| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Video interviewing | Talent acquisition | 0% | 39 of 40 | 45% | 47 | criticized challenger |
| AI recruiting assistants | Talent acquisition | 0% | 71 of 84 | 40% | 25 | criticized challenger |
| Candidate assessment | Talent acquisition | 0% | 29 of 101 | 20% | 10 | accepted challenger |
| Interview scheduling | Talent acquisition | 0% | 16 of 72 | 11% | 9 | under 10 labels · led by Calendly at 21% |
| HR AI assistants | Onboarding and employee experience | 0% | 118 of 119 | 100% | 4 | under 10 labels · led by Workativ Assistant at 12% |
| Talent intelligence | Performance and talent management | 0% | 73 of 77 | 67% | 3 | under 10 labels · led by Pin at 17% |
| People analytics | Workforce planning and analytics | 0% | 84 of 99 | 100% | 1 | under 10 labels · led by HiBob at 15% |
| Recruiting CRM and sourcing | Talent acquisition | 0% | 82 of 88 | 100% | 1 | under 10 labels · led by Lever at 20% |
| Recruitment marketing and career sites | Talent acquisition | 0% | 62 of 81 | 0% | 1 | under 10 labels · led by Teamtailor at 16% |
| Technical hiring assessments | Talent acquisition | 0% | 40 of 52 | 0% | 1 | under 10 labels · led by HackerRank at 28% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 3 | 4 | 7 |
| GPT-5.4 mini | 0 | 3 | 3 | 0 | 6 |
| Gemini 3.5 Flash | 1 | 0 | 2 | 6 | 9 |
| Perplexity Sonar | 0 | 1 | 1 | 2 | 4 |
| Grok 4.1 Fast | 0 | 0 | 4 | 6 | 10 |
| Mistral Small | 0 | 3 | 2 | 1 | 6 |
| DeepSeek V4 Flash | 1 | 2 | 3 | 7 | 13 |
| Llama 4 Maverick | 0 | 0 | 4 | 0 | 4 |
| Qwen 3.7 Flash | 0 | 4 | 2 | 4 | 10 |
| Kimi K2 | 0 | 3 | 3 | 7 | 13 |
| GLM 4.7 FlashX | 0 | 3 | 4 | 3 | 10 |
| MiniMax M2.5 | 1 | 3 | 4 | 2 | 10 |
Verbatim evidence the judge attached to positive labels.
“The enterprise giant. Best for high-volume hiring ... Strongest for large organizations requiring standardized, validated hiring at scale.” MiniMax M2.5 · Video interviewing · comparative prompt · first choice
“HireVue is the gold standard for AI-powered assessment... nothing will beat HireVue or VidCruiter” DeepSeek V4 Flash · Video interviewing · comparative prompt · first choice
“The industry pioneer and a dominant force in enterprise hiring.” Gemini 3.5 Flash · Video interviewing · comparative prompt · first choice
“Alternative 1: HireVue ... Trade-off: It typically carries a higher price point and a steeper learning curve.” Qwen 3.7 Flash · Video interviewing · 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.
“High-Risk Tool Categories (Use with Extreme Caution) ... Example: HireVue and similar platforms ... Facial analysis algorithms showed bias against minorities” Kimi K2 · Recruiting CRM · negative prompt · hard negative
“HireVue, a video interview platform, historically used "facial analysis" to score candidates' traits... alleging the technology was deceptive and biased” Gemini 3.5 Flash · HR AI assistants · negative prompt · hard negative
“Platforms with Known Controversies & Red Flags ... HireVue (AI Video Interview Platform) ... Why be cautious: ... significant legal and public scrutiny” Qwen 3.7 Flash · Candidate assessment · negative prompt · hard negative
“High – Be very cautious | HireVue (and any AI facial analysis tool) | History of FTC complaint, BIPA settlement, opaque AI scoring, biased risk” DeepSeek V4 Flash · Video interviewing · 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 256 of the 305 answers that named HireVue and are not a share of its labels.
762 of the 762 domain citations in answers naming HireVue 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 HireVue'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 HireVue, 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 hirevue.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.