§ The result
iMocha leads Recruiterflow on all 7 criteria.
Under rubric v1.0, iMocha (Assessment) opens a 20-point lead on Recruiterflow (ATS-integrated), 56 to 36. Recruiterflow leads none of the 7 criteria, and iMocha is ahead on 3 of them by 20 raw points or more, Article 11 Technical Documentation among them. Even Article 11 Technical Documentation, the widest raw gap and the heaviest weighted swing (iMocha 68, Recruiterflow 33, 20% weight), is only 36% of the weighted advantage iMocha builds across the 7 criteria it leads.
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
Recruiterflow
Recruiterflow is an ATS and CRM for recruiting agencies and executive search firms. Its AIRA AI layer ranks candidates already in a firm's database against each job with an explainable 0–100 Criteria Score (AIRA Matchmaker, shown as the 'AI Matches' card), and adds natural-language candidate search, external profile sourcing and an AI call notetaker that fills in interview scorecards.
§ The record
iMocha is filed under Assessment AI, Recruiterflow under ATS-integrated AI. They record no secondary category in common.
Both are in scope of NYC LL 144, EU AI Act and Colorado AI Act. Only iMocha is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | iMocha | Recruiterflow |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | IN | US |
| Founded | 2015 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 36% of the movement so far
Article 11 Technical Documentation
iMocha 68 · Recruiterflow 33
7.0 weighted points to iMocha
18% weight · 60% of the movement so far
Bias Audit Transparency
iMocha 44 · Recruiterflow 18
4.7 weighted points to iMocha
15% weight · 77% of the movement so far
Data Governance Disclosure
iMocha 66 · Recruiterflow 44
3.3 weighted points to iMocha
12% weight · 86% of the movement so far
Post-Market Monitoring
iMocha 48 · Recruiterflow 33
1.8 weighted points to iMocha
15% weight · 92% of the movement so far
FRIA Support
iMocha 38 · Recruiterflow 30
1.2 weighted points to iMocha
8% weight · 96% of the movement so far
Customer Documentation
iMocha 66 · Recruiterflow 56
0.8 weighted points to iMocha
12% weight · 100% of the movement so far
Human Oversight Design
iMocha 64 · Recruiterflow 58
0.7 weighted points to iMocha
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +19.5 — the difference between the two totals before either is rounded. Shares are of 19.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +20 beside that +19.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is iMocha minus Recruiterflow.
| Category | Weight | iMocha | Recruiterflow | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 68 | 33 | +35 | +7.0 |
| Bias Audit Transparency | 18% | 44 | 18 | +26 | +4.7 |
| FRIA Support | 15% | 38 | 30 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 66 | 44 | +22 | +3.3 |
| Human Oversight Design | 12% | 64 | 58 | +6 | +0.7 |
| Post-Market Monitoring | 12% | 48 | 33 | +15 | +1.8 |
| Customer Documentation | 8% | 66 | 56 | +10 | +0.8 |
| Total | 100% | 56 (F) | 36 (F) | +20 | +19.5 |
§ 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 | Recruiterflow | ||||
|---|---|---|---|---|---|---|---|
| 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 | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Sources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| 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 | 4 | 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 | 7 | 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 | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 21 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 25 | 6 | 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; Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 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 57 evidence rows on file for these two vendors: 26 for iMocha, across 2 distinct source domains, and 31 for Recruiterflow, across 1 distinct source domain.
- Rubric
- v1.0
- iMocha last reviewed
- July 17, 2026 · HireAIScore editorial team
- Recruiterflow last reviewed
- September 25, 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