IT AI Index
Index Vendors › Snow Software · September 2026 Edition
1 category · Named, not ranked

Snow Software

13Judge labels
1First choices
0Negative labels
7 of 12Models named it
1Category
September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.
Standing
5 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Snow Software was named 5 times in ITAM, where Snipe-IT led with 24%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In itam · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Snow Software for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
CategoryFunctionShareRankNegative rateLabelsQuadrant
IT asset managementIT operations and endpoint0%18 of 610%5under 10 labels · led by Snipe-IT at 24%

Movement

This is the first edition on this tier, so no move can be computed for Snow Software yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Snow Software across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.501001
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.1 Fast00000
Mistral Small00000
DeepSeek V4 Flash01102
Llama 4 Maverick00000
Qwen 3.7 Flash02002
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct1 labelNone
Paraphrase0 labelsNone
Comparative6 labels1not counted in share
Budget-constrained1 label1
Scale-constrained3 labelsNone
Negative2 labelsNone
First choiceAlternativeMentionNegative13 labels in all, every segment counted; 1 of the 2 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“superficial compared to dedicated solutions like Flexera or Snow Software” Qwen 3.7 Flash · ITAM · negative prompt · alternative
“Strong license optimization, particularly for hybrid environments” DeepSeek V4 Flash · ITAM · scale prompt · alternative
“A global leader in Software Financial Management (SFM).” Qwen 3.7 Flash · ITAM · comparative prompt · alternative
“Snow Software (best for SaaS governance)” Claude Haiku 4.5 · ITAM · comparative prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

No model argued against it.

Named alongside

The products named in the same answers as Snow Software, over the 13 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Snow Software was named but was not.
ProductSame answerTook the first choice insteadHead to head
Flexera One12 of 130Not in the top three
ServiceNow IT Asset Management11 of 135Not in the top three
Ivanti Neurons for ITAM8 of 130Not in the top three
Lansweeper8 of 130Not in the top three
ManageEngine AssetExplorer7 of 130Not in the top three
BMC Helix ITAM6 of 130Not in the top three
Freshservice6 of 130Not in the top three
Device425 of 130Not in the top three
Oomnitza4 of 131Not in the top three
InvGate Asset Management3 of 130Not in the top three
A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Snow Software. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 7 of the 13 answers that named Snow Software and are not a share of its labels.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Snow Software's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Snow Software, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at snowsoftware.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.

Subscribe to the pack