Dell
Modell: PowerEdge XE9680 Rack Server 210-BFXH-BUNDLE
Discover the Dell PowerEdge XE9680 Rack Server, a cutting-edge solution for AI and machine learning. The server enterprise AI standardized on: Dell's flagship PowerEdge XE9680 carrying the NVIDIA HGX H100 8-GPU baseboard, 640GB of HBM3 behind 900 GB/s NVSwitch, in a 6U chassis with dual Intel Xeon Scalable processors, iDRAC9 management, and Dell's global service organization behind it. The proven Hopper workhorse configuration, quoted and shipped worldwide DDP by MillionMiner.
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Every catalog of AI servers eventually has to account for the XE9680, because the market already did. When enterprise AI spending surged, this was the machine it surged into: Dell's fastest-ramping product ever, the default line item in corporate AI proposals, and the node a generation of MLOps stacks was production-hardened against. This listing is that machine in its definitive bundle, the NVIDIA HGX H100 8-GPU configuration. The GPU complex, the proven configuration. Eight NVIDIA H100 SXM GPUs carry 80GB of HBM3 each, 640GB per node with aggregate bandwidth above 26 TB/s, joined in a full NVSwitch mesh at 900 GB/s per GPU, with FP8 throughput beyond 30 petaFLOPS and MIG to as many as 56 instances. In workload terms: full fine-tuning into the 70B class within one node, large-batch training, and serving density that built the inference economy. The H100 80GB node is not the newest Hopper configuration, the H200 systems here carry 141GB per GPU, but it is the most deployed, the most validated, and the configuration whose behavior under production load is the best understood in the industry. For the large share of enterprise workloads that live comfortably in 640GB, that maturity is worth more than headroom. The estate argument, which is the real product. Corporate AI infrastructure fails procurement reviews for reasons that have nothing to do with petaFLOPS, unmanaged platforms, parallel tooling, unsupported hardware in regulated environments. The XE9680 passes those reviews by construction. It manages through iDRAC9 and OpenManage, so security baselines, firmware governance, monitoring, and access control extend to the AI node instead of being rebuilt beside it. Dell's global service organization, with coverage confirmed on quote, gives risk-averse procurement the accountable counterparty it requires. This is the same fleet-standardization logic this catalog applies to the Lenovo system for Lenovo estates; for the much larger population of Dell estates, this is that answer. The density and the host. The 6U chassis matches the most compact Hopper builds here, two rack units under the 8U platforms, with the familiar caveat that many facilities are power-bound rather than space-bound at the ten-kilowatt class this node occupies. The host runs dual Intel Xeon Scalable processors with 32 DDR5 slots, sized on quote against the rule this catalog teaches everywhere, system memory at or above the GPU pool. Front NVMe storage and the PCIe Gen5 expansion that carries one fabric adapter per GPU for GPUDirect RDMA clustering are specified per build, and the air-cooled design keeps deployment inside ordinary data centers. Where it sits, stated plainly. Against the H200 systems, the Lenovo, ASUS, and ASRock platforms at 1.1TB per node, this bundle is the memory step down and the maturity step up: buyers pressing past 640GB should take the H200 tier, and the quote will say so. Against the value Hopper paths, the refurbished AS-8125GS-TNHR and the H800 system, this is the new-unit tier-one answer for procurement that requires it. Against the Lenovo specifically, the decision is almost purely the estate: two tier-one OEMs, and the management plane your fleet already runs picks the winner. Hopper-class accelerators are subject to US export controls, and destination eligibility is confirmed in every quote. Each system ships tested, worldwide DDP with duties handled, and hosting in MillionMiner's own data centers is available for teams that prefer the rack power provisioned for them.
Most servers earn market share; the XE9680 earned a category. It became the fastest-ramping product in Dell's history because it resolved the tension enterprise AI procurement lives with, frontier GPU capability on one side, and on the other the governance reality of corporate IT, fleet management, support contracts, and the requirement that new infrastructure join the estate rather than fork it. The GPU complex is the NVIDIA HGX H100: eight SXM GPUs at 80GB of HBM3 each, 640GB per node, NVSwitch joining every GPU at 900 GB/s, FP8 throughput beyond 30 petaFLOPS. It remains the most widely deployed Hopper configuration in enterprise AI, which carries practical weight, every framework and MLOps pipeline has been production-hardened against this exact node, and 640GB covers fine-tuning into the 70B class, large-batch training, and inference fleets with MIG to as many as 56 instances. The Dell case is the estate. The XE9680 manages through iDRAC9 and OpenManage, the same plane an existing PowerEdge fleet already runs, so the AI node arrives as one more managed asset rather than a parallel platform. Dual Intel Xeon Scalable processors and 32 DDR5 slots size the host on quote, the 6U chassis matches the densest Hopper builds here on air, and Dell's service organization stands behind it with coverage confirmed alongside your configuration. Quoted and shipped worldwide DDP by MillionMiner.
