§ The result
Sapia.ai leads Dice on all 7 criteria.
Under rubric v1.0, Sapia.ai (Assessment) opens a 20-point lead on Dice (Sourcing), 56 to 36. Sapia.ai takes all 7 criteria and Dice none of them; the nearest contest is Human Oversight Design, Dice 55 to Sapia.ai 62. Article 11 Technical Documentation is the widest raw gap and the heaviest weighted swing at once (Dice 32, Sapia.ai 70, 20% weight), but it accounts for only 38% of the weighted advantage Sapia.ai holds across the 7 criteria on that side of the table.
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
Sapia.ai
Structured, text-based chat interview that scores candidates on personality (HEXACO) and competency traits - with no video, audio, or demographic data used.
§ The record
Dice is filed under Candidate sourcing AI, Sapia.ai under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773. Only Sapia.ai is in scope of Mobley v. Workday.
| Record | Dice | Sapia.ai |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | AU |
| Founded | 1990 | 2013 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 38% of the movement so far
Article 11 Technical Documentation
Dice 32 · Sapia.ai 70
7.6 weighted points to Sapia.ai
18% weight · 62% of the movement so far
Bias Audit Transparency
Dice 25 · Sapia.ai 52
4.9 weighted points to Sapia.ai
15% weight · 75% of the movement so far
Data Governance Disclosure
Dice 45 · Sapia.ai 62
2.5 weighted points to Sapia.ai
12% weight · 84% of the movement so far
Post-Market Monitoring
Dice 35 · Sapia.ai 50
1.8 weighted points to Sapia.ai
15% weight · 91% of the movement so far
FRIA Support
Dice 25 · Sapia.ai 35
1.5 weighted points to Sapia.ai
8% weight · 96% of the movement so far
Customer Documentation
Dice 50 · Sapia.ai 62
1.0 weighted points to Sapia.ai
12% weight · 100% of the movement so far
Human Oversight Design
Dice 55 · Sapia.ai 62
0.8 weighted points to Sapia.ai
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -20.1 — the difference between the two totals before either is rounded. Shares are of 20.1 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 -20.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dice minus Sapia.ai.
| Category | Weight | Dice | Sapia.ai | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 32 | 70 | -38 | -7.6 |
| Bias Audit Transparency | 18% | 25 | 52 | -27 | -4.9 |
| FRIA Support | 15% | 25 | 35 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 45 | 62 | -17 | -2.5 |
| