§ The result
Gem leads XOR on all 7 criteria.
Rubric v1.0 puts 25 points between Gem (Sourcing) and XOR (Screening): 55 for Gem, 30 for XOR. Gem leads every one of the 7 criteria and 3 of them by 20 raw points or more, Bias Audit Transparency among them; XOR leads none. Bias Audit Transparency is the widest raw gap and the heaviest weighted swing at once (Gem 66, XOR 18, 18% weight), but it accounts for only 34% of the weighted advantage Gem holds across the 7 criteria on that side of the table.
Vendor profile
Gem
Gem is an AI-first recruiting platform combining a talent CRM, AI sourcing and outreach automation, candidate engagement, and a newer applicant tracking system with AI-powered application review and ranking.
Vendor profile
XOR
XOR is a text-first conversational-AI recruiting platform that pre-screens and scores high-volume and hourly candidates with recruiter-defined knockout/scoring questions over SMS, WhatsApp, and Messenger, then auto-schedules interviews on the recruiter's calendar.
§ The record
Gem is filed under Candidate sourcing AI, XOR under Screening AI. They also share 1 secondary category: Scheduling.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | Gem | XOR |
|---|---|---|
| Price tier | High | Mid |
| Headquarters | US | US |
| Founded | 2017 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 34% of the movement so far
Bias Audit Transparency
Gem 66 · XOR 18
8.6 weighted points to Gem
20% weight · 64% of the movement so far
Article 11 Technical Documentation
Gem 58 · XOR 20
7.6 weighted points to Gem
12% weight · 74% of the movement so far
Human Oversight Design
Gem 61 · XOR 40
2.5 weighted points to Gem
15% weight · 83% of the movement so far
Data Governance Disclosure
Gem 57 · XOR 42
2.3 weighted points to Gem
12% weight · 90% of the movement so far
Post-Market Monitoring
Gem 47 · XOR 33
1.7 weighted points to Gem
15% weight · 96% of the movement so far
FRIA Support
Gem 35 · XOR 25
1.5 weighted points to Gem
8% weight · 100% of the movement so far
Customer Documentation
Gem 62 · XOR 48
1.1 weighted points to Gem
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +25.3 — the difference between the two totals before either is rounded. Shares are of 25.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +25 beside that +25.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Gem minus XOR.
| Category | Weight | Gem | XOR | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 20 | +38 | +7.6 |
| Bias Audit Transparency | 18% | 66 | 18 | +48 | +8.6 |
| FRIA Support | 15% | 35 | 25 | +10 | +1.5 |
| Data Governance Disclosure | 15% | 57 | 42 | +15 | +2.3 |
| Human Oversight Design | 12% | 61 | 40 | +21 | +2.5 |
| Post-Market Monitoring | 12% | 47 | 33 | +14 | +1.7 |
| Customer Documentation | 8% | 62 | 48 | +14 | +1.1 |
| Total | 100% | 55 (F) | 30 (F) | +25 | +25.3 |
§ 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 | Gem | XOR | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 0 | Audit reportSources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 19 | 2 | Audit reportSources on the vendor's own domainSources on a separate domain | 11 | 7 | Sources on the vendor's own domain |
Gem has 21 evidence rows across 7 of 7 criteria — 19 with a source URL, 2 documented absences; XOR has 18 evidence rows across 7 of 7 criteria — 11 with a source URL, 7 documented absences; some documentation or audit rows for Gem sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 39 evidence rows on file for these two vendors: 21 for Gem, across 2 distinct source domains, and 18 for XOR, across 1 distinct source domain.
- Rubric
- v1.0
- Gem last reviewed
- June 7, 2026 · HireAIScore editorial team
- XOR 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