IT asset management · November 2026 Edition
Asset Panda vs ServiceNow IT Asset Management
One of fourteen models named Asset Panda first on the direct prompt; one named ServiceNow IT Asset Management. Asset Panda was named by twelve of the fourteen models and ServiceNow IT Asset Management by fourteen and Asset Panda carries 22 labels and ServiceNow IT Asset Management 44, so the shares are not directly comparable.
Named in one category this edition.
Named in two categories this edition.
First-choice share2%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate14%52%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#7#8A position in a field of 12; printed, not drawn.
Labels2244A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Asset Panda reading right to left. Rank and label count are printed, not drawn.Lansweeper was named alongside these two in eleven of the fourteen direct answers. Snipe-IT vs Asset Panda · Snipe-IT vs ServiceNow IT Asset Management · Lansweeper vs Asset Panda
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Asset PandaFirst choices, of fourteen modelsServiceNow IT Asset Management
Direct114 against ServiceNow IT Asset Management
Paraphrase003 against ServiceNow IT Asset Management
Comparative012
Budget-constrained003 against ServiceNow IT Asset Management
Scale-constrained003 against ServiceNow IT Asset Management
Negative003 against Asset Panda · 10 against ServiceNow IT Asset Management
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the November 2026 Edition, Asset Panda and ServiceNow IT Asset Management were named in the same answer forty times, of the 74 answers naming Asset Panda and the 150 naming ServiceNow IT Asset Management. In those answers ServiceNow IT Asset Management took the first choice thirteen times and Asset Panda two.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Asset Panda and ServiceNow IT Asset Management stood in it.
| 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 | | | |
Asset Panda ServiceNow IT Asset Management first choice named as an alternative argued againstblank: not namedEach cell is one answer, Asset Panda on the left and ServiceNow IT Asset Management on the right.The direct prompt
The plain question, one answer per model, grouped by where Asset Panda and ServiceNow IT Asset Management stood in it.
Asset Panda first, ServiceNow IT Asset Management an alternative
1 of 14 modelsServiceNow IT Asset Management was named in the answer but not as the choice, or not at all.Mistral SmallAsset Panda, InvGate Asset Management alternatives: Device42, Lansweeper, ServiceNow IT Asset Management
ServiceNow IT Asset Management first, Asset Panda not the choice
1 of 14 modelsAsset Panda was named in the answer but not as the choice, or not at all.GPT-5.4 miniLansweeper, ServiceNow IT Asset Management alternatives: AssetSonar, Flexera One IT Asset Management, Freshservice
Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarFreshservice alternatives: Asset Panda, Lansweeper, ManageEngine AssetExplorer
DeepSeek V4 FlashManageEngine AssetExplorer alternatives: Asset Panda, InvGate Asset Management, Lansweeper, NinjaOne
Kimi K2Freshservice alternatives: Asset Panda, Lansweeper, ManageEngine AssetExplorer
GLM 4.7 FlashXInvGate Asset Management, Lansweeper, ManageEngine AssetExplorer alternatives: Asset Panda, Flexera One IT Asset Management, NinjaOne, ServiceNow IT Asset Management
MiniMax M2.5InvGate Asset Management alternatives: Asset Panda, Freshservice
Muse Glimmer 30BFreshservice, Freshworks alternatives: Device42, InvGate Asset Management, Ivanti Neurons for ITAM, Lansweeper, ManageEngine AssetExplorer, ServiceNow IT Asset Management
Neither was named
6 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Freshservice alternatives: AssetSonar, InvGate Asset Management, ManageEngine AssetExplorer, Snipe-IT
Gemini 3.5 FlashFreshservice alternatives: AssetSonar, BlueTally, Lansweeper, ManageEngine AssetExplorer, Setyl
Grok 4.20Freshservice alternatives: Lansweeper, ManageEngine AssetExplorer, NinjaOne
Llama 4 Maverickno first choice
Qwen 3.7 FlashFreshservice alternatives: Jira Service Management, Lansweeper, ManageEngine AssetExplorer, Snipe-IT
GPT-6 LunaInvGate Asset Management alternatives: Freshservice, Lansweeper, ManageEngine AssetExplorer
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Asset Panda leads by eight points.
Asset Panda8%#3 of 12ServiceNow IT Asset Management0%#12 of 12Mid-marketThe figures above
Level: the same share of first choices.
Asset Panda2%#7 of 12ServiceNow IT Asset Management2%#8 of 12Enterprise
The order flips: ServiceNow IT Asset Management leads at enterprise.
ServiceNow IT Asset Management63%#1 of 12Asset Panda0%#11 of 12What the models said about Asset Panda
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Asset Panda has no discovery functionality—all asset data entry is manual—and is not designed for enterprise ITAM, software licensing, or compliance tracking” Claude Haiku 4.5 · negative prompt · soft negative
“complaints include a nearly useless search bar ... slow mobile app, time-consuming customization, and potentially high pricing” Grok 4.20 · negative prompt · soft negative
“Do not buy a hardware-first tool expecting it to automate software compliance or SaaS discovery” Gemini 3.5 Flash · negative prompt · soft negative
“Asset Panda and InvGate Asset Management are top choices due to their ease of use, comprehensive features, and strong customer feedback.” Mistral Small · direct prompt · first choice
“Asset Panda works well for IT and operations teams that want mobile-driven audits plus approval flows” Muse Glimmer 30B · comparative prompt · alternative
“Choose Asset Panda when configurable asset workflows and mobile inventory operations matter more” Perplexity Sonar · direct prompt · alternative
What the models said about ServiceNow IT Asset Management
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Multiple AI-driven reviews recommend avoiding ServiceNow unless you are a large enterprise with dedicated administrators and a substantial budget.” Mistral Small · negative prompt · hard negative
“Avoid purchasing top-tier enterprise platforms (e.g., ServiceNow) unless you have dedicated full-time administrative staff” Gemini 3.5 Flash · direct prompt · hard negative
“Avoid enterprise platforms such as ServiceNow unless the company needs their extensive ITSM and governance capabilities” Perplexity Sonar · budget prompt · hard negative
“ServiceNow received the highest rating of 8.6 among the leaders, is the most popular solution in terms of searches by peers, and holds the largest mind share of 11.8%.” Muse Glimmer 30B · comparative prompt · first choice
“It is widely considered the "Gold Standard" because it unifies Hardware Asset Management (HAM), Software Asset Management (SAM), and Cloud Insights” GLM 4.7 FlashX · comparative prompt · first choice
“Often considered the "Gold Standard" of ITAM... ServiceNow ITAM leads for enterprise integration” MiniMax M2.5 · comparative prompt · first choice
Also compared
Snipe-IT vs Asset PandaSnipe-IT vs ServiceNow IT Asset ManagementLansweeper vs Asset PandaLansweeper vs ServiceNow IT Asset ManagementFreshservice vs Asset PandaFreshservice vs ServiceNow IT Asset ManagementInvGate Asset Management vs Asset PandaInvGate Asset Management vs ServiceNow IT Asset ManagementManageEngine AssetExplorer vs Asset PandaManageEngine AssetExplorer vs ServiceNow IT Asset ManagementGLPI vs Asset PandaGLPI vs ServiceNow IT Asset ManagementAll twenty-eight head-to-head pages and the full ITAM standing
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.