Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 23 → 14 of 67
Spiceworks · 2 categories · RankedSpiceworks Inventory
21Judge labels
1First choices
2Negative labels
10 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Best standing
0% in ITAM for small business buyers
Rank 8 of 82 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 0% of its 5 labels there were negative.
By buyer segmentRead the same way at every buyer size.
Small business16 of 74
0%12 labels
accepted challenger
Mid-market8 of 82
2%5 labels
under the label threshold
Enterprise88 of 91
0%1 label
under the label threshold
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 Spiceworks Inventory 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.
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| IT asset management | IT operations and endpoint | 2% | 8 of 82 | 0% | 5 | under 10 labels · led by Freshservice at 31% | ▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| IT financial management | IT operations and endpoint | 0% | 126 of 159 | 0% | 1 | under 10 labels · led by Nicus ITFM Platform at 9% |
Movement
Since September 2026, Spiceworks Inventory held within the floor in all two categories: no change cleared 11 points.
Best category · ITAM · by segment
Mid-market▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
2%from 4% in September 2026
Inside the floor by 9 pointsRank 7 → 8 of 75
Enterprise=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 66 → 82 of 85
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| ITAM | 4% | 2% | ▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 7 → 8 of 82 |
| IT financial mgmt | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 126 of 159, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated Spiceworks Inventory across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Spiceworks Inventory across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |
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
Paraphrase3 labelsNone
Comparative4 labelsNone
Budget-constrained9 labels1
Scale-constrained0 labelsNone
Negative4 labelsNone
First choiceAlternativeMentionNegative21 labels in all, every segment counted; 1 of the 1 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.
“Offers a completely free IT asset management solution, supported by advertising rather than user fees.” Mistral Small · ITAM · budget prompt · first choice
“completely free IT asset management solution supported by advertising rather than user fees” Muse Glimmer 30B · ITAM · budget prompt · alternative
“Cloud-Based Free Option: Spiceworks IT Asset Management” Grok 4.20 · ITAM · budget 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 Spiceworks Inventory, over the 21 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Spiceworks Inventory was named but was not.ShowHide
Named alongside
The products named in the same answers as Spiceworks Inventory, over the 21 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Spiceworks Inventory was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. 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 Spiceworks Inventory. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 21 of the 21 answers that named Spiceworks Inventory and are not a share of its labels.
Domains cited
blog.invgate.com15
desk365.io14
rippling.com14
thectoclub.com11
virima.com11
deliberatedirections.com10
resources.rework.com10
freshworks.com9
capterra.com8
ezo.io8
110 of the 110 domain citations in answers naming Spiceworks Inventory came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
spiceworks.com ranks 6 on Google for the category's searches. In the answers, Spiceworks Inventory takes 2% of first choices and Freshservice takes 31%.ShowHide
Search and answers
spiceworks.com ranks 6 on Google for the category's searches. In the answers, Spiceworks Inventory takes 2% of first choices and Freshservice takes 31%.
ShowHideIn search
Google, US estimatesPosition for “it asset management platform”
6
Position for “it asset management platforms”
–
not in the top ten
- Searches for its name, Google
- 110 a month (“spiceworks inventory”)
- AI search demand for its name, est.
- 4 a month
- Its company's site
- spiceworks.com shared with Spiceworks's other products; the figures are the site's
- Organic visits to its site
- about 2,284,947 a month
- Searches its site ranks for
- 353,371 · 24,305 in the top three
- Sites linking to it
- 30,286
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
Ads on Google
None found in Google's ad transparency records for the US
In answers
This editionShare of first choices
2%
rank 8 of 82 in ITAM
Segment leader
31%
Freshservice
- First choices
- 1 across its categories
- Named in
- 21 answers
- Its own site cited
- in 21 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
Names read as Spiceworks Inventory
What the judge wrote, as written, with how often. The vendor table decides that these count as Spiceworks Inventory; a claim can dispute any of them.
Spiceworks 3Spiceworks IT Asset Management 1
Follow Spiceworks Inventory
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
Spiceworks is the company behind Spiceworks Inventory.ShowHide
The company
Spiceworks is the company behind Spiceworks Inventory.
ShowHideOn record
Company records- Also from Spiceworks
- Spiceworks Cloud Help Desk
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 Spiceworks Inventory'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 Spiceworks Inventory, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Spiceworks Inventory by email, built from the raw record of the edition. It shows:
- where Spiceworks Inventory is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Spiceworks Inventory, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.