B200 GPU Rental
From $2.25/hr - Next-Gen Blackwell GPU for Trillion-Parameter Models
The NVIDIA B200 Tensor Core GPU represents the next generation of AI computing with the revolutionary Blackwell architecture. Featuring 192GB of HBM3e memory and up to 2.5x performance improvement over H100, the B200 is purpose-built for training and serving trillion-parameter foundation models. Experience cutting-edge AI capabilities with second-generation Transformer Engine and advanced FP4 precision support on Spheron's infrastructure.
Technical Specifications
Ideal Use Cases
Trillion-Parameter Model Training
Train the next generation of foundation models with unprecedented scale, leveraging 192GB memory and 2nd-gen Transformer Engine.
- •GPT-4 scale models with 1T+ parameters
- •Multi-modal foundation models (text, image, video, audio)
- •Scientific foundation models for drug discovery
- •Mixture-of-Experts (MoE) architectures at scale
Advanced LLM Inference
Deploy ultra-large language models for production inference with industry-leading throughput and lowest cost per token.
- •Real-time inference for 100B+ parameter LLMs
- •Multi-turn conversational AI with long context
- •Retrieval-augmented generation (RAG) at scale
- •Agent-based AI systems with reasoning capabilities
Generative AI at Scale
Power next-generation generative AI applications with support for advanced diffusion models and multi-modal generation.
- •High-resolution video generation (4K/8K)
- •Real-time 3D asset generation and rendering
- •Music and audio synthesis models
- •Code generation for enterprise applications
AI Research & Innovation
Push the boundaries of AI research with cutting-edge hardware designed for experimental architectures and novel approaches.
- •Novel neural architecture development
- •Multi-agent reinforcement learning at scale
- •Quantum machine learning simulations
- •Brain-scale neural network simulation
Pricing Comparison
| Provider | Price/hr | Savings |
|---|---|---|
SpheronBest Value | $2.25/hr | - |
CoreWeave | $6.50/hr | 2.9x more expensive |
Lambda Labs | $7.99/hr | 3.6x more expensive |
Azure | $12.50/hr | 5.6x more expensive |
AWS | $13.00/hr | 5.8x more expensive |
Google Cloud | $18.75/hr | 8.3x more expensive |
Performance Benchmarks
Advanced Networking for Multi-GPU Clusters
B200 features next-generation NVLink with 1.8TB/s bandwidth, enabling unprecedented GPU-to-GPU communication for massive-scale training workloads.
Frequently Asked Questions
What makes B200 revolutionary compared to H100?
B200 delivers 2.5x better training performance with 2.4x more memory (192GB vs 80GB) and 2.4x higher bandwidth (8.0 TB/s vs 3.35 TB/s). The new Blackwell architecture introduces 5th-gen Tensor Cores with FP4 precision support, 2nd-gen Transformer Engine, and significantly improved energy efficiency. It's designed specifically for trillion-parameter models and next-generation AI workloads.
When should I choose B200 over H100 or H200?
Choose B200 for: training models >100B parameters, production inference of 500B+ models, multi-modal training requiring massive memory, or when pushing the boundaries of AI scale. For most production inference or models <100B parameters, H100/H200 may offer better cost-performance.
What is FP4 precision and why does it matter?
FP4 (4-bit floating point) is a new precision format in B200 that enables 2x more compute density compared to FP8. It's particularly effective for inference workloads, allowing higher throughput while maintaining model accuracy. Combined with quantization-aware training, FP4 can dramatically reduce inference costs for LLMs.
How does B200's NVLink compare to previous generations?
B200's 5th-gen NVLink provides 1.8TB/s bidirectional bandwidth, 1.8x more than H100's NVLink. This enables training of larger models across more GPUs with minimal communication overhead. The improved topology supports up to 576 GPUs in a single training cluster, essential for trillion-parameter models.
Is B200 available for immediate deployment?
B200 availability is limited as it's the newest GPU generation. Spheron is working with providers to secure B200 capacity. Contact our team to join the waitlist and discuss your requirements. We'll notify you as soon as B200 instances become available in your preferred region. Join the B200 waitlist
Ready to Get Started with B200?
Deploy your B200 GPU instance in minutes. No contracts, no commitments. Pay only for what you use.
