| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| IT asset management | IT operations and endpoint | 0% | 10 of 82 | 17% | 24 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| ITAM | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 13 → 10 of 82 |
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
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 2 | 3 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 0 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 1 | 1 | 0 | 2 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Flexera One is usually the strongest choice when software license compliance, entitlement reconciliation, usage optimization... are the main problem.” GPT-5.4 mini · ITAM · comparative prompt · first choice
“Best-in-class software asset management (SAM) and license compliance” DeepSeek V4 Flash · ITAM · comparative prompt · first choice
“It's the top choice for organizations struggling with software compliance and license optimization.” MiniMax M2.5 · ITAM · comparative prompt · alternative
“Best For: Enterprise-level Software Asset Management (SAM) and SaaS/Cloud spend optimization.” Gemini 3.5 Flash · ITAM · comparative prompt · alternative
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.
“Enterprise-tier tools like ServiceNow ITAM or Flexera ... Avoid platforms that require heavy consulting fees to get off the ground.” Gemini 3.5 Flash · ITAM · scale prompt · hard negative
“Flexera: Enterprise-focused with complex licensing” Kimi K2 · ITAM · direct prompt · hard negative
“Be cautious of "Entry Level" pricing from vendors like ManageEngine or Flexera that require expensive add-ons” Qwen 3.7 Flash · ITAM · negative prompt · soft negative
“enterprise heavyweights like ServiceNow or Flexera are too expensive, overly complex” Gemini 3.5 Flash · ITAM · direct prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 78 of the 86 answers that named Flexera One IT Asset Management and are not a share of its labels.
257 of the 285 domain citations in answers naming Flexera One IT Asset Management came from somebody else's page.
Pages are listed as the models cited them.
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.
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.
What Flexera One IT Asset Management's own pages state, read October 5, 2026: learn.flexera.com/it-asset-management-operations-class, learn.flexera.com/separator-flexera-it-asset-management, learn.flexera.com/it-asset-management-administration-class, learn.flexera.com/it-asset-management-onboarding-milestone-2, learn.flexera.com/it-asset-management-onboarding-milestone-6. A claimed page can correct any of them.
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 Flexera One IT Asset Management'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 Flexera One IT Asset Management, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Flexera One IT Asset Management by email, built from the raw record of the edition. It shows: