Zero of fourteen models named SONiC first on the direct prompt; zero named Juniper Networks. SONiC was named by nine of the fourteen models and Juniper Networks by twelve and SONiC carries 14 labels and Juniper Networks 31, so the shares are not directly comparable.
Named in one category this edition.
Named in two 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 November 2026 Edition, SONiC and Juniper Networks were named in the same answer seventeen times, of the 32 answers naming SONiC and the 95 naming Juniper Networks. In those answers Juniper Networks took the first choice zero times and SONiC zero.
| Model | DirectSO | ParaphraseSO | ComparativeSO | Budget-constrainedSO | Scale-constrainedSO | NegativeSO |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | SO | |||||
| Gemini 3.5 Flash | SO | SO | ||||
| Perplexity Sonar | SO | |||||
| Grok 4.20 | SO | SO | ||||
| Mistral Small | SO | |||||
| DeepSeek V4 Flash | SO | SO | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | SO | SO | ||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | SO | |||||
| Muse Glimmer 30B | SO |
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. Five of six in this category shown.
“If you lack a dedicated network DevOps team, avoid SONiC/white box solutions — the risk/reward calculus doesn't favor you.” DeepSeek V4 Flash · negative prompt · hard negative
“SONiC is multi-vendor and open source, but the project's own FAQ says it is community-supported” GPT-6 Luna · negative prompt · soft negative
“best value usually comes from a white-box or merchant-silicon platform running SONiC” GPT-5.4 mini · budget prompt · first choice
“Open / white-box SONiC as the lowest CapEx path” Muse Glimmer 30B · budget prompt · first choice
“SONiC (Switch ON Linux). Microsoft created this, and it is becoming the global standard for data centers.” Qwen 3.7 Flash · paraphrase prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid for tight budgets: Cisco (Nexus 9000), Arista (DCS series), or Juniper (QFX)” Grok 4.20 · budget prompt · hard negative
“some of its data center solutions are criticized for complexity and support issues” Mistral Small · negative prompt · hard negative
“Juniper QFabric: Why to avoid: QFabric was an early single-switch abstraction architecture that proved overly complex, rigid, and hard to troubleshoot.” Gemini 3.5 Flash · negative prompt · soft negative
“If your team lacks deep protocol-level BGP/EVPN experience, go with Juniper Networks managed by Juniper Apstra.” Gemini 3.5 Flash · paraphrase prompt · first choice
“Highly automated, excellent software-defined networking (SDN) via Apstra, which simplifies EVPN-VXLAN setups significantly.” Gemini 3.5 Flash · scale prompt · alternative
“Choose HPE / Juniper (Apstra) if you want to avoid vendor lock-in, manage a multi-vendor switch footprint” Gemini 3.5 Flash · comparative prompt · alternative
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.