GPU / HGX B200

NVIDIA HGX B200

NVIDIA Blackwell platform has arrived on Together AI

Why HGX B200 on Together GPU Clusters?

The world’s most powerful AI infrastructure. Delivered faster. Tuned smarter.

Train faster on 8-GPU HGX nodes

Each system includes 8 Blackwell GPUs with 2nd-gen Transformer Engine and FP8 precision, optimized for maximum throughput.

Optimized NVLink topologies

Configured 1.8TB/s NVSwitch fabrics per node, extending to spine-leaf or Clos topologies for dense LLMs or sparsely activated MoE workloads.

Delivery in 4–6 weeks, no NVIDIA lottery required

Full-rack clusters ship with thousands of GPUs available; no backorder delays.

Run by researchers who train models

Team actively tunes training workloads on NVIDIA GB200 systems.

What our customers are saying

    "Delivering competitive pricing, strong reliability and a properly set up cluster is the bulk of the value differentiation for most AI clouds. The only differentiated value we have seen outside this set is from a Neocloud called Together AI, where the inventor of FlashAttention, Tri Dao, works. We don't believe the value created by Together can be replicated elsewhere."

    Dylan Patel

    Founder, SemiAnalysis

      "Training our omnimodal Character-3 model required infrastructure designed for large-scale AI. The Together Frontier AI Factory delivered the performance we needed to push the boundaries of multimodal video generation. Together AI understands what builders need — and that made all the difference."

      Michael Lingelbach

      CEO, Hedra

        "Together GPU Clusters provided a combination of amazing training performance, expert support, and the ability to scale to meet our rapid growth to help us serve our growing community of AI creators."

        Demi Guo

        CEO, Pika

          “Together AI provides the performance and reliability we need for real-time, high-quality image and video generation at scale. We value that Together AI is much more than an infrastructure provider — they're a true innovation partner, enabling us to push creative boundaries without compromise.”

          Victor Perez

          Co-Founder, Krea

          Outstanding specs of HGX B200

          Performance
          Faster inference

          3x

          vs H100

          Faster inference

          15x

          vs H100

          Better efficiency

          12x

          vs H100

          Salesforce AI Research

            "We’ve been thoroughly impressed with the Together Enterprise Platform. It has delivered a 2x reduction in latency (time to first token) and cut our costs by approximately a third. These improvements allow us to launch AI-powered features and deliver lightning-fast experiences faster than ever before."

            Caiming Xiong

            VP Salesforce AI Research

            Technical specification

            • Blackwell GPUs 8 GPUs
            • Total FP4 Tensor Core 144 PFLOPS
            • Total FP8/FP6 Tensor Core 72 PFLOPS
            • Total Fast Memory Up to 1.4 TB
            • Total Memory Bandwidth Up to 62 TB/s
            • Total NVLink Bandwidth 14.4 TB/s
            • FP4 Tensor Core (per GPU) 18 PFLOPS
            • FP8/FP6 Tensor Core (per GPU) 9 PFLOPS
            • INT8 Tensor Core 9 POPS
            • FP16/BF16 Tensor Core 4.5 PFLOPS
            • TF32 Tensor Core 2.2 PFLOPS
            • FP32 75 TFLOPS
            • FP64 / FP64 Tensor Core 37 TFLOPS
            • Multi-Instance GPU (MIG) 7
            • Decompression Engine Yes
            • Decoders 7 NVDEC, 7 nvJPEG
            • Max Thermal Design Power (TDP) Configurable up to 1,000 W
            • Interconnect 5th Gen NVLink: 1.8 TB/s, PCIe Gen5: 128 GB/s

            Infrastructure you can trust at scale.
            Production-grade security.

            We take security and compliance seriously, with strict data privacy controls to keep your information protected. Your data and models remain fully under your ownership, safeguarded by robust security measures.

            Learn More

            As an NVIDIA Cloud Partner, Together builds and operates clusters on NVIDIA NCP reference architectures for predictable performance and faster time to production. Your data and models remain under your control with strict privacy safeguards and SOC 2–compliant security practices.

            • NVIDIA preferred partner
            • AICPA SOC 2 Type II

            Regions and availability zones

            Choose from global regions to meet data residency and compliance requirements—HIPAA for healthcare, GDPR for Europe, or banking regulations.

            • USA
              2GW+ in the portfolio with 600MW of near-term capacity in US.
            • Europe
              150 MW+ available in Europe: UK, Spain, France, Portugal, and Iceland also.
            • Asia & Middle East
              Options available based on the scale of the projects in Asia and the Middle East.