Zero of fourteen models named DigiCert Trust Lifecycle Manager first on the direct prompt; zero named Keyfactor. DigiCert Trust Lifecycle Manager was named by twelve of the fourteen models and Keyfactor by thirteen and DigiCert Trust Lifecycle Manager carries 33 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, DigiCert Trust Lifecycle Manager and Keyfactor were named in the same answer thirty-six times, of the 100 answers naming DigiCert Trust Lifecycle Manager and the 86 naming Keyfactor. In those answers Keyfactor took the first choice four times and DigiCert Trust Lifecycle Manager one.
| 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
“Had to revoke 83,000 certificates affecting 6,800 customers in 2024” Kimi K2 · negative prompt · hard negative
“Who should avoid it: Organizations with multi-CA strategies” DeepSeek V4 Flash · negative prompt · hard negative
“My default recommendation: DigiCert Trust Lifecycle Manager (TLM)” GPT-6 Luna · paraphrase prompt · first choice
“Existing DigiCert relationship and desire to consolidate public/private trust | DigiCert Trust Lifecycle Manager” Perplexity Sonar · direct prompt · alternative
“adopting DigiCert Trust Lifecycle Manager or Sectigo SCM provides the fastest ROI with minimal friction” Gemini 3.5 Flash · comparative prompt · alternative
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.