Zero of fourteen models named ManageEngine Key Manager Plus first on the direct prompt; zero named AWS Certificate Manager. ManageEngine Key Manager Plus was named by seven of the fourteen models and AWS Certificate Manager by twelve and ManageEngine Key Manager Plus carries 11 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.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | AC | AC | AC | |||
| Perplexity Sonar | AC | |||||
| Grok 4.20 | AC | AC | AC | AC | AC | |
| Mistral Small | AC | |||||
| DeepSeek V4 Flash | AC | AC | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | AC | |||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | AC | |||||
| 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. Three of four in this category shown.
“Best value commercial for mid-size B2B: ManageEngine Key Manager Plus for governed lifecycle workflows” Muse Glimmer 30B · paraphrase prompt · first choice
“Why it's a top pick for a limited budget: The free edition is generous (5 keys)” GLM 4.7 FlashX · budget prompt · first choice
“Most All-Round Value | ManageEngine Key Manager Plus | ~$495/year+” Qwen 3.7 Flash · budget 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.