§ The result
iMocha leads Manatal on all 7 criteria.
iMocha finishes 15 points clear of Manatal under rubric v1.0 — 56 against 41 — across the Assessment and ATS-integrated cohorts. iMocha leads every one of the 7 criteria, Manatal none of them, and the closest of the 7 is Human Oversight Design, iMocha 64 to Manatal 60. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — iMocha 68, Manatal 33 — and at a 20% weight it carries 46% of the weighted advantage iMocha holds across the 7 criteria on that side of the table.
Vendor profile
iMocha
iMocha is an AI-powered skills assessment and skills-intelligence platform that evaluates candidates and employees across technical, cognitive, coding, and soft skills for hiring and internal talent management, including AI-based coding simulators and an AI video interviewer (Tara).
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.
§ The record
iMocha is filed under Assessment AI, Manatal under ATS-integrated AI. They also share 2 secondary categories: Video interview and Screening.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | iMocha | Manatal |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | IN | TH |
| Founded | 2015 | 2019 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 46% of the movement so far
Article 11 Technical Documentation
iMocha 68 · Manatal 33
7.0 weighted points to iMocha
18% weight · 72% of the movement so far
Bias Audit Transparency
iMocha 44 · Manatal 22
4.0 weighted points to iMocha
15% weight · 86% of the movement so far
Data Governance Disclosure
iMocha 66 · Manatal 52
2.1 weighted points to iMocha
15% weight · 91% of the movement so far
FRIA Support
iMocha 38 · Manatal 33
0.8 weighted points to iMocha
12% weight · 95% of the movement so far
Post-Market Monitoring
iMocha 48 · Manatal 43
0.6 weighted points to iMocha
12% weight · 98% of the movement so far
Human Oversight Design
iMocha 64 · Manatal 60
0.5 weighted points to iMocha
8% weight · 100% of the movement so far
Customer Documentation
iMocha 66 · Manatal 62
0.3 weighted points to iMocha
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +15.2 — the difference between the two totals before either is rounded. Shares are of 15.2 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 +15.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is iMocha minus Manatal.
| Category | Weight | iMocha | Manatal | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 68 | 33 | +35 | +7.0 |
| Bias Audit Transparency | 18% | 44 | 22 | +22 | +4.0 |
| FRIA Support | 15% | 38 | 33 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 66 | 52 | +14 | +2.1 |
| Human Oversight Design | 12% | 64 | 60 | +4 | +0.5 |
| Post-Market Monitoring | 12% | 48 | 43 | +5 | +0.6 |
| Customer Documentation | 8% | 66 | 62 | +4 | +0.3 |
| Total | 100% | 56 (F) | 41 (F) | +15 | +15.2 |
§ 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 | iMocha | Manatal | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Sources on a separate domain | 1 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on the vendor's own domainSources on a separate 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 | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 21 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 15 | 5 | Sources on the vendor's own domain |
iMocha has 26 evidence rows across 7 of 7 criteria — 21 with a source URL, 5 documented absences; Manatal has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences; some documentation or audit rows for iMocha sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 46 evidence rows on file for these two vendors: 26 for iMocha, across 2 distinct source domains, and 20 for Manatal, across 1 distinct source domain.
- Rubric
- v1.0
- iMocha last reviewed
- July 17, 2026 · HireAIScore editorial team
- Manatal last reviewed
- July 17, 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