Two of fourteen models named AppViewX CERT+ first on the direct prompt; zero named AWS Certificate Manager. AppViewX CERT+ was named by fourteen of the fourteen models and AWS Certificate Manager by eleven and AppViewX CERT+ carries 34 labels and AWS Certificate Manager 18, so the shares are not directly comparable.
Named in two categories 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 October 2026 Edition, AppViewX CERT+ and AWS Certificate Manager were named in the same answer eighteen times, of the 89 answers naming AppViewX CERT+ and the 55 naming AWS Certificate Manager. In those answers AWS Certificate Manager took the first choice one time and AppViewX CERT+ zero.
| 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 4.1 Fast | AC | AC | ||||
| Mistral Small | AC | |||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | AC | |||||
| Qwen 3.7 Flash | AC | |||||
| Kimi K2 | AC | |||||
| GLM 4.7 FlashX | ||||||
| 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.
“Do not buy an enterprise CLM platform if you are budget-constrained” DeepSeek V4 Flash · budget prompt · hard negative
“Avoid Enterprise Tools (Venafi, AppViewX, Keyfactor)” Qwen 3.7 Flash · budget prompt · hard negative
“recent peer feedback explicitly mentions "support lags", so I'd ask for support SLAs, escalation paths, and reference customers before buying” GPT-5.4 mini · negative prompt · soft negative
“Tools like Keyfactor and AppViewX are excellent because they manage all your certificates regardless of which CA issued them.” Gemini 3.5 Flash · scale prompt · first choice
“For most mid‑market B2B companies, AppViewX CERT+ is the best overall choice.” GLM 4.7 FlashX · direct prompt · first choice
“Best for ease of use + automation at competitive pricing: AppViewX CERT+” Muse Glimmer 30B · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“AWS Certificate Manager - a service that lets you easily provision, manage, and deploy Secure Sockets Layer/Transport Layer Security (SSL/TLS) certificates” Llama 4 Maverick · paraphrase prompt · first choice
“the best choice is usually AWS Certificate Manager (ACM) if your certificates are mainly used in AWS, because it issues certificates at no cost” Perplexity Sonar · budget prompt · first choice
“or AWS Certificate Manager if you're AWS-native” Kimi K2 · budget 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.