§ The result
Manatal and Paradox tie at 41.
Manatal (ATS-integrated) and Paradox (Scheduling) tie at 41 under rubric v1.0, arriving there from different criteria. Manatal leads 5 of the 7 criteria and Paradox 2, yet the two totals land on the same number. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Manatal 22, Paradox 50 — and at an 18% weight it carries 78% of the weighted advantage Paradox holds across the 2 criteria on that side of the table.
Vendor profile
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.
Vendor profile
Paradox
Conversational AI ("Olivia") that screens, schedules, and engages candidates over chat and SMS, often deployed on top of an existing ATS.
§ The record
Manatal is filed under ATS-integrated AI, Paradox under Scheduling AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Manatal is in scope of Mobley v. Workday.
| Record | Manatal | Paradox |
|---|---|---|
| Price tier | Low | Enterprise |
| Headquarters | TH | US |
| Founded | 2019 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 41% of the movement so far
Bias Audit Transparency
Manatal 22 · Paradox 50
5.0 weighted points to Paradox
20% weight · 53% of the movement so far
Article 11 Technical Documentation
Manatal 33 · Paradox 40
1.4 weighted points to Paradox
8% weight · 64% of the movement so far
Customer Documentation
Manatal 62 · Paradox 45
1.4 weighted points to Manatal
15% weight · 74% of the movement so far
FRIA Support
Manatal 33 · Paradox 25
1.2 weighted points to Manatal
12% weight · 84% of the movement so far
Human Oversight Design
Manatal 60 · Paradox 50
1.2 weighted points to Manatal
15% weight · 92% of the movement so far
Data Governance Disclosure
Manatal 52 · Paradox 45
1.1 weighted points to Manatal
12% weight · 100% of the movement so far
Post-Market Monitoring
Manatal 43 · Paradox 35
1.0 weighted points to Manatal
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -0.7 — the difference between the two totals before either is rounded. Shares are of 12.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads 0 beside that -0.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Manatal minus Paradox.
| Category | Weight | Manatal | Paradox | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 33 | 40 | -7 | -1.4 |
| Bias Audit Transparency | 18% | 22 | 50 | -28 | -5.0 |
| FRIA Support | 15% | 33 | 25 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 52 | 45 | +7 | +1.1 |
| Human Oversight Design | 12% | 60 | 50 | +10 | +1.2 |
| Post-Market Monitoring | 12% | 43 | 35 | +8 | +1.0 |
| Customer Documentation | 8% | 62 | 45 | +17 | +1.4 |
| Total | 100% | 41 (F) | 41 (F) | - | -0.7 |
§ 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 | Manatal | Paradox | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 2 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 3 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 1 | 0 | — |
| Customer Documentation | 8% | 4 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 15 | 5 | Sources on the vendor's own domain | 8 | 2 | Audit reportSources on the vendor's own domainSources on a separate domain |
Manatal has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences; Paradox has 10 evidence rows across 7 of 7 criteria — 8 with a source URL, 2 documented absences; some documentation or audit rows for Paradox sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 30 evidence rows on file for these two vendors: 20 for Manatal, across 1 distinct source domain, and 10 for Paradox, across 2 distinct source domains.
- Rubric
- v1.0
- Manatal last reviewed
- July 17, 2026 · HireAIScore editorial team
- Paradox last reviewed
- May 21, 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