§ The result
HackerRank leads ConverzAI by 11 points.
HackerRank sits 11 points above ConverzAI under rubric v1.0 — 55 against 44 — with HackerRank filed under Assessment and ConverzAI under Screening. HackerRank leads 5 of the 7 criteria, including Article 11 Technical Documentation, while ConverzAI leads 2, including Bias Audit Transparency. One criterion, Article 11 Technical Documentation, is both the widest raw gap (ConverzAI 30, HackerRank 60) and the heaviest weighted swing, and at 20% weight it makes up 49% of the weighted advantage HackerRank holds across the 5 criteria it leads.
Vendor profile
ConverzAI
ConverzAI's Virtual Recruiter is an agentic voice, SMS and email AI agent for staffing firms. It contacts applicants within minutes, runs role-specific screening interviews, scores candidates' fit to open jobs and updates the firm's ATS.
Vendor profile
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.
§ The record
ConverzAI is filed under Screening AI, HackerRank under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only HackerRank is in scope of Mobley v. Workday.
| Record | ConverzAI | HackerRank |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2019 | 2009 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 45% of the movement so far
Article 11 Technical Documentation
ConverzAI 30 · HackerRank 60
6.0 weighted points to HackerRank
15% weight · 61% of the movement so far
Data Governance Disclosure
ConverzAI 40 · HackerRank 55
2.3 weighted points to HackerRank
12% weight · 75% of the movement so far
Human Oversight Design
ConverzAI 45 · HackerRank 60
1.8 weighted points to HackerRank
8% weight · 85% of the movement so far
Customer Documentation
ConverzAI 45 · HackerRank 62
1.4 weighted points to HackerRank
15% weight · 90% of the movement so far
FRIA Support
ConverzAI 30 · HackerRank 35
0.8 weighted points to HackerRank
18% weight · 96% of the movement so far
Bias Audit Transparency
ConverzAI 72 · HackerRank 68
0.7 weighted points to ConverzAI
12% weight · 100% of the movement so far
Post-Market Monitoring
ConverzAI 50 · HackerRank 45
0.6 weighted points to ConverzAI
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -10.8 — the difference between the two totals before either is rounded. Shares are of 13.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -11 beside that -10.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is ConverzAI minus HackerRank.
| Category | Weight | ConverzAI | HackerRank | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 60 | -30 | -6.0 |
| Bias Audit Transparency | 18% | 72 | 68 | +4 | +0.7 |
| FRIA Support | 15% | 30 | 35 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 40 | 55 | -15 | -2.3 |
| Human Oversight Design | 12% | 45 | 60 | -15 | -1.8 |
| Post-Market Monitoring | 12% | 50 | 45 | +5 | +0.6 |
| Customer Documentation | 8% | 45 | 62 | -17 | -1.4 |
| Total | 100% | 44 (F) | 55 (F) | -11 | -10.8 |
§ 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 | ConverzAI | HackerRank | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 6 | 0 | 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 a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Audit reportSources on a separate domain | 3 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 6 | 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 |
ConverzAI has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 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 ConverzAI and HackerRank sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 48 evidence rows on file for these two vendors: 30 for ConverzAI, across 3 distinct source domains, and 18 for HackerRank, across 3 distinct source domains.
- Rubric
- v1.0
- ConverzAI last reviewed
- September 25, 2026 · HireAIScore editorial team
- HackerRank last reviewed
- June 7, 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.
§ Where next