Side-by-side · Rubric v1.0
HackerRank vs Infor Talent Science
HackerRank
HackerRank is a technical skills assessment platform for developer hiring that uses coding tests, interviews, and AI-based features (question generation, ML plagiarism/AI-code detection, and image-analysis proctoring) to evaluate candidates.
Substantial gaps
Assessment
Infor Talent Science
Infor Talent Science is a cloud-based pre-hire behavioral and cognitive assessment platform. It scores candidates against patented machine-learning 'Performance Profiles' built from the behavior and performance data of an employer's successful incumbents, and gives hiring teams fit scores, recommendations and interview questions that are used to rank and route applicants.
Substantial gaps
Assessment
The result
HackerRank leads Infor Talent Science by 6 points.
HackerRank scores 55 and Infor Talent Science 49 under rubric v1.0 — a 6-point gap inside the Assessment cohort. Infor Talent Science takes 1 of the 7 criteria, Data Governance Disclosure among them, against 4 for HackerRank, whose share includes Bias Audit Transparency, and 2 are level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — HackerRank 68, Infor Talent Science 42 — and at an 18% weight it carries 73% of the weighted advantage HackerRank holds across the 4 criteria on that side of the table.
Criteria won
7 criteria
- HackerRank4
- Infor Talent Science1
- Level2
- Widest raw gap
- Bias Audit Transparency68 vs 42
- Heaviest weighted swing
- Bias Audit Transparency18% weight
The record
Categories, scope and company facts.
HackerRank and Infor Talent Science are both filed under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of
| Record | HackerRank | Infor Talent Science |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 2009 | 2002 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight69% of the movement so far
HackerRank68Infor Talent Science424.7 weighted points to HackerRank
- 2
Human Oversight Design
12% weight87% of the movement so far
HackerRank60Infor Talent Science501.2 weighted points to HackerRank
- 3
Article 11 Technical Documentation
20% weight93% of the movement so far
HackerRank60Infor Talent Science580.4 weighted points to HackerRank
- 4
Data Governance Disclosure
15% weight98% of the movement so far
HackerRank55Infor Talent Science570.3 weighted points to Infor Talent Science
- 5
Customer Documentation
8% weight100% of the movement so far
HackerRank62Infor Talent Science600.2 weighted points to HackerRank
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +6.1 — the difference between the two totals before either is rounded. Shares are of 6.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +6 beside that +6.1.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is HackerRank minus Infor Talent Science, coloured for whichever of the two it favours.
| Category | Weight | HackerRank | Infor Talent Science | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 58 | +2 | +0.4 |
| Bias Audit Transparency | 18% | 68 | 42 | +26 | +4.7 |
| FRIA Support | 15% | 35 | 35 | - | - |
| Data Governance Disclosure | 15% | 55 | 57 | -2 | -0.3 |
| Human Oversight Design | 12% | 60 | 50 | +10 | +1.2 |
| Post-Market Monitoring | 12% | 45 | 45 | - | - |
| Customer Documentation | 8% | 62 | 60 | +2 | +0.2 |
| Total | 100% | 55F | 49F | +6 | +6.1 |
Evidence
Cited sources and documented absences, criterion by criterion.
An absence is a finding, not a blank: the reviewer looked for a named artefact and recorded that it is not located. Where a source sits is a fact about hosting only.
| Criterion | Weight | HackerRank | Infor Talent Science | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 1 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 0 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 14 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 27 | 7 | Sources on the vendor's own domain |
HackerRank has 18 evidence rows across 7 of 7 criteria — 14 with a source URL, 4 documented absences; Infor Talent Science has 34 evidence rows across 7 of 7 criteria — 27 with a source URL, 7 documented absences; some documentation or audit rows for HackerRank sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 52 evidence rows on file for these two vendors: 18 for HackerRank, across 3 distinct source domains, and 34 for Infor Talent Science, across 1 distinct source domain.
- Rubric
- v1.0
- HackerRank last reviewed
- June 7, 2026 · HireAIScore editorial team
- Infor Talent Science last reviewed
- September 25, 2026 · HireAIScore editorial team
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