| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Compensation management | Compensation and total rewards | 0% | 37 of 189 | 23% | 39 | accepted challenger |
| Pay equity | Compensation and total rewards | 0% | 25 of 60 | 27% | 11 | criticized challenger |
| Compensation benchmarking data | Compensation and total rewards | 0% | 91 of 144 | 0% | 1 | under 10 labels · led by Payscale at 24% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 2 | 0 | 4 |
| GPT-5.4 mini | 0 | 4 | 1 | 0 | 5 |
| Gemini 3.5 Flash | 0 | 0 | 2 | 3 | 5 |
| Perplexity Sonar | 0 | 2 | 1 | 0 | 3 |
| Grok 4.1 Fast | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 0 | 3 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 2 | 2 | 7 | 11 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 2 | 1 | 4 |
| Kimi K2 | 0 | 1 | 3 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 1 | 4 |
| MiniMax M2.5 | 0 | 3 | 2 | 0 | 5 |
Verbatim evidence the judge attached to positive labels.
“For larger enterprise needs (500-1,000), scalability becomes critical, with Beqom, HRSoft, and Workday as frequent finalists.” MiniMax M2.5 · Compensation management · scale prompt · alternative
“Choose if you operate across many global regions, pay equity analysis and benchmark data are top strategic priorities” Claude Haiku 4.5 · Compensation management · comparative prompt · alternative
“best for mid-market and enterprise companies (500+ employees) with complex sales compensation structures” Claude Haiku 4.5 · Compensation benchmarkin · direct prompt · alternative
“best if you want a more robust compensation management platform for larger or more complex structures” GPT-5.4 mini · Compensation management · paraphrase 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.
“Avoid platforms like beqom or large enterprise suites unless you have a dedicated comp team” Qwen 3.7 Flash · Compensation management · direct prompt · hard negative
“Steer clear of enterprise tools like Workday Compensation, beqom, or HRSoft” Gemini 3.5 Flash · Compensation management · budget prompt · hard negative
“When to Avoid Enterprise Tools (Like Syndio or Beqom)” Gemini 3.5 Flash · Pay equity · paraphrase prompt · hard negative
“too small to justify the heavy implementation costs and complexity of enterprise tools like Workday or beqom” Gemini 3.5 Flash · Compensation management · paraphrase prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 117 of the 135 answers that named beqom and are not a share of its labels.
472 of the 472 domain citations in answers naming beqom 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 beqom'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 beqom, 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 beqom.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.