| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Recognition and rewards | Onboarding and employee experience | 2% | 10 of 55 | 0% | 8 | under 10 labels · led by Bonusly at 22% |
| Employee wellbeing and mental health | Onboarding and employee experience | 0% | 52 of 99 | 0% | 1 | under 10 labels · led by Wellable at 30% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 1 | 1 | 1 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“the best employee rewards program software for a mid-sized B2B company is Vantage Circle” GLM 4.7 FlashX · Recognition and rewards · paraphrase prompt · first choice
“Start with Workhuman, Nectar, Achievers, Vantage Circle, and Bonusly as they consistently rank high for mid-market B2B.” GLM 4.7 FlashX · Recognition and rewards · direct prompt · alternative
“a strong mid-market option for repeatable rewards campaigns and controlled redemptions” Perplexity Sonar · Recognition and rewards · paraphrase prompt · alternative
“positioned around engagement, rewards, and activity-based wellness” GPT-5.4 mini · Employee wellbeing · 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.
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 24 of the 25 answers that named Vantage Circle and are not a share of its labels.
Ninety-eight of the ninety-eight domain citations in answers naming Vantage Circle 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 Vantage Circle'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 Vantage Circle, 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 vantagecircle.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.