Up to 30x faster inference vs. previous generations
Ultra-High 8TB/s Memory Bandwidth
Massive 192GB HBM3e Memory Capacity
Optimized for Trillion-Parameter AI Models
The NVIDIA B200 GPU, part of the Blackwell platform, is engineered for the era of generative AI. With massive memory, advanced Tensor Cores, and fifth-generation NVLink, it accelerates training and inference for the largest models—delivering up to 5x better performance than Hopper in key benchmarks.
Powered by advanced Tensor Core architecture, Hostrunway NVIDIA B200 servers deliver exceptional matrix compute performance for large-scale AI training, inference, and HPC workloads.
Built on NVIDIA’s cutting-edge Blackwell architecture, the B200 enables optimized deep learning, mixed precision operations, and compute-intensive AI models with superior efficiency.
Hostrunway NVIDIA B200 servers provide ultra-high throughput, low-latency inference, and scalable enterprise reliability — ideal for LLMs, generative AI, and mission-critical AI deployments.
Run AI and HPC workloads on a fully dedicated NVIDIA B200 GPU server with ultra-high HBM3e memory, NVLink scaling, and zero resource sharing. Built for trillion-parameter models, ultra-fast inference, and enterprise-grade AI performance.
View PricingDeploy NVIDIA B200 GPUs on demand in the cloud with flexible scaling and pay-as-you-go pricing. Ideal for large AI training, ultra-fast inference, and enterprise AI workloads without upfront hardware investment.
The NVIDIA B200 GPU is engineered to power next-generation AI training, large-scale inference, and advanced HPC workloads. Built on NVIDIA’s cutting-edge Blackwell architecture, it delivers breakthrough compute performance, ultra-high HBM3e memory bandwidth, and enterprise-grade reliability for modern AI data centers.
Delivers massive performance gains for large language models, generative AI, and trillion-parameter workloads.
Optimized for real-time AI applications with high-throughput, consistent, and low-latency output.
Designed for scalability, power efficiency, and reliable 24/7 operation in demanding AI environments.
Deploy NVIDIA B200 GPU Servers with Hostrunway for cutting-edge performance, scalable infrastructure, and enterprise-grade AI compute at scale.
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The NVIDIA B200 GPU delivers next-generation acceleration for large-scale AI training, trillion-parameter models, and advanced high-performance computing workloads. Built on NVIDIA’s Blackwell architecture, it combines ultra-high HBM3e memory capacity, cutting-edge Tensor Core performance, and enterprise-grade scalability to power the most demanding AI environments with unmatched efficiency and reliability.
Selecting the right GPU depends on your AI workload scale, performance targets, and infrastructure strategy. Hostrunway’s NVIDIA B200 is purpose-built for next-generation AI training, trillion-parameter models, and ultra-high-performance inference, delivering massive HBM3e memory and breakthrough compute power. This comparison helps you determine when the NVIDIA B200 is the ideal choice for large-scale AI, LLM deployment, and enterprise-grade GPU infrastructure.
| Feature | NVIDIA B200 | NVIDIA H100 | NVIDIA A100 | AMD MI300 |
|---|---|---|---|---|
| Architecture | Blackwell | Hopper | Ampere | CDNA 3 |
| GPU Memory | HBM3e (Ultra-High) | HBM3 | HBM2e | HBM3 |
| Use Cases | Large LLMs, AI/Predictive, HPC | LLMs, HPC, Inference | AI Training & HPC | AI Training |
| Multi-GPU | NVLink & high fabric | NVLink | NVLink | Interconnect |
| Precision Support | FP8/BF16/FP16 | FP8/BF16/FP16 | FP16/BF16 | BFLOAT16 |
Whether you’re launching your first application or operating large-scale global infrastructure, Hostrunway delivers complete hosting solutions to support every stage of growth. From dedicated servers and cloud hosting to GPU servers and high-performance workloads, we provide enterprise-grade performance with the flexibility and speed modern businesses need—backed by real experts, not automated scripts.
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Hostrunway delivers NVIDIA B200 GPU Servers built for next-generation AI, large language models, and extreme HPC workloads. Whether you need a Dedicated NVIDIA B200 Server for maximum performance and full hardware control or a scalable Cloud GPU Server with NVIDIA B200, we provide enterprise-grade infrastructure across global data centers with rapid deployment and transparent pricing.
Train massive transformer architectures, advanced LLMs, and custom AI models with up to 192GB HBM3e memory and ultra-high memory bandwidth. Hostrunway’s B200 servers dramatically reduce training time while supporting massive batch sizes and distributed multi-GPU scaling.
Deploy real-time AI applications including LLM APIs, AI copilots, computer vision systems, fraud detection, and analytics engines. Multi-GPU NVIDIA B200 configurations with high-speed NVLink interconnect deliver consistent, ultra-low-latency inference at enterprise scale.
The NVIDIA B200 powers next-generation generative AI workloads such as large-scale text generation, multimodal AI, image synthesis, and advanced research. Next-gen Tensor Cores accelerate FP8 and mixed-precision workloads for faster experimentation and production deployment.
Designed for AI-first data centers, the B200 enables scalable multi-GPU clusters, optimized workload distribution, and maximum hardware utilization. Its advanced architecture ensures reliability, efficiency, and performance for 24/7 enterprise AI operations.
Accelerate scientific simulations, climate modeling, financial analytics, genomics research, and complex data processing workloads. NVIDIA B200’s advanced architecture and high-bandwidth memory deliver exceptional parallel compute performance for intensive HPC environments.
Beyond AI training, the NVIDIA B200 supports distributed AI clusters, large-scale data pipelines, and high-performance computing applications—making it a powerful accelerator for modern enterprise infrastructure.
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Explore technical insights on architecture, memory, multi-GPU scaling, AI frameworks, and enterprise infrastructure powered by Hostrunway.
The NVIDIA B200 is a next-generation AI accelerator built on NVIDIA’s Blackwell architecture. Compared to previous generations, it delivers significantly higher AI performance, larger HBM3e memory capacity, and improved efficiency for trillion-parameter model training and ultra-fast inference.
Yes. Hostrunway offers fully dedicated NVIDIA B200 GPU servers with zero resource sharing, ensuring maximum performance, stability, and security for enterprise AI workloads.
The B200 provides up to 192GB HBM3e memory per GPU, enabling large model training, massive batch sizes, and memory-intensive AI workloads without bottlenecks.
Yes. We offer scalable multi-GPU configurations with high-speed NVLink interconnect, ideal for distributed AI training and large-scale LLM deployments.
Yes. The NVIDIA B200 supports FP8, FP16, BF16, FP32, and FP64 precision modes, allowing optimized AI training and improved performance-per-watt efficiency.
Hostrunway B200 servers support high-bandwidth networking, NVLink GPU-to-GPU communication, and enterprise-grade connectivity suitable for distributed AI clusters.
Yes. With ultra-high memory bandwidth and massive HBM3e memory capacity, the B200 is designed specifically for trillion-parameter AI models and advanced generative AI systems.
Yes. Built on advanced architecture, the B200 delivers higher performance-per-watt, helping enterprises maintain efficiency in AI-driven data center operations.
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