Snowflake Cortex
AvailableBest for Enterprise data teams wanting to run LLMs directly on their secure databases without managing external compute.
Locations: Global
$1.50/hr
View ProviderGPU Type
Managed Abstracted Infrastructure GPU Cloud Providers
Compare 1 cloud providers offering Managed Abstracted Infrastructure (varies VRAM). Find real-time pricing, availability, and get matched with verified providers instantly.
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FP16 Performancevaries
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Providers Listed1+
What is the Managed Abstracted Infrastructure?
Managed Abstracted Infrastructure is a high-performance GPU available from multiple cloud providers. It offers strong capabilities for a wide range of AI and HPC workloads.
Primary Use Cases for Managed Abstracted Infrastructure
- AI training
- inference
- and high-performance computing
Pricing Benchmark for Managed Abstracted Infrastructure in 2026
The spot market for Managed Abstracted Infrastructure cloud compute varies widely by provider. On-demand pricing typically ranges from $1.50–$5/hr per GPU for single-instance access. For larger multi-GPU clusters (8x, 16x, or 64x GPU nodes), enterprise pricing with SLAs is negotiated directly with providers. Reserved capacity offers 30–60% discounts vs. on-demand pricing.
How to Choose a Managed Abstracted Infrastructure Cloud Provider
When evaluating providers for Managed Abstracted Infrastructure GPU cloud, consider:
- Pricing model: On-demand vs. reserved vs. spot pricing
- Cluster size: Maximum number of GPUs per node and interconnect bandwidth
- Storage: NVMe SSD throughput and object storage availability
- Networking: InfiniBand vs. Ethernet interconnect for distributed training
- Location: Data residency requirements and latency to your users
- Support SLA: Response time guarantees and dedicated support options
1 Cloud Providers Offering Managed Abstracted Infrastructure
Frequently Asked Questions
Managed Abstracted Infrastructure is commonly used for: AI training, inference, and high-performance computing. Its varies of VRAM makes it suitable for running large models that don't fit in smaller GPU memory.
Managed Abstracted Infrastructure cloud pricing varies by provider and region, but typically ranges from $1.50/hr to $8/hr for single-GPU instances. Multi-GPU cluster pricing scales proportionally. Use the filters above to compare current market rates.
ComputeStacker currently lists 1 providers offering Managed Abstracted Infrastructure GPU cloud access. These include a mix of hyperscalers, specialist AI cloud providers, and bare-metal GPU hosting services.
Yes — most providers on ComputeStacker offer on-demand hourly pricing for Managed Abstracted Infrastructure instances. Reserved and spot pricing options are also available from many providers, offering discounts of 30–70% for committed usage.