Two of fourteen models named Lansweeper first on the direct prompt; seven named Freshservice. Both were named by all fourteen models and Lansweeper carries 52 labels and Freshservice 45, so the shares are not directly comparable.
Named in two categories this edition.
Named in ten 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 November 2026 Edition, Lansweeper and Freshservice were named in the same answer seventy-nine times, of the 149 answers naming Lansweeper and the 465 naming Freshservice. In those answers Freshservice took the first choice fourteen times and Lansweeper six.
| 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.
“Extremely low Trustpilot rating (around 1.7/5 from dozens of reviews), with frequent complaints about useless or unresponsive support” Grok 4.20 · negative prompt · hard negative
“Be wary of older, traditional scanners (like older versions of Lansweeper...) that do not integrate with modern cloud environments” Qwen 3.7 Flash · negative prompt · soft negative
“Platforms where on-prem and cloud versions diverge significantly (a complaint seen with Lansweeper) can become maintenance nightmares.” DeepSeek V4 Flash · negative prompt · soft negative
“a balanced choice is ManageEngine AssetExplorer (cost-effective, solid core features), Lansweeper (fast discovery, broad visibility), or InvGate Asset Management” GLM 4.7 FlashX · direct prompt · first choice
“If you mean best value for a typical mid-market B2B company: Lansweeper is often the more practical choice.” GPT-5.4 mini · direct prompt · first choice
“The Top Recommendation: Lansweeper ... widely considered the gold standard for mid-sized companies” Qwen 3.7 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“lists Freshservice as the best overall IT asset management software but notes explicit reasons to avoid for some buyers: Limited integrations, Scalability concerns” Muse Glimmer 30B · negative prompt · soft negative
“Freshservice for highly customized enterprise ITAM: ... may not provide the depth required for complex enterprise configuration” Perplexity Sonar · negative prompt · soft negative
“Strong for ITAM + service desk integration. AI features, lifecycle tracking, good for hybrid teams. Often praised for ease-of-use.” Grok 4.20 · scale prompt · first choice
“Freshservice (by Freshworks) stands out as one of the best IT asset management (ITAM) platforms for a mid-market B2B company” 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.