§ The result
3 points separate Xobin and Covey.
Xobin holds a 3-point edge over Covey under rubric v1.0, 50 to 47, across the Assessment and Sourcing cohorts. The 7 criteria split 6 to 1 in favour of Xobin: Xobin is ahead on Article 11 Technical Documentation and Covey on Bias Audit Transparency. Bias Audit Transparency is at once the widest raw gap and the heaviest weighted swing, and it belongs to Covey — Covey 72, Xobin 43, on an 18% weight — which is 100% of the weighted advantage Covey holds across the 1 criterion on that side of the table.
Vendor profile
Covey
Covey is an AI recruiting platform whose Covey Scout product trains generative-AI bots from plain-language hiring criteria to source, evaluate, and rank candidate profiles for outbound sourcing and inbound applicant screening.
Vendor profile
Xobin
Xobin is a talent-assessment platform that sells skills, coding, communication and psychometric tests alongside generative-AI answer scoring (AI Evaluate), AI-led interviews, AI proctoring and NURA, an AI recruiting agent that parses resumes, interviews candidates and builds shortlists.
§ The record
Covey is filed under Candidate sourcing AI, Xobin under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773. Only Xobin is in scope of Mobley v. Workday.
| Record | Covey | Xobin |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | IN |
| Founded | 2018 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 38% of the movement so far
Bias Audit Transparency
Covey 72 · Xobin 43
5.2 weighted points to Covey
20% weight · 70% of the movement so far
Article 11 Technical Documentation
Covey 40 · Xobin 62
4.4 weighted points to Xobin
15% weight · 81% of the movement so far
FRIA Support
Covey 25 · Xobin 35
1.5 weighted points to Xobin
12% weight · 88% of the movement so far
Post-Market Monitoring
Covey 30 · Xobin 38
1.0 weighted points to Xobin
15% weight · 94% of the movement so far
Data Governance Disclosure
Covey 52 · Xobin 57
0.8 weighted points to Xobin
12% weight · 99% of the movement so far
Human Oversight Design
Covey 52 · Xobin 58
0.7 weighted points to Xobin
8% weight · 100% of the movement so far
Customer Documentation
Covey 58 · Xobin 60
0.2 weighted points to Xobin
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -3.3 — the difference between the two totals before either is rounded. Shares are of 13.7 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 -3.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Covey minus Xobin.
| Category | Weight | Covey | Xobin | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 62 | -22 | -4.4 |
| Bias Audit Transparency | 18% | 72 | 43 | +29 | +5.2 |
| FRIA Support | 15% | 25 | 35 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 52 | 57 | -5 | -0.8 |
| Human Oversight Design | 12% | 52 | 58 | -6 | -0.7 |
| Post-Market Monitoring | 12% | 30 | 38 | -8 | -1.0 |
| Customer Documentation | 8% | 58 | 60 | -2 | -0.2 |
| Total | 100% | 47 (F) | 50 (F) | -3 | -3.3 |
§ 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 | Covey | Xobin | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 0 | Audit reportSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 0 | 1 | — | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 0 | 1 | — | 5 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 1 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 0 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 0 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 6 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 27 | 5 | Sources on the vendor's own domainSources on a separate domain |
Covey has 11 evidence rows across 7 of 7 criteria — 6 with a source URL, 5 documented absences; Xobin has 32 evidence rows across 7 of 7 criteria — 27 with a source URL, 5 documented absences; some documentation or audit rows for Covey and Xobin sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 43 evidence rows on file for these two vendors: 11 for Covey, across 2 distinct source domains, and 32 for Xobin, across 2 distinct source domains.
- Rubric
- v1.0
- Covey last reviewed
- June 7, 2026 · HireAIScore editorial team
- Xobin 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