI → | |
| 4 | NVIDIA NCCLNVIDIA | 194 | 154% | 808 | PBS Professional vs NVIDIA NCCL → | |
| 5 | OpenCLKhronos Group | 148 | 117% | 558 | PBS Professional vs OpenCL → | |
| 6 | ROCmAMD | 91 | 72% | 333 | soon | |
| 7 | 88 | 70% | 327 | soon | ||
| 8 | OpenMPOpenMP Architecture Review Board | 79 | 63% | 363 | soon | |
| 9 | QiskitIBM | 61 | 48% | 139 | soon | |
| 10 | AMD HIPAMD | 55 | 44% | 146 | soon | |
| 11 | Run:aiNVIDIA | 52 | 41% | 153 | soon | |
| 12 | CUTLASSNVIDIA | 43 | 34% | 144 | soon | |
| 13 | cuDNNNVIDIA | 42 | 33% | 135 | soon | |
| 14 | CirqGoogle | 36 | 29% | 245 | soon | |
| 15 | MLPerfMLCommons | 29 | 23% | 147 | soon | |
| 16 | NVIDIA PTXNVIDIA | 24 | 19% | 137 | soon | |
| 17 | AWS Elastic Fabric AdapterAmazon Web Services | 21 | 17% | 103 | soon | |
| 18 | xCAT | 18 | 14% | 36 | soon | |
| 19 | nvidia-smiNVIDIA | 16 | 13% | 29 | soon | |
| 20 | SYCLKhronos Group | 16 | 13% | 119 | soon | |
| 21 | cuBLASNVIDIA | 15 | 12% | 72 | soon | |
| 22 | PallasGoogle | 15 | 12% | 32 | soon | |
| 23 | UCXUCF Consortium | 14 | 11% | 119 | soon |
Filter on any of them, or on PBS Professional users who also name an alternative, and open the person who owns the stack.
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23 hpc gpu computing are named by companies instead of PBS Professional: CUDA by 1,142 companies, Slurm by 468, MPI by 220, measured from their own job postings. (Breaknorm, 5 November 2026, https://breaknorm.co/tools/pbs-professional/alternatives)
Read from the source, not self-reported
Every number on this page can be traced to a page we crawled or a posting we read. Full methodology →
- RankingCompanies whose own postings name the tool as the team's system, from the Breaknorm technology catalogue T-1.0.1-prov. Editions are folded into their parent product.
- 90-day postingsOpen postings first seen or posted in the last 90 days that name the tool.
- Not includedRatings, prices, feature claims, sponsored positions.
PBS Professional alternatives: questions
What is the most used alternative to PBS Professional?
CUDA: 1,142 companies name it in their own job postings, against 126 for PBS Professional.
How is this list ranked?
By the number of companies whose own postings name the tool as the team's system (Breaknorm technology catalogue T-1.0.1-prov), then by postings in the last 90 days. No ratings, no vendor input, no sponsored positions.
Does this say which is better?
No. It says who uses what, by company size, industry and country, so you can see which tools companies like yours choose. For features and prices, read the vendors.
Can I get the companies on any of these?
Yes: click the tool, see the first 20 companies, and sign up for the full list with verified e-mails. Counting is free.
Get these companies your way
The same data as a search, over MCP and the API, as bulk files, or pushed to you as it changes.
Every company on PBS Professional
or on what replaces it
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