TensorWave vs White Fiber
Compare GPU pricing, features, and specifications between TensorWave and White Fiber cloud providers. Find the best deals for AI training, inference, and ML workloads.
TensorWave
Provider 1
White Fiber
Provider 2
Comparison Overview
GPU Pricing Comparison
| GPU Model ↑ | TensorWave Price | White Fiber Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
B200 192GB VRAM • White Fiber | Not Available |  $0.31/hr★ Best8x GPU | — | |
B200 192GB VRAM • | ||||
GB200 384GB VRAM • White Fiber | Not Available | $2.55/hr★ Best | — | |
GB200 384GB VRAM • | ||||
GB300 576GB VRAM • White Fiber | Not Available | $3.60/hr★ Best | — | |
GB300 576GB VRAM • | ||||
H200 141GB VRAM • White Fiber | Not Available | $1.75/hr★ Best | — | |
H200 141GB VRAM • | ||||
HGX B300 288GB VRAM • White Fiber | Not Available | $3.50/hr★ Best | — | |
HGX B300 288GB VRAM • | ||||
MI300X 192GB VRAM • TensorWave |  $1.50/hr★ Best | Not Available | — | |
MI300X 192GB VRAM • | ||||
MI325X 256GB VRAM • TensorWave | $2.25/hr★ Best | Not Available | — | |
MI325X 256GB VRAM • | ||||
MI355X 288GB VRAM • TensorWave | $2.95/hr★ Best | Not Available | — | |
MI355X 288GB VRAM • | ||||
B200 192GB VRAM • White Fiber | Not Available | $0.31/hr★ Best 8x GPU | — | |
B200 192GB VRAM • | ||||
GB200 384GB VRAM • White Fiber | Not Available | $2.55/hr★ Best | — | |
GB200 384GB VRAM • | ||||
GB300 576GB VRAM • White Fiber | Not Available | $3.60/hr★ Best | — | |
GB300 576GB VRAM • | ||||
H200 141GB VRAM • White Fiber | Not Available | $1.75/hr★ Best | — | |
H200 141GB VRAM • | ||||
HGX B300 288GB VRAM • White Fiber | Not Available | $3.50/hr★ Best | — | |
HGX B300 288GB VRAM • | ||||
MI300X 192GB VRAM • TensorWave | $1.50/hr★ Best | Not Available | — | |
MI300X 192GB VRAM • | ||||
MI325X 256GB VRAM • TensorWave | $2.25/hr★ Best | Not Available | — | |
MI325X 256GB VRAM • | ||||
MI355X 288GB VRAM • TensorWave | $2.95/hr★ Best | Not Available | — | |
MI355X 288GB VRAM • | ||||
Features Comparison
TensorWave
- AMD Instinct Accelerators
Powered by AMD Instinct™ Series GPUs for high-performance AI workloads.
- High VRAM GPUs
Offers instances with 192GB of VRAM per GPU, ideal for large models.
- Bare Metal & Kubernetes
Provides both bare metal servers for maximum control and managed Kubernetes for orchestration.
- Direct Liquid Cooling
Utilizes direct liquid cooling to reduce data center energy costs and improve efficiency.
- High-Speed Network Storage
Features high-speed network storage to support demanding AI pipelines.
- ROCm Software Ecosystem
Leverages the AMD ROCm open software ecosystem to avoid vendor lock-in.
White Fiber
Pros & Cons
TensorWave
Advantages
- Specialized in high-performance AMD GPUs
- Offers GPUs with large VRAM (192GB)
- Claims better price-to-performance than competitors
- Provides 'white-glove' onboarding and support
Considerations
- A newer and less established company (founded in 2023)
- Exclusively focused on AMD, which may be a limitation for some users
- Limited publicly available information on pricing
White Fiber
Advantages
Considerations
Compute Services
TensorWave
AMD GPU Instances
Bare metal servers and managed Kubernetes clusters with AMD Instinct GPUs.
Managed Kubernetes
Kubernetes clusters for orchestrated AI workloads.
- Scalable from 8 to 1024 GPUs
- Interconnected with 3.2TB/s RoCE v2 networking
Inference Platform (Manifest)
An enterprise inference platform designed for larger context windows and reduced latency.
- Accelerated reasoning
- Secure and private data storage
White Fiber
Pricing Options
TensorWave
White Fiber
Getting Started
TensorWave
- 1
Request Access
Sign up on the TensorWave website to get access to their platform.
- 2
Choose a Service
Select between Bare Metal servers or a managed Kubernetes cluster.
- 3
Follow Quickstarts
Utilize the documentation and quick-start guides for PyTorch, Docker, Kubernetes, and other tools.
- 4
Deploy Your Model
Deploy your AI model for training, fine-tuning, or inference.
White Fiber
Support & Global Availability
TensorWave
Global Regions
Primary data center and headquarters are located in Las Vegas, Nevada. The company is building the largest AMD-specific AI training cluster in North America.
Support
Offers 'white-glove' onboarding and support, extensive documentation, and a company blog.
White Fiber
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