IT asset management · November 2026 Edition
GLPI vs ServiceNow IT Asset Management
Zero of fourteen models named GLPI first on the direct prompt; one named ServiceNow IT Asset Management. GLPI was named by ten of the fourteen models and ServiceNow IT Asset Management by fourteen and GLPI carries 14 labels and ServiceNow IT Asset Management 44, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories this edition.
First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate7%52%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#8A position in a field of 12; printed, not drawn.
Labels1444A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, GLPI 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 GLPI · Snipe-IT vs ServiceNow IT Asset Management · Lansweeper vs GLPI
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.
GLPIFirst choices, of fourteen modelsServiceNow IT Asset Management
Direct014 against ServiceNow IT Asset Management
Paraphrase003 against ServiceNow IT Asset Management
Comparative012
Budget-constrained203 against ServiceNow IT Asset Management
Scale-constrained003 against ServiceNow IT Asset Management
Negative001 against GLPI · 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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where GLPI 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 | | | | |
GLPI ServiceNow IT Asset Management first choice named as an alternative argued againstblank: not namedEach cell is one answer, GLPI on the left and ServiceNow IT Asset Management on the right.The direct prompt
The plain question, one answer per model, grouped by where GLPI and ServiceNow IT Asset Management stood in it.
ServiceNow IT Asset Management first, GLPI not the choice
1 of 14 modelsGLPI 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
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Mistral SmallAsset Panda, InvGate Asset Management alternatives: Device42, Lansweeper, ServiceNow IT Asset Management
GLM 4.7 FlashXInvGate Asset Management, Lansweeper, ManageEngine AssetExplorer alternatives: Asset Panda, Flexera One IT Asset Management, NinjaOne, ServiceNow IT Asset Management
Muse Glimmer 30BFreshservice, Freshworks alternatives: Device42, InvGate Asset Management, Ivanti Neurons for ITAM, Lansweeper, ManageEngine AssetExplorer, ServiceNow IT Asset Management
Neither was named
10 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
Perplexity SonarFreshservice alternatives: Asset Panda, Lansweeper, ManageEngine AssetExplorer
Grok 4.20Freshservice alternatives: Lansweeper, ManageEngine AssetExplorer, NinjaOne
DeepSeek V4 FlashManageEngine AssetExplorer alternatives: Asset Panda, InvGate Asset Management, Lansweeper, NinjaOne
Llama 4 Maverickno first choice
Qwen 3.7 FlashFreshservice alternatives: Jira Service Management, Lansweeper, ManageEngine AssetExplorer, Snipe-IT
Kimi K2Freshservice alternatives: Asset Panda, Lansweeper, ManageEngine AssetExplorer
MiniMax M2.5InvGate Asset Management alternatives: Asset Panda, Freshservice
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
GLPI leads by two points.
GLPI2%#10 of 12ServiceNow IT Asset Management0%#12 of 12Mid-marketThe figures above
GLPI leads by two points.
GLPI4%#6 of 12ServiceNow IT Asset Management2%#8 of 12Enterprise
The order flips: ServiceNow IT Asset Management leads at enterprise.
ServiceNow IT Asset Management63%#1 of 12GLPI0%#– of 12What the models said about GLPI
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Caution level: Medium-high if you lack in-house dev/support resources.” Grok 4.20 · negative prompt · soft negative
“Snipe-IT/GLPI self-hosted or Lansweeper's 100-asset free tier are the most cited cost-effective starting points” Muse Glimmer 30B · budget prompt · first choice
“the best choices are Snipe‑IT or GLPI (self‑hosted open‑source)” GLM 4.7 FlashX · budget prompt · first choice
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 GLPISnipe-IT vs ServiceNow IT Asset ManagementLansweeper vs GLPILansweeper vs ServiceNow IT Asset ManagementFreshservice vs GLPIFreshservice vs ServiceNow IT Asset ManagementInvGate Asset Management vs GLPIInvGate Asset Management vs ServiceNow IT Asset ManagementManageEngine AssetExplorer vs GLPIManageEngine AssetExplorer vs ServiceNow IT Asset ManagementGLPI vs Asset PandaAsset Panda 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.