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Symbiosis
Available NowBest for Cloud-native startups looking to deploy AI workloads on managed GPU Kubernetes clusters.
Symbiosis is a cloud provider that perfectly bridges the gap between raw hardware and developer convenience by offering managed Kubernetes clusters specifically optimized for GPUs. Rather than wrestling with CUDA drivers and node configuration, ML engineers use Symbiosis to instantly spin up standard K8s clusters pre-configured with NVIDIA operators. It is an incredibly powerful platform for DevOps teams and AI startups who want to deploy scalable inference APIs or manage distributed training jobs using standard cloud-native tooling at startup-friendly prices.
Pros & Cons
Pros
- Instant managed GPU Kubernetes
- Highly transparent and affordable pricing
- Removes all driver management headaches
Cons
- Smaller scale than hyperscalers
- Limited to Kubernetes workflows
Ideal Use Cases
Cloud-Native AIManaged KubernetesScalable Inference
| GPU Models | A100, RTX 3090, V100 |
| GPU Types | A100, RTX 3090, V100 |
| Headquarters | Miami, FL |
| Founded | 2021 |
| Availability | Available Now |
| Website | symbiosis.host ↗ |
$0.80/ hour (starting)—$2.50/ hr (max)
💡 Pricing note: Rates shown are indicative. Final pricing depends on GPU model, reservation type (spot vs. on-demand), contract length, and region. Get an exact quote →
US East
Starting from
$0.80/hr
Up to $2.50/hr
Frequently Asked Questions
Symbiosis GPU cloud pricing starts from $0.80/hr depending on GPU type, reservation model (on-demand vs. spot vs. reserved), and region. Use the quote form to get exact pricing for your specific workload.
Symbiosis offers A100, RTX 3090, V100 GPU instances. Availability varies by region and configuration. Contact the provider through ComputeStacker for current availability.
Symbiosis operates data centers in US East. Choosing a region close to your users minimises latency and can help with data residency compliance requirements.
Use the "Get a Quote" button on this page to submit your GPU requirements. ComputeStacker will forward your request to Symbiosis and other matching providers. You'll receive proposals within 24 hours — no commitment required.
Symbiosis offers high-performance GPU infrastructure suitable for large language model training and fine-tuning workloads. For large-scale distributed training, check the Specs tab for NVLink and InfiniBand interconnect availability.
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