Four of twelve models named ManageEngine AssetExplorer first on the direct prompt; seven named Freshservice. Both were named by all twelve models and ManageEngine AssetExplorer carries 43 labels and Freshservice 33, 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 twelve 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 IT asset management page.
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 if: You need robust automated discovery or non-ManageEngine integrations.” Grok 4.1 Fast · negative prompt · hard negative
“Platform to be cautious about: Older versions of ManageEngine (AssetExplorer) or purely on-premise legacy tools” Qwen 3.7 Flash · negative prompt · soft negative
“it may not be ideal for modern SaaS interfaces, heavy automation/orchestration, or advanced helpdesk workflows” Perplexity Sonar · negative prompt · soft negative
“stands out for mid-size enterprises standardizing both hardware and software inventories with reconciliation workflows and audit support” Llama 4 Maverick · paraphrase prompt · first choice
“### 1. The Best All-Rounder: ManageEngine AssetExplorer ManageEngine is the industry standard for mid-market organizations.” Qwen 3.7 Flash · paraphrase prompt · first choice
“specifically noted as a budget-friendly solution, ideal for small businesses or startups with up to 250 assets” Mistral Small · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“its Software Asset Management (SAM) modules can be too lightweight” Gemini 3.5 Flash · negative prompt · soft negative
“my default recommendation is Freshservice if you want a balanced, easy-to-adopt platform with ITSM plus asset management” GPT-5.4 mini · direct prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.