Three of fourteen models named Keyfactor Command first on the direct prompt; zero named AWS Certificate Manager. Keyfactor Command was named by thirteen of the fourteen models and AWS Certificate Manager by eleven and Keyfactor Command carries 37 labels and AWS Certificate Manager 18, 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 October 2026 Edition, Keyfactor Command and AWS Certificate Manager were named in the same answer twenty-six times, of the 97 answers naming Keyfactor Command and the 55 naming AWS Certificate Manager. In those answers AWS Certificate Manager took the first choice one time and Keyfactor Command three.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | AC | |||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| 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 | ||||||
| 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.
“Keyfactor Command - Too complex, enterprise-focused” GLM 4.7 FlashX · paraphrase prompt · hard negative
“often overkill, carrying heavy implementation footprints and price tags ($100k+ to $250k+/year) that do not align with mid-market budgets” Gemini 3.5 Flash · direct prompt · soft negative
“High-end enterprise tools (Venafi/Keyfactor) often start at six figures annually, with migration challenges” Grok 4.1 Fast · negative prompt · soft negative
“Pick Keyfactor or CyberArk/Venafi if you need enterprise-wide discovery and orchestration across many systems.” Perplexity Sonar · comparative prompt · first choice
“Keyfactor Command and DigiCert CertCentral are the two most recommended solutions.” Qwen 3.7 Flash · direct prompt · first choice
“Keyfactor Command - Best balance of features and pricing for mid-market” GLM 4.7 FlashX · scale 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.