§ The result
Eightfold AI leads Dice on all 7 criteria.
Rubric v1.0 separates Eightfold AI and Dice, both Sourcing entries, by 28 points: 64 (D) for Eightfold AI, 36 (F) for Dice. Dice leads none of the 7 criteria, and Eightfold AI is ahead on 3 of them by 20 raw points or more, Bias Audit Transparency among them. Even Bias Audit Transparency, the widest raw gap and the heaviest weighted swing (Dice 25, Eightfold AI 85, 18% weight), is only 39% of the weighted advantage Eightfold AI builds across the 7 criteria it leads.
Vendor profile
Dice
Dice is a US job marketplace and resume database for tech roles, run by DHI Group, whose employer tools use a proprietary skills knowledge graph and machine learning (IntelliSearch) to match, score and rank sourced candidates and applicants against job postings.
Vendor profile
Eightfold AI
Talent intelligence platform offering candidate matching, internal mobility, and career-site personalization on top of a deep-learning talent graph.
§ The record
Dice and Eightfold AI are both filed under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act and NYC LL 144. Only Dice is in scope of Illinois HB 3773.
| Record | Dice | Eightfold AI |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 1990 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 39% of the movement so far
Bias Audit Transparency
Dice 25 · Eightfold AI 85
10.8 weighted points to Eightfold AI
20% weight · 70% of the movement so far
Article 11 Technical Documentation
Dice 32 · Eightfold AI 75
8.6 weighted points to Eightfold AI
15% weight · 80% of the movement so far
FRIA Support
Dice 25 · Eightfold AI 45
3.0 weighted points to Eightfold AI
15% weight · 89% of the movement so far
Data Governance Disclosure
Dice 45 · Eightfold AI 60
2.3 weighted points to Eightfold AI
12% weight · 95% of the movement so far
Post-Market Monitoring
Dice 35 · Eightfold AI 50
1.8 weighted points to Eightfold AI
8% weight · 98% of the movement so far
Customer Documentation
Dice 50 · Eightfold AI 60
0.8 weighted points to Eightfold AI
12% weight · 100% of the movement so far
Human Oversight Design
Dice 55 · Eightfold AI 60
0.6 weighted points to Eightfold AI
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -27.9 — the difference between the two totals before either is rounded. Shares are of 27.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -28 beside that -27.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dice minus Eightfold AI.
| Category | Weight | Dice | Eightfold AI | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 32 | 75 | -43 | -8.6 |
| Bias Audit Transparency | 18% | 25 | 85 | -60 | -10.8 |
| FRIA Support | 15% | 25 | 45 | -20 | -3.0 |
| Data Governance Disclosure | 15% | 45 | 60 | -15 | -2.3 |
| Human Oversight Design | 12% | 55 | 60 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 35 | 50 | -15 | -1.8 |
| Customer Documentation | 8% | 50 | 60 | -10 | -0.8 |
| Total | 100% | 36 (F) | 64 (D) | -28 | -27.9 |
§ 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 | Dice | Eightfold AI | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 0 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 0 | — |
| Human Oversight Design | 12% | 5 | 1 | Sources on the vendor's own domain | 1 | 0 | — |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | — |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 25 | 7 | Sources on the vendor's own domainSources on a separate domain | 13 | 2 | Audit reportSources on the vendor's own domainSources on a separate domain |
Dice has 32 evidence rows across 7 of 7 criteria — 25 with a source URL, 7 documented absences; Eightfold AI has 15 evidence rows across 7 of 7 criteria — 13 with a source URL, 2 documented absences; some documentation or audit rows for Dice and Eightfold AI 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: 32 for Dice, across 4 distinct source domains, and 15 for Eightfold AI, across 2 distinct source domains.
- Rubric
- v1.0
- Dice last reviewed
- September 25, 2026 · HireAIScore editorial team
- Eightfold AI last reviewed
- May 21, 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