§ The result
Criteria leads Recruiterflow by 17 points.
Under rubric v1.0, Criteria (Assessment) opens a 17-point lead on Recruiterflow (ATS-integrated), 53 to 36. The 7 criteria split 6 to 1 in favour of Criteria: Criteria is ahead on Article 11 Technical Documentation and Recruiterflow on Human Oversight Design. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Criteria 68, Recruiterflow 33 — and at a 20% weight it carries 42% of the weighted advantage Criteria holds across the 6 criteria on that side of the table.
Vendor profile
Criteria
Criteria is a pre-employment assessment platform offering scientifically validated cognitive aptitude, personality, emotional-intelligence and skills tests, plus structured and AI-assisted interview tools, used to evaluate and rank job candidates.
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
Criteria 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 Criteria is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Criteria | Recruiterflow |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2006 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 41% of the movement so far
Article 11 Technical Documentation
Criteria 68 · Recruiterflow 33
7.0 weighted points to Criteria
18% weight · 73% of the movement so far
Bias Audit Transparency
Criteria 48 · Recruiterflow 18
5.4 weighted points to Criteria
15% weight · 89% of the movement so far
Data Governance Disclosure
Criteria 62 · Recruiterflow 44
2.7 weighted points to Criteria
12% weight · 95% of the movement so far
Post-Market Monitoring
Criteria 42 · Recruiterflow 33
1.1 weighted points to Criteria
8% weight · 97% of the movement so far
Customer Documentation
Criteria 60 · Recruiterflow 56
0.3 weighted points to Criteria
15% weight · 99% of the movement so far
FRIA Support
Criteria 32 · Recruiterflow 30
0.3 weighted points to Criteria
12% weight · 100% of the movement so far
Human Oversight Design
Criteria 56 · Recruiterflow 58
0.2 weighted points to Recruiterflow
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +16.6 — the difference between the two totals before either is rounded. Shares are of 17.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +17 beside that +16.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Criteria minus Recruiterflow.
| Category | Weight | Criteria | Recruiterflow | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 68 | 33 | +35 | +7.0 |
| Bias Audit Transparency | 18% | 48 | 18 | +30 | +5.4 |
| FRIA Support | 15% | 32 | 30 | +2 | +0.3 |
| Data Governance Disclosure | 15% | 62 | 44 | +18 | +2.7 |
| Human Oversight Design | 12% | 56 | 58 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 42 | 33 | +9 | +1.1 |
| Customer Documentation | 8% | 60 | 56 | +4 | +0.3 |
| Total | 100% | 53 (F) | 36 (F) | +17 | +16.6 |
§ 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 | Criteria | Recruiterflow | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 7 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 0 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 14 | 4 | Sources on the vendor's own domain | 25 | 6 | Sources on the vendor's own domain |
Criteria has 18 evidence rows across 7 of 7 criteria — 14 with a source URL, 4 documented absences; Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 documented absences.
Provenance
The scores above are documented by 49 evidence rows on file for these two vendors: 18 for Criteria, across 1 distinct source domain, and 31 for Recruiterflow, across 1 distinct source domain.
- Rubric
- v1.0
- Criteria last reviewed
- June 7, 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