§ The result
Eightfold AI leads Recruit CRM on 6 of the 7 criteria.
Under rubric v1.0, Eightfold AI (Sourcing) opens a 24-point lead on Recruit CRM (ATS-integrated), 64 (D) to 40 (F). Recruit CRM is ahead on none of the 7 criteria: Eightfold AI takes 6, the remaining criterion is level, and the nearest of those 6 is Human Oversight Design, Eightfold AI 60 to Recruit CRM 58. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Eightfold AI 85, Recruit CRM 20 — and at an 18% weight it carries 49% of the weighted advantage Eightfold AI holds across the 6 criteria on that side of the table.
Vendor profile
Eightfold AI
Talent intelligence platform offering candidate matching, internal mobility, and career-site personalization on top of a deep-learning talent graph.
Vendor profile
Recruit CRM
Recruit CRM is an ATS and CRM for recruitment agencies and executive search firms, with AI resume parsing, AI sourcing from an 800M+ profile Global Database, and AI candidate matching that scores and ranks candidates 0–100 with explanations for each dimension.
§ The record
Eightfold AI is filed under Candidate sourcing AI, Recruit CRM under ATS-integrated AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act and NYC LL 144.
| Record | Eightfold AI | Recruit CRM |
|---|---|---|
| Price tier | Enterprise | Low |
| Headquarters | US | US |
| Founded | 2016 | Not recorded |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 49% of the movement so far
Bias Audit Transparency
Eightfold AI 85 · Recruit CRM 20
11.7 weighted points to Eightfold AI
20% weight · 84% of the movement so far
Article 11 Technical Documentation
Eightfold AI 75 · Recruit CRM 34
8.2 weighted points to Eightfold AI
15% weight · 91% of the movement so far
FRIA Support
Eightfold AI 45 · Recruit CRM 34
1.6 weighted points to Eightfold AI
12% weight · 95% of the movement so far
Post-Market Monitoring
Eightfold AI 50 · Recruit CRM 42
1.0 weighted points to Eightfold AI
15% weight · 99% of the movement so far
Data Governance Disclosure
Eightfold AI 60 · Recruit CRM 54
0.9 weighted points to Eightfold AI
12% weight · 100% of the movement so far
Human Oversight Design
Eightfold AI 60 · Recruit CRM 58
0.2 weighted points to Eightfold AI
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +23.6 — the difference between the two totals before either is rounded. Shares are of 23.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +24 beside that +23.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Eightfold AI minus Recruit CRM.
| Category | Weight | Eightfold AI | Recruit CRM | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 75 | 34 | +41 | +8.2 |
| Bias Audit Transparency | 18% | 85 | 20 | +65 | +11.7 |
| FRIA Support | 15% | 45 | 34 | +11 | +1.6 |
| Data Governance Disclosure | 15% | 60 | 54 | +6 | +0.9 |
| Human Oversight Design | 12% | 60 | 58 | +2 | +0.2 |
| Post-Market Monitoring | 12% | 50 | 42 | +8 | +1.0 |
| Customer Documentation | 8% | 60 | 60 | - | - |
| Total | 100% | 64 (D) | 40 (F) | +24 | +23.6 |
§ 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 | Eightfold AI | Recruit CRM | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | 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 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 1 | — |
| 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% | 1 | 0 | — | 6 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 0 | — | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | — | 5 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 2 | Audit reportSources on the vendor's own domainSources on a separate domain | 30 | 5 | Sources on the vendor's own domainSources on a separate domain |
Eightfold AI has 15 evidence rows across 7 of 7 criteria — 13 with a source URL, 2 documented absences; Recruit CRM has 35 evidence rows across 7 of 7 criteria — 30 with a source URL, 5 documented absences; some documentation or audit rows for Eightfold AI and Recruit CRM sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 15 for Eightfold AI, across 2 distinct source domains, and 35 for Recruit CRM, across 2 distinct source domains.
- Rubric
- v1.0
- Eightfold AI last reviewed
- May 21, 2026 · HireAIScore editorial team
- Recruit CRM 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