Does Cherry Servers support scale-to-zero GPU deployments?

💡 Answer

Serverless availability at Cherry Servers: 0

With serverless GPU, you deploy a model container and the platform handles autoscaling, load balancing, and cold starts automatically. You pay only when your endpoint is processing requests — there are no charges during idle time. This can reduce costs by 80-95% compared to always-on dedicated instances for bursty inference workloads.

Cherry Servers on-demand pricing starts from $0.16/hr (Per-hour billing).

View serverless deployment options and cold-start benchmarks on Cherry Servers official website.

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Cherry Servers vs RunPod vs Vast.ai - GPU Provider Comparison (March 2026)

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Cherry Servers vs RunPod vs Vast.ai - GPU Provider Comparison (March 2026)
Cherry Servers
Bare metal GPU servers with 24 years of hosting experience and full hardware-level control.
RunPod
The cloud built for AI — deploy and scale GPU workloads from serverless inference to instant multi-node clusters on demand.
Vast.ai
Instant GPUs. Transparent Pricing.
Overview
Trustpilot Rating 4.6 3.7 4.4
Headquarters Lithuania United States United States
Provider Type N/A GPU-Focused GPU Marketplace
Best For AI training inference fine-tuning rendering research HPC generative AI deep learning AI training inference fine-tuning Stable Diffusion batch processing rendering research LLM serving generative AI AI training inference fine-tuning Stable Diffusion batch processing research LLM serving generative AI
GPU Hardware
GPU Models A100 A40 A16 A10 A2 Tesla P4 B300 B200 H200 H100 SXM H100 PCIe H100 NVL MI300X A100 SXM A100 PCIe RTX 5090 RTX PRO 6000 L40S L40 RTX 6000 Ada RTX 5000 Ada RTX A6000 RTX A5000 RTX 4090 RTX 4080 SUPER RTX 4080 RTX 4070 Ti RTX 3090 Ti RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 A40 A30 A2 L4 B200 H200 H100 SXM H100 NVL A100 SXM A100 PCIe RTX 5090 RTX 5080 RTX 5070 Ti RTX 6000 Pro RTX 6000 Ada RTX 4500 Ada RTX A6000 RTX A5000 RTX A4000 L40S L40 A40 A10 RTX 4090 RTX 4080 RTX 4070 Ti RTX 4070 RTX 4060 Ti RTX 4060 RTX 3090 Ti RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 Tesla V100 Tesla T4 A2 GTX 1080
Max VRAM (GB) 80 288 192
Max GPUs/Instance 2 8 8
Interconnect PCIe NVLink NVLink, InfiniBand
Pricing
Starting Price ($/hr) $0.16/hr $0.06/hr $0.06/hr
Billing Granularity Per-hour Per-second Per-second
Spot/Preemptible 0 1 1
Reserved Discounts N/A 15-29% (1-month to 1-year plans) Up to 50% (1-6 month reserved)
Free Credits None $5-$500 bonus after first $10 spend Small test credit on signup
Egress Fees N/A None (Free) Varies by host ($/TB)
Storage NVMe SSD, Elastic Block Storage ($0.071/GB/mo) Container/Volume ($0.10/GB/mo), Idle Volume ($0.20/GB/mo), Network Storage ($0.07/GB/mo 1TB) Varies by host ($/GB/hr, charged while instance exists)
Infrastructure
Regions Lithuania, Netherlands, Germany, Sweden, US, Singapore (6 locations) 31 global regions 500+ locations, 40+ data centers
Uptime SLA 99.97% 99.99% No formal SLA (host reliability scores visible)
Developer Experience
Frameworks PyTorch TensorFlow CUDA (bare metal — full stack control) PyTorch TensorFlow JAX ONNX CUDA PyTorch TensorFlow CUDA vLLM ComfyUI
Docker Support 1 1 1
SSH Access 1 1 1
Jupyter Notebooks 0 1 1
API / CLI 1 1 1
Setup Time Minutes Instant Seconds
Kubernetes Support 1 0 0
Business Terms
Min Commitment None None None
Compliance ISO 27001 ISO 20000-1 GDPR PCI DSS SOC 2 Type II SOC 2 Type 2 HIPAA GDPR CCPA