Two of fourteen models named Arista Networks first on the direct prompt; two named Cisco. Both were named by all fourteen models and Arista Networks carries 45 labels and Cisco 28, so the shares are not directly comparable.
Named in two categories this edition.
Named in eighteen categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the data center networking page.
Across every category in the October 2026 Edition, Arista Networks and Cisco were named in the same answer fifty-five times, of the 114 answers naming Arista Networks and the 224 naming Cisco. In those answers Cisco took the first choice six times and Arista Networks sixteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Cisco ACI, Nexus 9000 with extensive features enabled, or overly rich SD‑N stacks can introduce configuration‑driven bugs if not fully tested.” GLM 4.7 FlashX · negative prompt · soft negative
“Cons: Premium cost; overkill for basic mid-market unless high-speed uplinks needed.” Grok 4.1 Fast · direct prompt · soft negative
“one-half to one-third what a comparable Cisco Catalyst or Arista switch runs” Muse Glimmer 30B · budget prompt · soft negative
“Arista EOS + CloudVision Portal for a greenfield or data-center-focused shop: mature EVPN/VXLAN, CLI familiar, CloudVision management/telemetry overlay, and lower operational overhead” Muse Glimmer 30B · paraphrase prompt · first choice
“Arista is positioned as AI-first with ultra-low-latency AI/ML fabrics, hyperscaler pedigree... AI training clusters favor Arista's buffering and EOS” Muse Glimmer 30B · comparative prompt · first choice
“platforms from Arista (CloudVision), Juniper (Apstra), or Cisco (with careful evaluation) are considered more mature and widely supported” Mistral Small · negative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Some Gartner clients report higher rates of issues compared to other vendors, typically around product complexity, software quality, and support timeliness” MiniMax M2.5 · negative prompt · soft negative
“some platforms that may be worth avoiding or being cautious about include: * Cisco (according to Gartner's Magic Quadrant for Data Center Networking)” Llama 4 Maverick · negative prompt · soft negative
“Cisco: breadth, intent-based ACI, hybrid cloud and optical DCI... enterprises needing a single vendor stack and ACI policy often choose Cisco” Muse Glimmer 30B · comparative prompt · first choice
“Cisco's Nexus platform is often recommended due to its balance of performance, ease of management, and strong ecosystem support” Mistral Small · direct prompt · first choice
“generally considered the top two contenders due to their balance of performance, manageability, and Total Cost of Ownership (TCO)” Qwen 3.7 Flash · direct prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.