§ The result
4 points separate Humanly and Alooba.
Humanly holds a 4-point edge over Alooba under rubric v1.0, 42 to 38, across the Screening and Assessment cohorts. Alooba takes 3 of the 7 criteria, Data Governance Disclosure among them, against 4 for Humanly, whose share includes Bias Audit Transparency. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Alooba 22, Humanly 40 — and at an 18% weight it carries 57% of the weighted advantage Humanly holds across the 4 criteria on that side of the table.
Vendor profile
Alooba
Alooba sells online skills assessments (auto-graded SQL, Python/R, multiple-choice and data-analysis tests, plus manually graded free-response and one-way video questions) that employers use to screen, benchmark and optionally auto-reject job candidates.
Vendor profile
Humanly
Conversational AI for high-volume recruiting that engages, screens, and schedules candidates across chat, SMS, email, voice, and video, with structured AI interviews and automated scoring.
§ The record
Alooba is filed under Assessment AI, Humanly under Screening AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | Alooba | Humanly |
|---|---|---|
| Price tier | Low | Mid |
| Headquarters | AU | US |
| Founded | 2019 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 43% of the movement so far
Bias Audit Transparency
Alooba 22 · Humanly 40
3.2 weighted points to Humanly
15% weight · 56% of the movement so far
FRIA Support
Alooba 28 · Humanly 35
1.1 weighted points to Humanly
20% weight · 70% of the movement so far
Article 11 Technical Documentation
Alooba 40 · Humanly 45
1.0 weighted points to Humanly
15% weight · 79% of the movement so far
Data Governance Disclosure
Alooba 45 · Humanly 40
0.8 weighted points to Alooba
12% weight · 89% of the movement so far
Post-Market Monitoring
Alooba 36 · Humanly 30
0.7 weighted points to Alooba
8% weight · 95% of the movement so far
Customer Documentation
Alooba 58 · Humanly 52
0.5 weighted points to Alooba
12% weight · 100% of the movement so far
Human Oversight Design
Alooba 55 · Humanly 58
0.4 weighted points to Humanly
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -3.7 — the difference between the two totals before either is rounded. Shares are of 7.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -4 beside that -3.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Alooba minus Humanly.
| Category | Weight | Alooba | Humanly | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 45 | -5 | -1.0 |
| Bias Audit Transparency | 18% | 22 | 40 | -18 | -3.2 |
| FRIA Support | 15% | 28 | 35 | -7 | -1.1 |
| Data Governance Disclosure | 15% | 45 | 40 | +5 | +0.8 |
| Human Oversight Design | 12% | 55 | 58 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 36 | 30 | +6 | +0.7 |
| Customer Documentation | 8% | 58 | 52 | +6 | +0.5 |
| Total | 100% | 38 (F) | 42 (F) | -4 | -3.7 |
§ 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 | Alooba | Humanly | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 2 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 6 | Sources on the vendor's own domainSources on a separate domain | 12 | 6 | Sources on the vendor's own domain |
Alooba has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; Humanly has 18 evidence rows across 7 of 7 criteria — 12 with a source URL, 6 documented absences; some documentation or audit rows for Alooba sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 52 evidence rows on file for these two vendors: 34 for Alooba, across 3 distinct source domains, and 18 for Humanly, across 3 distinct source domains.
- Rubric
- v1.0
- Alooba last reviewed
- September 25, 2026 · HireAIScore editorial team
- Humanly 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