§ The result
Rippling leads DevSkiller on all 7 criteria.
Rippling finishes 17 points clear of DevSkiller under rubric v1.0 — 56 against 39 — across the ATS-integrated and Assessment cohorts. Rippling leads every one of the 7 criteria and 3 of them by 20 raw points or more, Article 11 Technical Documentation among them; DevSkiller leads none. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — DevSkiller 35, Rippling 73 — and at a 20% weight it carries 42% of the weighted advantage Rippling holds across the 7 criteria on that side of the table.
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
Rippling
Rippling Recruiting is an applicant tracking system within Rippling's all-in-one HR/IT/finance platform that uses AI to review and screen job applications, summarize interviewer feedback, transcribe video interviews, flag application fraud, and automate interview scheduling.
§ The record
DevSkiller is filed under Assessment AI, Rippling 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 | Rippling |
|---|---|---|
| Price tier | Mid | High |
| Headquarters | PL | US |
| Founded | 2014 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 42% of the movement so far
Article 11 Technical Documentation
DevSkiller 35 · Rippling 73
7.6 weighted points to Rippling
18% weight · 62% of the movement so far
Bias Audit Transparency
DevSkiller 22 · Rippling 42
3.6 weighted points to Rippling
15% weight · 79% of the movement so far
FRIA Support
DevSkiller 25 · Rippling 45
3.0 weighted points to Rippling
15% weight · 89% of the movement so far
Data Governance Disclosure
DevSkiller 52 · Rippling 64
1.8 weighted points to Rippling
12% weight · 94% of the movement so far
Post-Market Monitoring
DevSkiller 40 · Rippling 47
0.8 weighted points to Rippling
12% weight · 97% of the movement so far
Human Oversight Design
DevSkiller 55 · Rippling 60
0.6 weighted points to Rippling
8% weight · 100% of the movement so far
Customer Documentation
DevSkiller 58 · Rippling 64
0.5 weighted points to Rippling
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -17.9 — the difference between the two totals before either is rounded. Shares are of 17.9 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 -17.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is DevSkiller minus Rippling.
| Category | Weight | DevSkiller | Rippling | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 73 | -38 | -7.6 |
| Bias Audit Transparency | 18% | 22 | 42 | -20 | -3.6 |
| FRIA Support | 15% | 25 | 45 | -20 | -3.0 |
| Data Governance Disclosure | 15% | 52 | 64 | -12 | -1.8 |
| Human Oversight Design | 12% | 55 | 60 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 40 | 47 | -7 | -0.8 |
| Customer Documentation | 8% | 58 | 64 | -6 | -0.5 |
| Total | 100% | 39 (F) | 56 (F) | -17 | -17.9 |
§ 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 | Rippling | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on a separate domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 0 | 1 | — | 2 | 0 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 0 | Audit reportSources on a separate domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on a separate domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 0 | Sources on a separate domain | 2 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on a separate domain | 2 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 11 | 4 | Audit reportSources on a separate domain | 12 | 1 | Audit reportSources on the vendor's own domain |
DevSkiller has 15 evidence rows across 7 of 7 criteria — 11 with a source URL, 4 documented absences; Rippling has 13 evidence rows across 7 of 7 criteria — 12 with a source URL, 1 documented absence; 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 28 evidence rows on file for these two vendors: 15 for DevSkiller, across 2 distinct source domains, and 13 for Rippling, across 1 distinct source domain.
- Rubric
- v1.0
- DevSkiller last reviewed
- July 17, 2026 · HireAIScore editorial team
- Rippling 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