VPS for AI and ML workloads
Model inference, n8n with AI, vector databases, your own LLM front-end
Why that many
AI tasks on a virtual server usually mean not training models but inference, orchestration and vector search. Training needs a GPU and will not run on an ordinary VPS. But the scenarios “your own front-end to a language model”, “a vector database for document search” and “automation with calls to an external API” live well on CPU servers, and they need memory for the indexes
disk from 40 GB
A layer to an external model API, a chat interface, simple agents
disk from 80 GB
A vector database, document search, a task queue
disk from 160 GB
Local inference of small models on the CPU, large indexes
- Whether you need a GPU: local inference of large models on the CPU is not cost-effective
- Network speed and the traffic limit, if the model is called over an external API
- The ability to grow memory quickly for a growing vector index
- Hourly billing for experiments that live a few days
Find a server for a ai and ml
Server matching
108 plans with a verified price, data checked August 17, 2026Model inference, n8n with AI, vector databases, your own LLM front-end
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Suitable plans from the base
Selected are the ones that cover the recommended configuration: at least 8 cores and 16 GB of memory
| Provider | Plan | CPU | RAM | Disk | Price per GB | Verified | Price |
|---|---|---|---|---|---|---|---|
| Hostman | Cloud 6 | 8 | 16 GB | 320 GB NVMe | $2 | August 3, 2026 | $37 |
Who claims this workload
Very broad geography: more than forty VPS locations plus a separate dedicated-server line. Handy when you need a specific host cou…
A managed cloud that deploys apps from your repository in a few clicks. A fit for teams without dedicated DevOps: updates, monitor…
Focused on performance and dedicated servers for production. A choice for heavy workloads where stable capacity matters more than…
A provider with many data centers and dedicated products for 1C, trading and GPU. Notable in the corporate segment.
Cloud VPS with hourly billing and broad geography: Europe, the US and Asia. Handy when you need a specific host country and flexib…
Common questions about a ai and ml
Can a language model run on an ordinary VPS
Small quantized models run on the CPU and work, but slowly: a few tokens per second. Interactive use needs a GPU. A practical setup at the start is to call an external API and keep the logic, history and vector search on your own server
How much memory does a vector database need
It depends on the dimension and the number of vectors. A guideline for estimation: a million vectors of dimension 768 in a four-byte representation take about three gigabytes for the vectors alone, without the index and metadata. Plan memory with a twofold headroom
What to read before choosing
The Same H100 Costs $2.89 or $11.06 an Hour — Why GPU Rentals Vary Fourfold
In October 2026 the same NVIDIA H100 rents from $2.89 to over $11 an hour depending on the provider — a near-fourfold gap that matters more than which GPU you pick.
Nebius Raises On-Demand GPU Prices Up to 21% From October 1: What an H100 Hour Now Costs
Nebius lifted pay-as-you-go GPU rates up to 21% on October 1 — H100 to $4.50 an hour, B300 to $9.50 — the second rise since spring as AI capacity sells out.
AMD EPYC 'Venice' Brings 256 Cores at $14,904: What a New Server Generation Does to Your vCPU Price
AMD's 256-core 6th-gen EPYC 'Venice' launched September 29 at up to $14,904 — here is what the generation jump does to the hardware cost behind each vCPU.
Memory Makers Are Down to 10 Days of Stock — What It Does to Your VPS Bill
Samsung and SK Hynix hold under 10 days of memory inventory as HBM4 eats capacity. DRAM stays dear into 2027, NAND eases — here is the cost math.
Google's 396 MW geothermal deal, and the power bill under every server
Google signed the world's largest enhanced-geothermal deal, 396 MW from Fervo's Cape Station in Utah. Behind the headline is the single biggest variable in what a server costs: power. We did the arithmetic
What outbound traffic really costs: the egress line that turns a $5 server into $275
Egress is the hosting cost buyers price in last and get surprised by most. Here is how it is billed and how a 90x spread between providers actually works.
OVHcloud raises server prices by up to 87% from September as the RAM shortage reaches the invoice
OVHcloud told customers to expect renewal increases of 28 to 87 percent from September 2026, blaming a six-to-nine-fold jump in memory cost. We break down who is hit, by how much, and what a buyer counting money should do before the step