The H100 PCIe brings Hopper architecture to standard server form factors with 80GB HBM3 memory. Ideal for enterprises requiring high AI performance without SXM infrastructure.
VRAM
80 GB
Memory
HBM3
Bandwidth
2,000 GB/s
FP16
1,513 TF
TDP
350 W
PCIe form factor
Estimates based on INT8 quantization. Actual fit depends on framework and batch size.
The manufacturer's other cards in the catalog, largest memory first, with bandwidth and power where published.
Answered from the entry's own figures: memory, which models fit, bandwidth, power and the card's class.
NVIDIA H100 PCIe has 80 GB of HBM3 at 2,000 GB/s. At INT8 a model's weights take about one byte per parameter, so the card holds roughly a 64B-parameter model with room for context; larger models need several cards or a lower precision.
From the catalog's estimates at INT8, Kimi Linear 48B A3B Base, Llama 3_3 Nemotron Super 49B V1, Gemma 4 31B IT and Llama Nemotron Embed Vl 1B V2 fit on a single NVIDIA H100 PCIe with their default context. The list on this page shows the estimated memory each takes; the capacity planner sizes any model against this card for your own context length, batch size and request rate.
2,000 GB/s. Bandwidth bounds how fast a model generates tokens, because every token reads the whole set of weights and the KV cache from memory; at this rate a 64B model at INT8 could be read on the order of 31 times a second on one card, before batching and framework efficiency.
NVIDIA H100 PCIe has a TDP of 350 W, with a maximum of 350 W, in the PCIe form factor. Budget the TDP per card plus host overhead when sizing a server's power and cooling.
NVIDIA H100 PCIe is a datacenter accelerator, meant for servers and multi-GPU serving, built on the Hopper architecture and released in 2022. It supports a multi-GPU interconnect at 600 GB/s, so a model larger than one card can be split across several.
Specifications from the manufacturer's published material; a figure that is not published is shown as such, and a derived one is explained in the notes.
Added Jan 25, 2026 · Last updated Jan 25, 2026
Companion tools that draw on the same catalog and routing engine.
One gateway in front of every model, with your policies applied and every decision on record. Start with $5 of credit and 5,000 routing decisions a month, no card required.