Who makes switch systems for AI data centers
The physical switches — built by branded vendors and white-box ODMs — that house scale-out switch ASICs and connect racks into a cluster fabric.
Switch systems take the ASICs from 3.02 and package them into deployable network hardware, connecting to the transceivers and cabling in 3.04–3.11 on one side and to server NICs on the other. The market splits between branded systems from established networking vendors and white-box designs built by ODMs to hyperscaler specifications, a split that mirrors how hyperscalers buy compute servers. AI buildouts favor white-box and merchant-silicon designs where hyperscalers want to control their own network software stack, while branded systems remain common in enterprise and smaller AI deployments that value a single vendor's support. An investor should watch how this branded-versus-white-box mix shifts with buyer type, since it changes who captures margin on a switch system versus who merely captures the ASIC or optics content inside it.
AI delta: Hyperscale AI clusters increasingly specify white-box switch systems built to their own designs around merchant silicon, shifting share away from fully branded switch platforms.
Companies on this part (13)
| Company | Role | Ownership | Ticker | Price | 1d | Confidence | Note |
|---|---|---|---|---|---|---|---|
| Accton (Edgecore) | odm | public | 2345.TW | 1775 TWD | -2.2% | inferred | |
| Alpha Networks | odm | public | 3380.TW | 32.40 TWD | -0.5% | inferred | |
| Arista | manufacturer | public | ANET | 172 USD | +1.3% | inferred | |
| Celestica | odm | public | CLS | 260 USD | -2.7% | disclosed | · source |
| Cisco | manufacturer | public | CSCO | 107 USD | +1.4% | inferred | |
| Dell | manufacturer | public | DELL | 456 USD | +1.7% | inferred | |
| Delta Electronics | odm | public | 2308.TW | 1560 TWD | -3.4% | inferred | |
| HPE | manufacturer | public | HPE | 56.69 USD | +3.4% | inferred | |
| Nvidia | manufacturer | public | NVDA | 211 USD | -0.7% | inferred | |
| Quanta Computer | odm | public | 2382.TW | 322 TWD | -1.8% | inferred | |
| Wistron NeWeb | odm | public | 6285.TW | 230 TWD | -6.5% | inferred | |
| Huawei | manufacturer | private | inferred | ||||
| Ufispace | odm | private | disclosed | · source |
Who competes here
The same table read the other way: every company above competes for switch systems & white-box ODMs sockets. Confidence tags matter — an inferred placement is a lead, not a confirmed rivalry.
Seen in real machines
switch systems & white-box ODMs is named in 15 of the rack teardowns and supercomputer breakdowns on this site. Each line below is a piece of that machine. The companies shown are the ones named on that line, not necessarily the maker of this part.
- El Capitan · supercomputer
- Slingshot-11 fabric (HPE Rosetta switches, dragonfly topology, 64 ports at 200 Gb/s) — HPE
- Frontier · supercomputer
- Aurora · supercomputer
- JUPITER · supercomputer
- InfiniBand fabric (Quantum NDR switches, Dragonfly+ with 27 groups, about 50,000 links and 867 switches) — Nvidia
- Alps · supercomputer
- LUMI · supercomputer
- Leonardo · supercomputer
- InfiniBand fabric (QM8700 HDR switches, 823 in total, Dragonfly+ across 23 cells with an all-to-all link between every cell pair) — Nvidia
- Isambard-AI · supercomputer
- Slingshot 11 switch blades and fabric (high-performance networking switch blades inside the HPE Cray EX cabinets) — HPE
- Venado · supercomputer
- Perlmutter · supercomputer
- Eagle (Microsoft Azure) · supercomputer
- InfiniBand fabric (NVIDIA Quantum-2 NDR switching in a non-blocking fat-tree; 3.2 Tb/s per VM) — Nvidia
- Eos · supercomputer
- InfiniBand fabric (Quantum-2 NDR switches, 448 in a 3-tier, rail-optimized, non-blocking fat tree per NVIDIA's statement) — Nvidia
- MareNostrum 5 · supercomputer
- InfiniBand NDR200 fabric (324 QM9790 switches in a three-layer fat tree; 3 GPP islands, 7 ACC islands, 1 storage island) — Nvidia
- Horizon · supercomputer
- InfiniBand fabric (NVIDIA XDR switches in two non-blocking fat trees joined by a third level; Quantum-X800) — Nvidia
- Doudna (NERSC-10) · supercomputer
- InfiniBand network (NVIDIA Quantum-X800, with quality-of-service for data streamed in over ESnet) — Nvidia
Nearby parts
- Previous in layer: Scale-out switch ASICs
- Next in layer: Optical transceivers
- Layer: Layer 3 — Networking & interconnect
From the blog
Watch
Independent videos — no affiliation; nothing loads from YouTube until you click.
