Side-by-side · Rubric v1.0
HackerRank vs Recruit CRM
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
Recruit CRM
Recruit CRM is an ATS and CRM for recruitment agencies and executive search firms, with AI resume parsing, AI sourcing from an 800M+ profile Global Database, and AI candidate matching that scores and ranks candidates 0–100 with explanations for each dimension.
Substantial gaps
ATS-integrated
The result
HackerRank leads Recruit CRM on all 7 criteria.
HackerRank finishes 15 points clear of Recruit CRM under rubric v1.0 — 55 against 40 — across the Assessment and ATS-integrated cohorts. Of the 7 criteria Recruit CRM wins none, and the narrowest lead HackerRank holds is on FRIA Support, HackerRank 35 to Recruit CRM 34. One criterion, Bias Audit Transparency, is both the widest raw gap (HackerRank 68, Recruit CRM 20) and the heaviest weighted swing, and at 18% weight it makes up 58% of the weighted advantage HackerRank holds across the 7 criteria it leads.
Criteria won
7 criteria
- HackerRank7
- Recruit CRM0
- Widest raw gap
- Bias Audit Transparency68 vs 20
- Heaviest weighted swing
- Bias Audit Transparency18% weight
The record
Categories, scope and company facts.
HackerRank is filed under Assessment AI, Recruit CRM under ATS-integrated AI. They record no secondary category in common.
Both are in scope of
Only HackerRank is in scope of
| Record | HackerRank | Recruit CRM |
|---|---|---|
| Price tier | Enterprise | Low |
| Headquarters | US | US |
| Founded | 2009 | Not recorded |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight58% of the movement so far
HackerRank68Recruit CRM208.6 weighted points to HackerRank
- 2
Article 11 Technical Documentation
20% weight93% of the movement so far
HackerRank60Recruit CRM345.2 weighted points to HackerRank
- 3
Post-Market Monitoring
12% weight95% of the movement so far
HackerRank45Recruit CRM420.4 weighted points to HackerRank
- 4
Human Oversight Design
12% weight97% of the movement so far
HackerRank60Recruit CRM580.2 weighted points to HackerRank
- 5
Customer Documentation
8% weight98% of the movement so far
HackerRank62Recruit CRM600.2 weighted points to HackerRank
- 6
FRIA Support
15% weight99% of the movement so far
HackerRank35Recruit CRM340.1 weighted points to HackerRank
- 7
Data Governance Disclosure
15% weight100% of the movement so far
HackerRank55Recruit CRM540.1 weighted points to HackerRank
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +14.9 — the difference between the two totals before either is rounded. Shares are of 14.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +15 beside that +14.9.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is HackerRank minus Recruit CRM, coloured for whichever of the two it favours.
| Category | Weight | HackerRank | Recruit CRM | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 34 | +26 | +5.2 |
| Bias Audit Transparency | 18% | 68 | 20 | +48 | +8.6 |
| FRIA Support | 15% | 35 | 34 | +1 | +0.1 |
| Data Governance Disclosure | 15% | 55 | 54 | +1 | +0.1 |
| Human Oversight Design | 12% | 60 | 58 | +2 | +0.2 |
| Post-Market Monitoring | 12% | 45 | 42 | +3 | +0.4 |
| Customer Documentation | 8% | 62 | 60 | +2 | +0.2 |
| Total | 100% | 55F | 40F | +15 | +14.9 |
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 | Recruit CRM | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 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 | 6 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 6 | 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 | 5 | 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 | 30 | 5 | Sources on the vendor's own domainSources on a separate domain |
HackerRank has 18 evidence rows across 7 of 7 criteria — 14 with a source URL, 4 documented absences; Recruit CRM has 35 evidence rows across 7 of 7 criteria — 30 with a source URL, 5 documented absences; some documentation or audit rows for HackerRank and Recruit CRM sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 53 evidence rows on file for these two vendors: 18 for HackerRank, across 3 distinct source domains, and 35 for Recruit CRM, across 2 distinct source domains.
- Rubric
- v1.0
- HackerRank last reviewed
- June 7, 2026 · HireAIScore editorial team
- Recruit CRM last reviewed
- September 25, 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.