| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| IT financial management | IT operations and endpoint | 2% | 33 of 159 | 45% | 33 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 2 | 0 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 3 | 4 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 2 | 3 |
| Llama 4 Maverick | 0 | 0 | 3 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 1 | 0 | 2 | 3 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 2 | 5 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 2 | 2 |
| Muse Glimmer 30B | 2 | 0 | 1 | 1 | 4 |
Verbatim evidence the judge attached to positive labels.
“vendors and analysts point to ServiceNow-native ITFM with a managed-service provider such as Nicus/Proven Optics” Muse Glimmer 30B · IT financial mgmt · direct prompt · first choice
“names ServiceNow as market leader by revenue in 2025” Muse Glimmer 30B · IT financial mgmt · comparative prompt · first choice
“Integrated Suites (e.g., ServiceNow ITFM) | Teams already using ServiceNow for IT Support/Ticketing.” Qwen 3.7 Flash · IT financial mgmt · scale prompt · alternative
“good if you already use ServiceNow, because it can reduce integration and change-management costs” GPT-5.4 mini · IT financial mgmt · budget 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.
“So avoid ServiceNow ITFM as a standalone buy if you are not already committed to ServiceNow ITSM/CMDB” Muse Glimmer 30B · IT financial mgmt · negative prompt · hard negative
“Powerful but expensive; requires broader ServiceNow investment” Kimi K2 · IT financial mgmt · budget prompt · hard negative
“Large platforms like ServiceNow or other enterprise suites can be attractive if you already use the ecosystem, but they can become complex, expensive, and harder to tailor” GPT-5.4 mini · IT financial mgmt · negative prompt · soft negative
“if you aren't already substantially invested in ServiceNow. Make sure the platform fit and integration benefits justify making ITFM part of that ecosystem” GPT-6 Luna · IT financial mgmt · negative 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 95 of the 97 answers that named ServiceNow IT Financial Management and are not a share of its labels.
377 of the 377 domain citations in answers naming ServiceNow IT Financial Management came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 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 ServiceNow IT Financial Management's own pages state, read October 5, 2026: careers.servicenow.com/jobs/744000147325353/global-head-asset-management-am-gtm-lead, careers.servicenow.com/jobs/744000146021539/global-head-asset-management-am-gtm-lead, careers.servicenow.com/jobs/744000147325659/global-head-asset-management-am-gtm-lead, careers.servicenow.com/jobs/744000151139610/vp-product-strategy-technology-workflows, careers.servicenow.com/jobs/744000147693009/director-product-design-it-service-management. 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 ServiceNow IT Financial 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 ServiceNow IT Financial 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 ServiceNow IT Financial Management by email, built from the raw record of the edition. It shows: