Side-by-side · Rubric v1.0
Cornerstone OnDemand vs HackerRank
Cornerstone OnDemand
Cornerstone OnDemand is an enterprise talent-management and learning suite whose Cornerstone Galaxy platform uses AI-driven skills extraction and matching (including the acquired SkyHive Skills Models) to power recruiting, candidate screening, and workforce development.
Substantial gaps
ATS-integrated
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
The result
Cornerstone OnDemand takes the total, HackerRank takes more of the criteria.
Cornerstone OnDemand holds a 1-point edge over HackerRank under rubric v1.0, 56 to 55, across the ATS-integrated and Assessment cohorts. HackerRank leads more of the criteria, 3 against 2 for Cornerstone OnDemand, yet Cornerstone OnDemand takes Article 11 Technical Documentation, which carries 20% of the rubric, and the weighted sum with it. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Cornerstone OnDemand 72, HackerRank 60 — and at a 20% weight it carries 76% of the weighted advantage Cornerstone OnDemand holds across the 2 criteria on that side of the table.
Criteria won
7 criteria
- Cornerstone OnDemand2
- HackerRank3
- Level2
- Widest raw gap
- Article 11 Technical Documentation72 vs 60
- Heaviest weighted swing
- Article 11 Technical Documentation20% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
Cornerstone OnDemand is filed under ATS-integrated AI, HackerRank under Assessment AI. They record no secondary category in common.
Both are in scope of
| Record | Cornerstone OnDemand | HackerRank |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 1999 | 2009 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Article 11 Technical Documentation
20% weight42% of the movement so far
Cornerstone OnDemand72HackerRank602.4 weighted points to Cornerstone OnDemand
- 2
Bias Audit Transparency
18% weight74% of the movement so far
Cornerstone OnDemand58HackerRank681.8 weighted points to HackerRank
- 3
Data Governance Disclosure
15% weight87% of the movement so far
Cornerstone OnDemand60HackerRank550.8 weighted points to Cornerstone OnDemand
- 4
Human Oversight Design
12% weight97% of the movement so far
Cornerstone OnDemand55HackerRank600.6 weighted points to HackerRank
- 5
Customer Documentation
8% weight100% of the movement so far
Cornerstone OnDemand60HackerRank620.2 weighted points to HackerRank
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +0.6 — the difference between the two totals before either is rounded. Shares are of 5.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +1 beside that +0.6.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cornerstone OnDemand minus HackerRank, coloured for whichever of the two it favours.
| Category | Weight | Cornerstone OnDemand | HackerRank | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 72 | 60 | +12 | +2.4 |
| Bias Audit Transparency | 18% | 58 | 68 | -10 | -1.8 |
| FRIA Support | 15% | 35 | 35 | - | - |
| Data Governance Disclosure | 15% | 60 | 55 | +5 | +0.8 |
| Human Oversight Design | 12% | 55 | 60 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 45 | 45 | - | - |
| Customer Documentation | 8% | 60 | 62 | -2 | -0.2 |
| Total | 100% | 56F | 55F | +1 | +0.6 |
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 | Cornerstone OnDemand | HackerRank | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Audit reportSources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| 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% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 3 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 15 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 14 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
Cornerstone OnDemand has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences; HackerRank has 18 evidence rows across 7 of 7 criteria — 14 with a source URL, 4 documented absences; some documentation or audit rows for Cornerstone OnDemand and HackerRank sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 38 evidence rows on file for these two vendors: 20 for Cornerstone OnDemand, across 2 distinct source domains, and 18 for HackerRank, across 3 distinct source domains.
- Rubric
- v1.0
- Cornerstone OnDemand last reviewed
- June 7, 2026 · HireAIScore editorial team
- HackerRank last reviewed
- June 7, 2026 · HireAIScore editorial team
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