§ The result
Eightfold AI leads VidCruiter by 16 points.
Eightfold AI finishes 16 points clear of VidCruiter under rubric v1.0 — 64 (D) against 48 (F) — across the Sourcing and Video interview cohorts. Eightfold AI leads 5 of the 7 criteria, including Bias Audit Transparency, while VidCruiter leads 1, including Human Oversight Design, and 1 is level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Eightfold AI 85, VidCruiter 38 — and at an 18% weight it carries 51% of the weighted advantage Eightfold AI holds across the 5 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
VidCruiter
VidCruiter is an enterprise recruitment platform combining live and pre-recorded video interviewing, structured interview workflows, automated scheduling, skills testing, automated reference checks, and AI features such as transcript-based AI Interview Scoring, AI Interview Notes, and AI fraud detection.
§ The record
Eightfold AI is filed under Candidate sourcing AI, VidCruiter under Video interview 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 VidCruiter is in scope of Mobley v. Workday and Illinois HB 3773.
| Record | Eightfold AI | VidCruiter |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | CA |
| Founded | 2016 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 51% of the movement so far
Bias Audit Transparency
Eightfold AI 85 · VidCruiter 38
8.5 weighted points to Eightfold AI
20% weight · 71% of the movement so far
Article 11 Technical Documentation
Eightfold AI 75 · VidCruiter 58
3.4 weighted points to Eightfold AI
12% weight · 83% of the movement so far
Post-Market Monitoring
Eightfold AI 50 · VidCruiter 33
2.0 weighted points to Eightfold AI
15% weight · 95% of the movement so far
FRIA Support
Eightfold AI 45 · VidCruiter 32
1.9 weighted points to Eightfold AI
15% weight · 99% of the movement so far
Data Governance Disclosure
Eightfold AI 60 · VidCruiter 56
0.6 weighted points to Eightfold AI
12% weight · 100% of the movement so far
Human Oversight Design
Eightfold AI 60 · VidCruiter 62
0.2 weighted points to VidCruiter
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 16.7 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 VidCruiter.
| Category | Weight | Eightfold AI | VidCruiter | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 75 | 58 | +17 | +3.4 |
| Bias Audit Transparency | 18% | 85 | 38 | +47 | +8.5 |
| 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 | 33 | +17 | +2.0 |
| Customer Documentation | 8% | 60 | 60 | - | - |
| 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 | VidCruiter | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Sources on the vendor's own 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 | 2 | 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% | 1 | 0 | — | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 0 | — | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | — | 1 | 1 | — |
| Customer Documentation | 8% | 2 | 0 | Sources on the vendor's own domain | 2 | 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 | 12 | 6 | 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; VidCruiter has 18 evidence rows across 7 of 7 criteria — 12 with a source URL, 6 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 33 evidence rows on file for these two vendors: 15 for Eightfold AI, across 2 distinct source domains, and 18 for VidCruiter, across 2 distinct source domains.
- Rubric
- v1.0
- Eightfold AI last reviewed
- May 21, 2026 · HireAIScore editorial team
- VidCruiter last reviewed
- June 7, 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