Two of fourteen models named AppViewX CERT+ first on the direct prompt; zero named Keyfactor. AppViewX CERT+ was named by thirteen of the fourteen models and Keyfactor by thirteen and AppViewX CERT+ carries 42 labels and Keyfactor 26, so the shares are not directly comparable.
Named in one category this edition.
Named in three 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 certificate lifecycle management page.
Across every category in the November 2026 Edition, AppViewX CERT+ and Keyfactor were named in the same answer fifty-two times, of the 130 answers naming AppViewX CERT+ and the 86 naming Keyfactor. In those answers Keyfactor took the first choice four times and AppViewX CERT+ five.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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 eight in this category shown.
“Avoid for tight budgets: Full suites like AppViewX, Sectigo Certificate Manager, or DigiCert ONE” Grok 4.20 · budget prompt · hard negative
“Requires minimum 1,000 endpoints; automation features cost 5x more” Kimi K2 · paraphrase prompt · hard negative
“What to Avoid on a Budget ... AppViewX” DeepSeek V4 Flash · budget prompt · hard negative
“Often rated best overall for enterprises. Excellent CA-agnostic discovery (200+ integrations), private PKI with PQC support, hybrid deployment, strong automation.” Grok 4.20 · scale prompt · first choice
“Most flexible and future‑proof for mid‑market B2B: AppViewX – CA‑neutral, hybrid‑ready, strong discovery, and PQC‑ready.” GLM 4.7 FlashX · direct prompt · first choice
“turnkey SaaS, high network automation | AppViewX CERT+ | Best visual automation and ITSM integrations.” Gemini 3.5 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Avoid: Traditional enterprise CLM platforms (Venafi, Keyfactor Command, CyberArk)” Kimi K2 · budget prompt · hard negative
“Avoid enterprise platforms like CyberArk, Keyfactor, or Venafi” MiniMax M2.5 · budget prompt · hard negative
“flags limited third-party certificate discovery as a concern for Keyfactor, so validate actual coverage rather than relying on feature lists” Perplexity Sonar · negative prompt · soft negative
“Keyfactor (Command / SaaS): Strong enterprise and mid-market automation, deep PKI integrations.” Gemini 3.5 Flash · scale prompt · first choice
“Prioritize Venafi or Keyfactor for complex, large-scale, or highly regulated environments” Grok 4.20 · comparative prompt · first choice
“evaluate reputable vendors like DigiCert, Entrust, or Keyfactor based on recent reviews and your specific use case” MiniMax M2.5 · negative 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.