HireVue Assessment Score Explained: What Recruiters See and How It Is Built
HireVue shows you no score, but recruiters see one: an overall and competency score, ranked against other applicants and built from the whole set of games.
Finish a set of HireVue games and you get no number, no percentile and no pass or fail. That does not mean there is no score. There is one, the recruiter sees it, and HireVue has published more about how it is built than most game-based vendors.
What the recruiter sees
HireVue's own description is short: the employer gets each candidate's overall assessment score and their specific competency scores, and recruiters see every candidate's scores stack-ranked against each other. So the practical question is less “did I pass?” than “where did I land in this employer's list?”.
The competencies sit in broad areas. HireVue's marketing names three for the games, Working with People, Personality and Work Style, and Working with Information; its 2021 white paper adds a fourth area, technical skills. If your invitation was a Virtual Job Tryout rather than games, the employer report is richer: a candidate fit profile rating you on the job's competencies and how likely you are to perform and stay, with strengths, development areas and suggested follow-up questions.
How the cognitive score is built
The key fact is that the score belongs to the battery, not to any single game. A graduate package documented by HireVue used three games, and the published validity figures change with the combination, so there is no “Numerosity score” on its own to chase.
HireVue's peer-reviewed paper describes the method. Candidates in a research sample played the games and also sat a conventional ability questionnaire of 16 ICAR items and four Cognitive Reflection Test items. A ridge regression model then learned which gameplay statistics predict the questionnaire score, and it is that model which scores real applicants. The model includes a bias penalty, which deliberately gives up a little accuracy to shrink score differences between demographic groups. Which gameplay statistics carry the weight, and why racing through levels can count against you, is covered in our post on HireVue games versus the HireVue interview.
How good the score is, by HireVue's own numbers
A correlation of .50 to .67 with a conventional test is respectable for a few minutes of games, and it tells you something practical: these are ability tests in game form, so the preparation that helps is the same kind that helps on any timed reasoning test.
Who you are ranked against, and where the bar is
HireVue says it uses local norm groups, so you are compared with candidates in your own country or region. The cut-off is set by the employer, per role, and is not published; HireVue monitors for scoring anomalies around wherever an employer puts it. The one percentile HireVue's research mentions is an illustration, not a standard, as the games-versus-interview post explains.
The only report you may get
Some employers switch on a Candidate Insight Report, which arrives later by emailed link. It has between one and three sections drawn from Working with People, Working Style and Personality, and Working with Information, depending on what you sat. Each section gives qualitative insights with developmental tips. There is no score in it, and HireVue's support page is explicit that “Receipt of this report does not indicate a decision has been made one way or another”. The link does not expire, so it is worth keeping.
What this means for preparation
Since you are ranked rather than marked, and the bar moves with each employer's applicant pool, the only useful target is doing as well as you can on every game in the package. Our HireVue practice runs the games on the same level-ladder mechanic, and the game-based assessments guide compares HireVue with the other vendors that use games.
