VaultLayer
Maintained
- Is it safe? What VaultLayer says it does with your chats and data, from its own policy pages.See ↓
- Is it free? We have not read the prices of VaultLayer yet; they are next in our queue. Until then, the official site has them.vaultlayer.cloud ↗
- What else does this?
Nebius
1Gbits
E2E NetworksSee ↓
≈ 1visits/mo
Too new to rank yet · estimate, read Oct 18, 2026
- Activity
- Maintainedsite updated 4 months ago
- How it runs
- CLI
- Used for
- find available GPU capacity for training jobs
- resume fine-tuning runs after GPU preemption
- run training on your own AWS, Azure or GCP account
- Publishes llms.txt, a file written for AI assistantsvaultlayer.cloud ↗
- Launched on Product Hunt on May 26, 2026Product Hunt ↗
- Domain since2026domain registered
- Raised$2.5M · seedper the press · 2026-05 ↗
These are VaultLayer's own statements, read from its pages. We did not audit them. A line that is missing was not found on the pages we read; it does not mean the practice is absent.
Figure and bar: visits/mo, estimate · year: online since
- #1
Nebius
Provides GPU infrastructure and managed services for training and deploying AI models at scale.
103kActive - #2
1Gbits
Provides bare metal servers with full root access and dedicated hardware across global data centers.
19kActive2014 - #3
E2E Networks
Provides GPU infrastructure for AI training, fine-tuning, and inference with instant deployment and elastic scaling.
3.2kActiveFrom $2.69 per use2009 - #4
CloudQuellMCP · sign-in
Aggregates cloud and AI costs across providers, detects anomalies, allocates spend by tag, and ranks savings opportunities.
118ActiveFrom $99/mo - #5
CerebriumMCP · open
Runs containerised machine learning workloads on autoscaling GPUs, with fast cold starts from memory and GPU snapshots.
299ActiveFrom $100/mo2021
Not it? Say what you need
betaThree tools from the Atlas for the job you describe, each with what fits and what does not.
No notes yet. What do you use VaultLayer for?
Sign in to leave a noteWhat is VaultLayer?
Finds available GPUs across providers and runs PyTorch, JAX or Hugging Face training jobs, checkpointing and resuming on fresh hardware after interruptions. It is listed in the Atlas under Developer tools.
Do people use VaultLayer?
Emerging: ≈ 1 visits/mo · estimate, 2026-10.
Is VaultLayer still maintained?
Maintained: site updated 4 months ago.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.
How we read every tool → · By INITE Atlas Desk
Before we count this visit
Analytics and ad measurement tell us which pages and which of our ads do their job: Google Analytics and Google Ads, the Meta pixel, Yandex Metrica, and one first-party id of our own. Nothing is stored until you answer, and declining changes nothing about the site.