§ The result
Eightfold AI leads Vincere on 6 of the 7 criteria.
Eightfold AI finishes 20 points clear of Vincere under rubric v1.0 — 64 (D) against 44 (F) — across the Sourcing and ATS-integrated cohorts. Eightfold AI leads 6 of the 7 criteria and the remaining criterion is level, so Vincere is ahead on none of them; the closest of the 6 Eightfold AI leads is Data Governance Disclosure, Eightfold AI 60 to Vincere 55. One criterion, Bias Audit Transparency, is both the widest raw gap (Eightfold AI 85, Vincere 18) and the heaviest weighted swing, and at 18% weight it makes up 61% of the weighted advantage Eightfold AI holds across the 6 criteria it leads.
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
Vincere
Access Vincere Evo is a recruitment-agency CRM and ATS from The Access Group whose Copilot AI scores candidates against a job on a 1-5 star scale, ranks the closest matches from the agency database, and generates job ads, candidate summaries and screening chatbots.
§ The record
Eightfold AI is filed under Candidate sourcing AI, Vincere 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. Only Vincere is in scope of Illinois HB 3773.
| Record | Eightfold AI | Vincere |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | GB |
| Founded | 2016 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 61% of the movement so far
Bias Audit Transparency
Eightfold AI 85 · Vincere 18
12.1 weighted points to Eightfold AI
20% weight · 82% of the movement so far
Article 11 Technical Documentation
Eightfold AI 75 · Vincere 55
4.0 weighted points to Eightfold AI
12% weight · 88% of the movement so far
Post-Market Monitoring
Eightfold AI 50 · Vincere 40
1.2 weighted points to Eightfold AI
15% weight · 93% of the movement so far
FRIA Support
Eightfold AI 45 · Vincere 38
1.1 weighted points to Eightfold AI
15% weight · 97% of the movement so far
Data Governance Disclosure
Eightfold AI 60 · Vincere 55
0.8 weighted points to Eightfold AI
12% weight · 100% of the movement so far
Human Oversight Design
Eightfold AI 60 · Vincere 55
0.6 weighted points to Eightfold AI
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +19.7 — the difference between the two totals before either is rounded. Shares are of 19.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +20 beside that +19.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Eightfold AI minus Vincere.
| Category | Weight | Eightfold AI | Vincere | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 75 | 55 | +20 | +4.0 |
| Bias Audit Transparency | 18% | 85 | 18 | +67 | +12.1 |
| FRIA Support | 15% | 45 | 38 | +7 | +1.1 |
| Data Governance Disclosure | 15% | 60 | 55 | +5 | +0.8 |
| Human Oversight Design | 12% | 60 | 55 | +5 | +0.6 |
| Post-Market Monitoring | 12% | 50 | 40 | +10 | +1.2 |
| Customer Documentation | 8% | 60 | 60 | - | - |
| Total | 100% | 64 (D) | 44 (F) | +20 | +19.7 |
§ 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 | Vincere | ||||
|---|---|---|---|---|---|---|---|
| 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 domainSources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on a separate domain |
| Data Governance Disclosure | 15% | 1 | 0 | — | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 1 | 0 | — | 5 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 1 | 1 | — | 3 | 1 | Sources on the vendor's own domainSources on a separate 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 | 27 | 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; Vincere has 32 evidence rows across 7 of 7 criteria — 27 with a source URL, 5 documented absences; some documentation or audit rows for Eightfold AI and Vincere sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 47 evidence rows on file for these two vendors: 15 for Eightfold AI, across 2 distinct source domains, and 32 for Vincere, across 3 distinct source domains.
- Rubric
- v1.0
- Eightfold AI last reviewed
- May 21, 2026 · HireAIScore editorial team
- Vincere 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