Two of fourteen models named AppViewX CERT+ first on the direct prompt; zero named AWS Certificate Manager. AppViewX CERT+ was named by thirteen of the fourteen models and AWS Certificate Manager by twelve and AppViewX CERT+ carries 42 labels and AWS Certificate Manager 24, so the shares are not directly comparable.
Named in one category this edition.
Named in one category 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 AWS Certificate Manager were named in the same answer thirty-two times, of the 130 answers naming AppViewX CERT+ and the 60 naming AWS Certificate Manager. In those answers AWS Certificate Manager took the first choice two times and AppViewX CERT+ six.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | AC | |||||
| Perplexity Sonar | AC | AC | ||||
| Grok 4.20 | AC | |||||
| Mistral Small | AC | |||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | AC | |||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | AC | |||||
| MiniMax M2.5 | AC | |||||
| GPT-6 Luna | AC | |||||
| 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 eight in this category shown.
“What to Avoid ... Basic cloud provider tools (AWS ACM, Azure Key Vault): ... insufficient for multi-cloud/hybrid setups” MiniMax M2.5 · direct prompt · hard negative
“Cloud-Native / Open-Source Tools (e.g., HashiCorp Vault, AWS Certificate Manager, Smallstep): ... *Caution:* They often lack deep visibility into legacy on-prem infrastructure” Gemini 3.5 Flash · negative prompt · soft negative
“limited discovery outside their platforms and not ideal as a central enterprise CLM for multi-vendor/hybrid setups” Grok 4.20 · comparative prompt · soft negative
“If you are 100% in AWS/Azure/GCP: Use your cloud provider's native tools (AWS Certificate Manager, Azure Key Vault)—it's free or nearly free.” Gemini 3.5 Flash · budget prompt · first choice
“Best if nearly all workloads run on AWS; ... but is less suitable as a cross-environment certificate-management platform.” Perplexity Sonar · paraphrase prompt · alternative
“A cloud-native solution that simplifies the deployment and management of SSL/TLS certificates on AWS infrastructure.” Mistral Small · 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.