§ The result
Stepstone leads Recruiterflow on 5 of the 7 criteria.
Stepstone, filed under Screening, comes out 13 points above Recruiterflow, filed under ATS-integrated: 49 against 36 under rubric v1.0. Recruiterflow is ahead on none of the 7 criteria: Stepstone takes 5, the remaining 2 are level, and the nearest of those 5 is Customer Documentation, Recruiterflow 56 to Stepstone 58. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Recruiterflow 18, Stepstone 50 — and at an 18% weight it carries 46% of the weighted advantage Stepstone holds across the 5 criteria on that side of the table.
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.
Vendor profile
Stepstone
Stepstone is a German job marketplace whose Stepstone Recruit employer platform includes an AI Screening Agent, which rates each application against requirements taken from the job ad, and a Talent Finder, which recommends candidates from a CV database of more than 4 million profiles.
§ The record
Recruiterflow is filed under ATS-integrated AI, Stepstone under Screening AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Stepstone is in scope of Illinois HB 3773.
| Record | Recruiterflow | Stepstone |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | DE |
| Founded | 2017 | 1996 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 46% of the movement so far
Bias Audit Transparency
Recruiterflow 18 · Stepstone 50
5.8 weighted points to Stepstone
20% weight · 81% of the movement so far
Article 11 Technical Documentation
Recruiterflow 33 · Stepstone 55
4.4 weighted points to Stepstone
15% weight · 94% of the movement so far
Data Governance Disclosure
Recruiterflow 44 · Stepstone 55
1.6 weighted points to Stepstone
12% weight · 99% of the movement so far
Post-Market Monitoring
Recruiterflow 33 · Stepstone 38
0.6 weighted points to Stepstone
8% weight · 100% of the movement so far
Customer Documentation
Recruiterflow 56 · Stepstone 58
0.2 weighted points to Stepstone
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -12.6 — the difference between the two totals before either is rounded. Shares are of 12.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -13 beside that -12.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Recruiterflow minus Stepstone.
| Category | Weight | Recruiterflow | Stepstone | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 33 | 55 | -22 | -4.4 |
| Bias Audit Transparency | 18% | 18 | 50 | -32 | -5.8 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 44 | 55 | -11 | -1.6 |
| Human Oversight Design | 12% | 58 | 58 | - | - |
| Post-Market Monitoring | 12% | 33 | 38 | -5 | -0.6 |
| Customer Documentation | 8% | 56 | 58 | -2 | -0.2 |
| Total | 100% | 36 (F) | 49 (F) | -13 | -12.6 |
§ 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 | Recruiterflow | Stepstone | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 25 | 6 | Sources on the vendor's own domain | 29 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 documented absences; Stepstone has 33 evidence rows across 7 of 7 criteria — 29 with a source URL, 4 documented absences; some documentation or audit rows for Stepstone sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 64 evidence rows on file for these two vendors: 31 for Recruiterflow, across 1 distinct source domain, and 33 for Stepstone, across 6 distinct source domains.
- Rubric
- v1.0
- Recruiterflow last reviewed
- September 25, 2026 · HireAIScore editorial team
- Stepstone 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