Eight of fourteen models named Sectigo Certificate Manager first on the direct prompt; zero named Keyfactor. Sectigo Certificate Manager was named by thirteen of the fourteen models and Keyfactor by nine and Sectigo Certificate Manager carries 48 labels and Keyfactor 16, so the shares are not directly comparable.
Named in two categories 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 certificate lifecycle management page.
Across every category in the October 2026 Edition, Sectigo Certificate Manager and Keyfactor were named in the same answer thirty-two times, of the 145 answers naming Sectigo Certificate Manager and the 71 naming Keyfactor. In those answers Keyfactor took the first choice five times and Sectigo Certificate Manager six.
| 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 eight in this category shown.
“Sectigo Certificate Manager is "Ideal for organizations looking to consolidate their CA and CLM under a single vendor." ... creates vendor lock-in and limits multi-CA estates.” Muse Glimmer 30B · negative prompt · soft negative
“getting full automation and integrations working can take upfront planning; some users also note slow support response times” GPT-5.4 mini · negative prompt · soft negative
“such as DigiCert Trust Lifecycle Manager or Sectigo Certificate Manager... they come with a major caveat” Gemini 3.5 Flash · negative prompt · soft negative
“Sectigo Certificate Manager (SCM) is a robust, cloud-native platform that streamlines certificate lifecycle management (CLM) with advanced automation and centralized oversight.” Claude Haiku 4.5 · direct prompt · first choice
“For a mid-market B2B company (51–1,000 employees), Sectigo Certificate Manager is the strongest overall choice.” DeepSeek V4 Flash · direct prompt · first choice
“the best certificate lifecycle management (CLM) platform is usually Sectigo Certificate Manager” GPT-5.4 mini · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six 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
“Strong automation, scalability | Higher cost, more enterprise” Kimi K2 · scale 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
“Keyfactor tends to stand out when you want not just certificate renewal automation, but a broader cryptographic governance platform” GPT-5.4 mini · comparative prompt · alternative
“True CA-agnostic platforms (Keyfactor, Venafi, AppViewX) let you switch CAs without ripping out the management layer.” DeepSeek V4 Flash · scale 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.