Side-by-side · Rubric v1.0
HackerRank vs Manatal
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
Manatal
Cloud-based applicant tracking system and recruitment CRM for agencies and HR teams, featuring an AI engine that scores and ranks candidates against job requirements and an asynchronous AI video Interviewer.
Substantial gaps
ATS-integrated
The result
HackerRank leads Manatal on 5 of the 7 criteria.
HackerRank, filed under Assessment, comes out 14 points above Manatal, filed under ATS-integrated: 55 against 41 under rubric v1.0. Manatal is ahead on none of the 7 criteria: HackerRank takes 5, the remaining 2 are level, and the nearest of those 5 is FRIA Support, HackerRank 35 to Manatal 33. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — HackerRank 68, Manatal 22 — and at an 18% weight it carries 56% of the weighted advantage HackerRank holds across the 5 criteria on that side of the table.
Criteria won
7 criteria
- HackerRank5
- Manatal0
- Level2
- Widest raw gap
- Bias Audit Transparency68 vs 22
- 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 is filed under Assessment AI, Manatal under ATS-integrated AI. They also share 2 secondary categories: Screening and Video interview.
Both are in scope of
| Record | HackerRank | Manatal |
|---|---|---|
| Price tier | Enterprise | Low |
| Headquarters | US | TH |
| Founded | 2009 | 2019 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight56% of the movement so far
HackerRank68Manatal228.3 weighted points to HackerRank
- 2
Article 11 Technical Documentation
20% weight93% of the movement so far
HackerRank60Manatal335.4 weighted points to HackerRank
- 3
Data Governance Disclosure
15% weight96% of the movement so far
HackerRank55Manatal520.4 weighted points to HackerRank
- 4
FRIA Support
15% weight98% of the movement so far
HackerRank35Manatal330.3 weighted points to HackerRank
- 5
Post-Market Monitoring
12% weight100% of the movement so far
HackerRank45Manatal430.2 weighted points to HackerRank
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +14.7 — the difference between the two totals before either is rounded. Shares are of 14.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +14 beside that +14.7.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is HackerRank minus Manatal, coloured for whichever of the two it favours.
| Category | Weight | HackerRank | Manatal | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 33 | +27 | +5.4 |
| Bias Audit Transparency | 18% | 68 | 22 | +46 | +8.3 |
| FRIA Support | 15% | 35 | 33 | +2 | +0.3 |
| Data Governance Disclosure | 15% | 55 | 52 | +3 | +0.4 |
| Human Oversight Design | 12% | 60 | 60 | - | - |
| Post-Market Monitoring | 12% | 45 | 43 | +2 | +0.2 |
| Customer Documentation | 8% | 62 | 62 | - | - |
| Total | 100% | 55F | 41F | +14 | +14.7 |
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 | Manatal | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 1 | 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 | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 0 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 14 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 15 | 5 | 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; Manatal has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 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 38 evidence rows on file for these two vendors: 18 for HackerRank, across 3 distinct source domains, and 20 for Manatal, across 1 distinct source domain.
- Rubric
- v1.0
- HackerRank last reviewed
- June 7, 2026 · HireAIScore editorial team
- Manatal last reviewed
- July 17, 2026 · HireAIScore editorial team
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