Zero of fourteen models named Snipe-IT first on the direct prompt; two named ManageEngine AssetExplorer. Snipe-IT was named by thirteen of the fourteen models and ManageEngine AssetExplorer by fourteen and Snipe-IT carries 40 labels and ManageEngine AssetExplorer 46, so the shares are not directly comparable.
Named in three categories 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 IT asset management page.
Across every category in the October 2026 Edition, Snipe-IT and ManageEngine AssetExplorer were named in the same answer sixty-two times, of the 137 answers naming Snipe-IT and the 112 naming ManageEngine AssetExplorer. In those answers ManageEngine AssetExplorer took the first choice three times and Snipe-IT twenty-eight.
| 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.
“beloved for its simplicity, but it lacks built-in discovery agents \u2014 you must manually add assets or build integrations” DeepSeek V4 Flash · negative prompt · soft negative
“Avoid open-source like Snipe-IT unless you're resource-constrained (it's free but requires more setup/maintenance)” Grok 4.20 · paraphrase prompt · soft negative
“may be a poor fit for large enterprises, deep ITSM workflows, advanced automation, asset discovery” Perplexity Sonar · negative prompt · soft negative
“Snipe-IT is the most frequently cited budget choice... If you have technical staff and want $0 ongoing license cost, self-host Snipe-IT.” Muse Glimmer 30B · budget prompt · first choice
“Highly recommended for small IT departments with basic tracking needs. The self-hosted version is completely free” Mistral Small · budget prompt · first choice
“Snipe-IT is widely considered the best free IT Asset Management system on the market.” 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 seven in this category shown.
“it faces criticism for aggressive upselling and a UI that can feel disjointed or cluttered” Qwen 3.7 Flash · negative prompt · hard negative
“may be less suitable if you need modern SaaS interfaces, strong automation, or advanced helpdesk workflows.” Perplexity Sonar · negative prompt · soft negative
“While a popular choice, some users have reported issues with its user interface and customer support.” Llama 4 Maverick · negative prompt · soft negative
“I would recommend ManageEngine AssetExplorer if your priority is a balanced, enterprise-style tool” Perplexity Sonar · paraphrase prompt · first choice
“likely to be one of the following: SolarWinds Service Desk, ManageEngine AssetExplorer, or NinjaOne” Llama 4 Maverick · direct prompt · first choice
“ManageEngine AssetExplorer stands out most often as the sweet spot for mid-market B2B” Grok 4.20 · direct 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.