Side-by-side · Rubric v1.0
HackerRank vs Talogy
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
Talogy
Talogy sells psychometric talent-assessment products - cognitive ability tests (Logiks, Mindgage), personality inventories (Caliper, P.A.P.I.), values-based screening, situational judgement and job simulations, and 360 feedback - delivered through its TalogyTech platform for candidate selection and employee development.
Substantial gaps
Assessment
The result
HackerRank leads Talogy on all 7 criteria.
Rubric v1.0 scores the Assessment entries HackerRank and Talogy at 55 and 42, a gap of 13 points. Of the 7 criteria Talogy wins none, and the narrowest lead HackerRank holds is on Data Governance Disclosure, HackerRank 55 to Talogy 52. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — HackerRank 68, Talogy 30 — and at an 18% weight it carries 52% of the weighted advantage HackerRank holds across the 7 criteria on that side of the table.
Criteria won
7 criteria
- HackerRank7
- Talogy0
- Widest raw gap
- Bias Audit Transparency68 vs 30
- Heaviest weighted swing
- Bias Audit Transparency18% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
HackerRank and Talogy are both filed under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of
| Record | HackerRank | Talogy |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 2009 | 1946 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight52% of the movement so far
HackerRank68Talogy306.8 weighted points to HackerRank
- 2
Post-Market Monitoring
12% weight64% of the movement so far
HackerRank45Talogy321.6 weighted points to HackerRank
- 3
FRIA Support
15% weight76% of the movement so far
HackerRank35Talogy251.5 weighted points to HackerRank
- 4
Article 11 Technical Documentation
20% weight87% of the movement so far
HackerRank60Talogy531.4 weighted points to HackerRank
- 5
Human Oversight Design
12% weight94% of the movement so far
HackerRank60Talogy521.0 weighted points to HackerRank
- 6
Data Governance Disclosure
15% weight98% of the movement so far
HackerRank55Talogy520.4 weighted points to HackerRank
- 7
Customer Documentation
8% weight100% of the movement so far
HackerRank62Talogy580.3 weighted points to HackerRank
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +13.0 — the difference between the two totals before either is rounded. Shares are of 13.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +13 beside that +13.0.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is HackerRank minus Talogy, coloured for whichever of the two it favours.
| Category | Weight | HackerRank | Talogy | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 53 | +7 | +1.4 |
| Bias Audit Transparency | 18% | 68 | 30 | +38 | +6.8 |
| FRIA Support | 15% | 35 | 25 | +10 | +1.5 |
| Data Governance Disclosure | 15% | 55 | 52 | +3 | +0.4 |
| Human Oversight Design | 12% | 60 | 52 | +8 | +1.0 |
| Post-Market Monitoring | 12% | 45 | 32 | +13 | +1.6 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 55F | 42F | +13 | +13.0 |
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 | Talogy | ||||
|---|---|---|---|---|---|---|---|
| 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 | 2 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 2 | — |
| 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 | 3 | 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 | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 4 | 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 | 22 | 9 | 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; Talogy has 28 evidence rows across 7 of 7 criteria — 22 with a source URL, 9 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 46 evidence rows on file for these two vendors: 18 for HackerRank, across 3 distinct source domains, and 28 for Talogy, across 1 distinct source domain.
- Rubric
- v1.0
- HackerRank last reviewed
- June 7, 2026 · HireAIScore editorial team
- Talogy last reviewed
- August 2, 2026 · HireAIScore editorial team
HireAIScore scores are editorial research, not legal advice, and no vendor pays for placement, scoring or removal — see the methodology, conflicts policy and terms.
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Scored against