§ The result
Eightfold AI leads Metaview by 10 points.
Eightfold AI sits 10 points above Metaview under rubric v1.0 — 64 (D) against 54 (F) — with Eightfold AI filed under Sourcing and Metaview under Screening. Eightfold AI leads 4 of the 7 criteria, including Article 11 Technical Documentation, while Metaview leads 1, including Customer Documentation, and 2 are level. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Eightfold AI 75, Metaview 38 — and at a 20% weight it carries 72% 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
Metaview
Metaview is an AI recruiting platform whose agents transcribe and summarize interviews into structured notes and scorecards, and whose Application Review feature screens and ranks inbound applicants against an auto-generated Ideal Candidate Profile with fit ratings.
§ The record
Eightfold AI is filed under Candidate sourcing AI, Metaview 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 Metaview is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Eightfold AI | Metaview |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | GB |
| Founded | 2016 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 70% of the movement so far
Article 11 Technical Documentation
Eightfold AI 75 · Metaview 38
7.4 weighted points to Eightfold AI
15% weight · 88% of the movement so far
FRIA Support
Eightfold AI 45 · Metaview 33
1.8 weighted points to Eightfold AI
18% weight · 96% of the movement so far
Bias Audit Transparency
Eightfold AI 85 · Metaview 80
0.9 weighted points to Eightfold AI
12% weight · 98% of the movement so far
Post-Market Monitoring
Eightfold AI 50 · Metaview 48
0.2 weighted points to Eightfold AI
8% weight · 100% of the movement so far
Customer Documentation
Eightfold AI 60 · Metaview 62
0.2 weighted points to Metaview
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +10.2 — the difference between the two totals before either is rounded. Shares are of 10.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +10 beside that +10.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Eightfold AI minus Metaview.
| Category | Weight | Eightfold AI | Metaview | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 75 | 38 | +37 | +7.4 |
| Bias Audit Transparency | 18% | 85 | 80 | +5 | +0.9 |
| FRIA Support | 15% | 45 | 33 | +12 | +1.8 |
| Data Governance Disclosure | 15% | 60 | 60 | - | - |
| Human Oversight Design | 12% | 60 | 60 | - | - |
| Post-Market Monitoring | 12% | 50 | 48 | +2 | +0.2 |
| Customer Documentation | 8% | 60 | 62 | -2 | -0.2 |
| Total | 100% | 64 (D) | 54 (F) | +10 | +10.2 |
§ 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 | Metaview | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Sources on the vendor's own domain | 1 | 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 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 1 | 0 | — | 3 | 0 | 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 | — | 2 | 0 | Audit reportSources on a separate domain |
| 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 | 13 | 3 | Audit reportSources 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; Metaview has 16 evidence rows across 7 of 7 criteria — 13 with a source URL, 3 documented absences; some documentation or audit rows for Eightfold AI and Metaview sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 31 evidence rows on file for these two vendors: 15 for Eightfold AI, across 2 distinct source domains, and 16 for Metaview, across 2 distinct source domains.
- Rubric
- v1.0
- Eightfold AI last reviewed
- May 21, 2026 · HireAIScore editorial team
- Metaview 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