§ The result
Eightfold AI leads Employment Hero by 16 points.
Under rubric v1.0, Eightfold AI (Sourcing) opens a 16-point lead on Employment Hero (Screening), 64 (D) to 48 (F). The 7 criteria split 4 to 2 in favour of Eightfold AI, with 1 level: Eightfold AI is ahead on Bias Audit Transparency and Employment Hero on Human Oversight Design. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Eightfold AI 85, Employment Hero 35 — and at an 18% weight it carries 54% of the weighted advantage Eightfold AI holds across the 4 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
Employment Hero
SmartMatch is Employment Hero's AI candidate-matching engine. Since March 2026 it has been surfaced through Find Talent and ATS applicant scoring, where it ranks job seekers and applicants against employer criteria and feeds a Recruitment Agent that auto-shortlists candidates and runs AI video and phone screening interviews.
§ The record
Eightfold AI is filed under Candidate sourcing AI, Employment Hero under Screening AI. They also share 1 secondary category: ATS-integrated.
Both are in scope of EU AI Act, Colorado AI Act and NYC LL 144. Only Employment Hero is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Eightfold AI | Employment Hero |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | AU |
| Founded | 2016 | 2014 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 53% of the movement so far
Bias Audit Transparency
Eightfold AI 85 · Employment Hero 35
9.0 weighted points to Eightfold AI
20% weight · 83% of the movement so far
Article 11 Technical Documentation
Eightfold AI 75 · Employment Hero 50
5.0 weighted points to Eightfold AI
15% weight · 94% of the movement so far
FRIA Support
Eightfold AI 45 · Employment Hero 32
1.9 weighted points to Eightfold AI
15% weight · 98% of the movement so far
Data Governance Disclosure
Eightfold AI 60 · Employment Hero 56
0.6 weighted points to Eightfold AI
12% weight · 99% of the movement so far
Human Oversight Design
Eightfold AI 60 · Employment Hero 62
0.2 weighted points to Employment Hero
8% weight · 100% of the movement so far
Customer Documentation
Eightfold AI 60 · Employment Hero 62
0.2 weighted points to Employment Hero
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +16.2 — the difference between the two totals before either is rounded. Shares are of 16.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +16 beside that +16.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Eightfold AI minus Employment Hero.
| Category | Weight | Eightfold AI | Employment Hero | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 75 | 50 | +25 | +5.0 |
| Bias Audit Transparency | 18% | 85 | 35 | +50 | +9.0 |
| FRIA Support | 15% | 45 | 32 | +13 | +1.9 |
| Data Governance Disclosure | 15% | 60 | 56 | +4 | +0.6 |
| Human Oversight Design | 12% | 60 | 62 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 50 | 50 | - | - |
| Customer Documentation | 8% | 60 | 62 | -2 | -0.2 |
| Total | 100% | 64 (D) | 48 (F) | +16 | +16.2 |
§ 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 | Eightfold AI | Employment Hero | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Sources on the vendor's own domain | 4 | 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 | 3 | 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 | — | 7 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | — | 5 | 0 | 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 | 31 | 4 | Sources on the vendor's own domain |
Eightfold AI has 15 evidence rows across 7 of 7 criteria — 13 with a source URL, 2 documented absences; Employment Hero has 35 evidence rows across 7 of 7 criteria — 31 with a source URL, 4 documented absences; some documentation or audit rows for Eightfold AI 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 Employment Hero, across 1 distinct source domain.
- Rubric
- v1.0
- Eightfold AI last reviewed
- May 21, 2026 · HireAIScore editorial team
- Employment Hero 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