Side-by-side · Rubric v1.0
HackerRank vs Paylocity
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
Paylocity
Paylocity is a cloud-based HCM and payroll platform whose talent suite includes an applicant tracking system with generative-AI job-description and invite drafting, one-way video interviews, candidate self-scheduling, and a conversational "AI Assistant."
Substantial gaps
ATS-integrated
The result
HackerRank leads Paylocity on all 7 criteria.
HackerRank, filed under Assessment, comes out 12 points above Paylocity, filed under ATS-integrated: 55 against 43 under rubric v1.0. Of the 7 criteria Paylocity wins none, and the narrowest lead HackerRank holds is on Data Governance Disclosure, HackerRank 55 to Paylocity 54. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — HackerRank 68, Paylocity 33 — and at an 18% weight it carries 51% of the weighted advantage HackerRank holds across the 7 criteria on that side of the table.
Criteria won
7 criteria
- HackerRank7
- Paylocity0
- Widest raw gap
- Bias Audit Transparency68 vs 33
- Heaviest weighted swing
- Bias Audit Transparency18% weight
The record
Categories, scope and company facts.
HackerRank is filed under Assessment AI, Paylocity under ATS-integrated AI. They also share 2 secondary categories: Screening and Video interview.
Both are in scope of
| Record | HackerRank | Paylocity |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 2009 | 1997 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight51% of the movement so far
HackerRank68Paylocity336.3 weighted points to HackerRank
- 2
Article 11 Technical Documentation
20% weight77% of the movement so far
HackerRank60Paylocity443.2 weighted points to HackerRank
- 3
Human Oversight Design
12% weight87% of the movement so far
HackerRank60Paylocity501.2 weighted points to HackerRank
- 4
FRIA Support
15% weight93% of the movement so far
HackerRank35Paylocity300.8 weighted points to HackerRank
- 5
Post-Market Monitoring
12% weight96% of the movement so far
HackerRank45Paylocity420.4 weighted points to HackerRank
- 6
Customer Documentation
8% weight99% of the movement so far
HackerRank62Paylocity580.3 weighted points to HackerRank
- 7
Data Governance Disclosure
15% weight100% of the movement so far
HackerRank55Paylocity540.1 weighted points to HackerRank
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +12.3 — the difference between the two totals before either is rounded. Shares are of 12.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +12 beside that +12.3.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is HackerRank minus Paylocity, coloured for whichever of the two it favours.
| Category | Weight | HackerRank | Paylocity | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 44 | +16 | +3.2 |
| Bias Audit Transparency | 18% | 68 | 33 | +35 | +6.3 |
| FRIA Support | 15% | 35 | 30 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 55 | 54 | +1 | +0.1 |
| Human Oversight Design | 12% | 60 | 50 | +10 | +1.2 |
| Post-Market Monitoring | 12% | 45 | 42 | +3 | +0.4 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 55F | 43F | +12 | +12.3 |
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 | Paylocity | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 2 | 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 | 1 | 1 | — |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 2 | 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 | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 2 | 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 | 11 | 7 | Audit reportSources on the vendor's own domain |
HackerRank has 18 evidence rows across 7 of 7 criteria — 14 with a source URL, 4 documented absences; Paylocity has 18 evidence rows across 7 of 7 criteria — 11 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 36 evidence rows on file for these two vendors: 18 for HackerRank, across 3 distinct source domains, and 18 for Paylocity, across 2 distinct source domains.
- Rubric
- v1.0
- HackerRank last reviewed
- June 7, 2026 · HireAIScore editorial team
- Paylocity last reviewed
- July 17, 2026 · HireAIScore editorial team
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