§ The result
Sapia.ai leads Manatal on 6 of the 7 criteria.
Sapia.ai finishes 15 points clear of Manatal under rubric v1.0 — 56 against 41 — across the Assessment and ATS-integrated cohorts. Sapia.ai leads 6 of the 7 criteria and the remaining criterion is level, so Manatal is ahead on none of them; the closest of the 6 Sapia.ai leads is FRIA Support, Manatal 33 to Sapia.ai 35. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Manatal 33, Sapia.ai 70 — and at a 20% weight it carries 47% of the weighted advantage Sapia.ai holds across the 6 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
Sapia.ai
Structured, text-based chat interview that scores candidates on personality (HEXACO) and competency traits - with no video, audio, or demographic data used.
§ The record
Manatal is filed under ATS-integrated AI, Sapia.ai under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Manatal | Sapia.ai |
|---|---|---|
| Price tier | Low | Enterprise |
| Headquarters | TH | AU |
| Founded | 2019 | 2013 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 47% of the movement so far
Article 11 Technical Documentation
Manatal 33 · Sapia.ai 70
7.4 weighted points to Sapia.ai
18% weight · 82% of the movement so far
Bias Audit Transparency
Manatal 22 · Sapia.ai 52
5.4 weighted points to Sapia.ai
15% weight · 91% of the movement so far
Data Governance Disclosure
Manatal 52 · Sapia.ai 62
1.5 weighted points to Sapia.ai
12% weight · 97% of the movement so far
Post-Market Monitoring
Manatal 43 · Sapia.ai 50
0.8 weighted points to Sapia.ai
15% weight · 98% of the movement so far
FRIA Support
Manatal 33 · Sapia.ai 35
0.3 weighted points to Sapia.ai
12% weight · 100% of the movement so far
Human Oversight Design
Manatal 60 · Sapia.ai 62
0.2 weighted points to Sapia.ai
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -15.7 — the difference between the two totals before either is rounded. Shares are of 15.7 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 -15.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Manatal minus Sapia.ai.
| Category | Weight | Manatal | Sapia.ai | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 33 | 70 | -37 | -7.4 |
| Bias Audit Transparency | 18% | 22 | 52 | -30 | -5.4 |
| FRIA Support | 15% | 33 | 35 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 52 | 62 | -10 | -1.5 |
| Human Oversight Design | 12% | 60 | 62 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 43 | 50 | -7 | -0.8 |
| Customer Documentation | 8% | 62 | 62 | - | - |
| Total | 100% | 41 (F) | 56 (F) | -15 | -15.7 |
§ 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 | Sapia.ai | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 1 | Sources on the vendor's own domain | 3 | 0 | 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% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 15 | 5 | Sources on the vendor's own domain | 16 | 4 | 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; Sapia.ai has 20 evidence rows across 7 of 7 criteria — 16 with a source URL, 4 documented absences; some documentation or audit rows for Sapia.ai sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 40 evidence rows on file for these two vendors: 20 for Manatal, across 1 distinct source domain, and 20 for Sapia.ai, across 2 distinct source domains.
- Rubric
- v1.0
- Manatal last reviewed
- July 17, 2026 · HireAIScore editorial team
- Sapia.ai 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