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When corporate AI infrastructure gets specified, this is the machine on the shortlist. The PowerEdge XE9680 became the fastest-ramping product in Dell's history because it answers enterprise procurement's requirements at once. The NVIDIA HGX H100 baseboard carries eight SXM GPUs at 80GB each, 640GB per node, every GPU joined at 900 GB/s through NVSwitch with FP8 throughput beyond 30 petaFLOPS. Dual Intel Xeon Scalable processors host it in a 6U air-cooled chassis, managed through the same iDRAC9 and OpenManage plane PowerEdge fleets already run, with Dell's global service organization behind the hardware. Quoted and shipped worldwide DDP by MillionMiner.
Dell's fastest-ramping product ever, the default node of corporate AI, proven against every production MLOps stack in the industry.
Eight H100 SXM GPUs on NVSwitch at 900 GB/s, 30+ petaFLOPS of FP8, MIG to 56 instances. The most deployed configuration of its generation.
iDRAC9 and OpenManage extend your PowerEdge fleet's governance to the AI node. One management plane, one accountable vendor.
NVIDIA
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Supermicro
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ASUS
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ASUS
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Because it resolved both halves of corporate AI procurement at once, frontier GPU capability through the NVIDIA HGX H100 complex, and estate governance through iDRAC9, OpenManage, and Dell's global service organization, the management and support model enterprise IT already operates. It became the fastest-ramping product in Dell's history, and the practical consequence is maturity, every major framework and MLOps pipeline has been production-hardened against this exact node.
Eight NVIDIA H100 SXM GPUs at 80GB of HBM3 each, 640GB per node with aggregate bandwidth above 26 TB/s, a full NVSwitch mesh at 900 GB/s per GPU, FP8 throughput beyond 30 petaFLOPS, and MIG to as many as 56 instances. In workload terms: full fine-tuning into the 70B class within one node, large-batch training, and production inference density.
It is a memory and maturity trade. The H200 platforms carry 141GB per GPU, 1.1TB per node, and earn their premium for 70B-class full-precision fine-tuning, long-context serving, and memory-bound work. This H100 bundle carries the most validated configuration of the generation at 640GB, sufficient for the large share of enterprise workloads, with production behavior the industry understands best. Pressing the memory ceiling points up; living inside it, this is the proven buy, and the quote models both.
Two rack units per node against the catalog's 8U Hopper platforms, matching the most compact builds here, which compounds across a row wherever space is the binding constraint. The honest caveat applies: many facilities are power-bound rather than space-bound at the ten-kilowatt class, and where power is the ceiling the density is future-proofing. MillionMiner models your facility's real constraint in the quote.
Governance without forking. The node manages through iDRAC9 and OpenManage, so the firmware policy, security baseline, monitoring, and access control of an existing PowerEdge fleet extend to the AI infrastructure instead of being rebuilt beside it. For regulated industries and large IT organizations, that is frequently the difference between a procurement approval and a six-month exception process.
Two tier-one OEMs, so the decision splits on memory tier and estate. The Lenovo carries the H200 baseboard at 1.1TB per node with its own global service organization and management stack; this Dell bundle carries the proven H100 configuration at 640GB inside the Dell governance model. Memory-bound workloads point to the Lenovo; Dell-standardized fleets and workloads inside 640GB point here. MillionMiner quotes both without steering.
When budget outranks new-unit tier-one coverage. The refurbished AS-8125GS-TNHR delivers the same class of complex at secondary-market economics with verification evidence, and the H800 system covers single-node Hopper work at the value end of the new market. Procurement requiring a new tier-one unit with OEM support buys this; capability-per-budget buyers take the value paths, and the quote models all three.
Through the PCIe Gen5 expansion, which carries one fabric adapter per GPU for GPUDirect RDMA, the topology that moves gradients between nodes without touching CPUs, on InfiniBand or high-speed Ethernet specified per deployment. Front NVMe storage keeps datasets local, and MillionMiner advises on switch and fabric architecture as deployments grow past one node.
Dual Intel Xeon Scalable processors with 32 DDR5 slots, sized on quote against the rule this catalog applies everywhere, system memory at or above the 640GB GPU pool. Storage and fabric fit-outs are configured per order, management runs through iDRAC9, and the air-cooled 6U chassis deploys in ordinary data centers. The exact host configuration of your bundle is confirmed with the quote.
Submit your workload and deployment details through the quote form. A MillionMiner specialist confirms the bundle configuration, host fit-out, Dell coverage options, destination eligibility under the US export controls that apply to Hopper-class accelerators, and delivery. Every system ships tested, worldwide DDP with duties handled, with hosting in MillionMiner's own data centers as the alternative.