Latest feed
- Inside the Secretive AWS Networking Lab — ServeTheHome, 2026-10-14The report details a tour of a private AWS networking laboratory showcasing advanced innovations in management switches, high-capacity 102.4T switches, and optical technologies.
- Cisco expands AI networking with new chips, SONiC, cross-site deployment — DigiTimes, 2026-10-14Cisco is expanding its AI networking capabilities by deploying new switches powered by high-performance silicon and the SONiC operating system across various data center sites.
- Google data center strategic sourcing exec heads to OpenAI — Data Center Dynamics, 2026-10-13Google's strategic sourcing executive is joining OpenAI to focus on high-speed interconnects and rack power infrastructure.
- Microchip Technology updates its networking and storage products to better support AI and HPC workloads — Data Center Dynamics, 2026-10-13Microchip Technology has updated its networking and storage product portfolio to support the specific infrastructure requirements of AI and High-Performance Computing (HPC) workloads.
- New USFP Pluggable Optics Form Factor for Higher Speeds from Cisco and NVIDIA — ServeTheHome, 2026-10-13Cisco and NVIDIA have announced a new USFP pluggable optics form factor designed to support higher data speeds.
- NVIDIA and Cisco Introduce New Pluggable Optics Form Factor to Scale AI Factories — HPCwire, 2026-10-12NVIDIA and Cisco have launched a new pluggable optics form factor designed to enhance scalability for AI data centers.
- Micas Networks Unveils 3 102.4T Open Ethernet Platforms for AI Factories — HPCwire, 2026-10-12Micas Networks has launched three 102.4T Open Ethernet platforms designed for high-scale AI factory interconnects.
- Sigurd, Winstek align optical testing push as AI demand shifts toward connectivity — DigiTimes, 2026-10-12Sigurd and Winstek are collaborating to enhance optical testing capabilities to meet the rising demand for high-speed AI connectivity.
- CyberTAN enters 1.6T AI switch race with Marvell-backed platform — DigiTimes, 2026-10-12CyberTAN has launched a new platform designed for 1.6T AI switching, supported by Marvell Technology.
- Growing pains: how distributed AI training changes the network between datacenters — The Register, 2026-10-09The article discusses how distributed AI training requirements are necessitating more robust and low-latency network architectures between data centers.
Questions about switch systems & white-box ODMs
- What are switch systems & white-box ODMs?
- The physical switches — built by branded vendors and white-box ODMs — that house scale-out switch ASICs and connect racks into a cluster fabric.
- Which companies make switch systems for AI data centers?
- This catalog lists 13 companies on Switch systems & white-box ODMs, 11 of them with listed equity: Accton (Edgecore), Alpha Networks, Arista, Celestica, Cisco, Dell, Delta Electronics, HPE, Nvidia, Quanta Computer, and 3 more.
- How does AI change demand for switch systems & white-box ODMs?
- Hyperscale AI clusters increasingly specify white-box switch systems built to their own designs around merchant silicon, shifting share away from fully branded switch platforms.
- How reliable are these switch systems & white-box ODMs supplier placements?
- The 13 placements on this part break down as 2 disclosed, 11 inferred. "disclosed" means the company or a filing says so; "reported" comes from trade press or a reference-design list; "inferred" is a taxonomy lead with no citation yet.
Sources: placements without a source URL come from the taxonomy seed and are tagged accordingly. How this data is built.· Markdown · JSON