| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| IT service management | IT operations and endpoint | 0% | 47 of 48 | 48% | 27 | criticized challenger |
| Incident management and on-call | IT operations and endpoint | 0% | 49 of 53 | 67% | 3 | under 10 labels · led by incident.io at 25% |
| Observability platforms | IT operations and endpoint | 0% | 42 of 63 | 0% | 1 | under 10 labels · led by Grafana at 29% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 2 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 2 | 3 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 0 | 1 | 0 | 2 | 3 |
| Mistral Small | 0 | 1 | 2 | 1 | 4 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 2 | 3 |
| Llama 4 Maverick | 0 | 0 | 1 | 1 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 3 | 5 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 0 | 0 | 1 | 2 | 3 |
Verbatim evidence the judge attached to positive labels.
“Focuses on large enterprises with complex IT environments, offering robust ITSM and discovery capabilities” Mistral Small · ITSM · comparative prompt · alternative
“Another legacy enterprise option often cited alongside ServiceNow for highly regulated industries” Qwen 3.7 Flash · ITSM · comparative prompt · alternative
“Best For: Enterprises seeking AI-driven operations and modern cloud architecture” GLM 4.7 FlashX · ITSM · comparative prompt · alternative
“Large enterprise with complex governance → ServiceNow or BMC Helix” DeepSeek V4 Flash · ITSM · 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.
“This platform is frequently mentioned as one to steer clear of due to its complexity, high cost, and reputation for being difficult to implement and maintain.” Mistral Small · ITSM · negative prompt · hard negative
“Avoid: Cherwell (legacy/end-of-life trajectory), BMC Remedy (unless you're already trapped and have dedicated resources)” Kimi K2 · ITSM · negative prompt · hard negative
“This platform receives consistently negative reviews... Users report it complicates tasks rather than helping” MiniMax M2.5 · ITSM · negative prompt · hard negative
“BMC Helix (previously known as Remedy) - According to a Reddit post, it's best to steer clear of it.” Llama 4 Maverick · ITSM · negative prompt · hard negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 76 of the 94 answers that named BMC Helix ITSM and are not a share of its labels.
266 of the 266 domain citations in answers naming BMC Helix ITSM came from somebody else's page.
Pages are listed as the models cited 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 BMC Helix ITSM'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 BMC Helix ITSM, 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 bmc.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.