Show HN: Open-source GPU cost analysis tool
A new open-source tool called gpuaudit helps users analyze GPU costs in their cloud environments. It identifies idle GPU instances, oversized GPU allocations, and potential savings opportunities. The tool can scan multiple AWS accounts and provides actionable recommendations to reduce GPU spending.
- ▪Gpuaudit can scan for GPU waste across various cloud services, including EC2 and SageMaker.
- ▪The tool reported a total monthly GPU spend of $127,450 with an estimated waste of $18,200.
- ▪It identifies critical instances where significant savings can be achieved by addressing idle or oversized GPU allocations.
Opening excerpt (first ~120 words) tap to expand
gpuaudit Scan your cloud for GPU waste and get actionable recommendations to cut your spend. $ gpuaudit scan --skip-eks Found 38 GPU nodes across 47 nodes in gpu-cluster gpuaudit — GPU Cost Audit for AWS Account: 123456789012 | Regions: us-east-1 | Duration: 4.2s ┌──────────────────────────────────────────────────────────┐ │ GPU Fleet Summary │ ├──────────────────────────────────────────────────────────┤ │ Total GPU instances: 38 │ │ Total monthly GPU spend: $127450 │ │ Estimated monthly waste: $18200 ( 14%) │ └──────────────────────────────────────────────────────────┘ CRITICAL — 3 instance(s), $15400/mo potential savings Instance Type Monthly Signal Recommendation ──────────────────────────────────── ────────────────────────── ──────── ────────────────…
Excerpt limited to ~120 words for fair-use compliance. The full article is at GitHub.