§ The result
3 points separate DevSkiller and Recruiterflow.
DevSkiller holds a 3-point edge over Recruiterflow under rubric v1.0, 39 to 36, across the Assessment and ATS-integrated cohorts. Recruiterflow takes 2 of the 7 criteria, FRIA Support among them, against 5 for DevSkiller, whose share includes Data Governance Disclosure. The advantage DevSkiller holds is spread out: Data Governance Disclosure is both the widest raw gap and the heaviest weighted swing (DevSkiller 52, Recruiterflow 44, 15% weight), yet it supplies only 36% of the weighted points DevSkiller gains across the 5 criteria it leads.
Vendor profile
DevSkiller
DevSkiller (now branded SkillPanel) provides technical skills assessment and coding tests that automatically score developer candidates on real-world work-sample tasks using hidden verification unit tests and static code analysis.
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
DevSkiller 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 DevSkiller is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | DevSkiller | Recruiterflow |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | PL | US |
| Founded | 2014 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
15% weight · 27% of the movement so far
Data Governance Disclosure
DevSkiller 52 · Recruiterflow 44
1.2 weighted points to DevSkiller
12% weight · 46% of the movement so far
Post-Market Monitoring
DevSkiller 40 · Recruiterflow 33
0.8 weighted points to DevSkiller
15% weight · 63% of the movement so far
FRIA Support
DevSkiller 25 · Recruiterflow 30
0.8 weighted points to Recruiterflow
18% weight · 79% of the movement so far
Bias Audit Transparency
DevSkiller 22 · Recruiterflow 18
0.7 weighted points to DevSkiller
20% weight · 88% of the movement so far
Article 11 Technical Documentation
DevSkiller 35 · Recruiterflow 33
0.4 weighted points to DevSkiller
12% weight · 96% of the movement so far
Human Oversight Design
DevSkiller 55 · Recruiterflow 58
0.4 weighted points to Recruiterflow
8% weight · 100% of the movement so far
Customer Documentation
DevSkiller 58 · Recruiterflow 56
0.2 weighted points to DevSkiller
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +2.2 — the difference between the two totals before either is rounded. Shares are of 4.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +3 beside that +2.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is DevSkiller minus Recruiterflow.
| Category | Weight | DevSkiller | Recruiterflow | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 33 | +2 | +0.4 |
| Bias Audit Transparency | 18% | 22 | 18 | +4 | +0.7 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 52 | 44 | +8 | +1.2 |
| Human Oversight Design | 12% | 55 | 58 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 40 | 33 | +7 | +0.8 |
| Customer Documentation | 8% | 58 | 56 | +2 | +0.2 |
| Total | 100% | 39 (F) | 36 (F) | +3 | +2.2 |
§ 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 | DevSkiller | Recruiterflow | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 0 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 0 | Audit reportSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on a separate domain | 7 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 0 | Sources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 11 | 4 | Audit reportSources on a separate domain | 25 | 6 | Sources on the vendor's own domain |
DevSkiller has 15 evidence rows across 7 of 7 criteria — 11 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; some documentation or audit rows for DevSkiller 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: 15 for DevSkiller, across 2 distinct source domains, and 31 for Recruiterflow, across 1 distinct source domain.
- Rubric
- v1.0
- DevSkiller 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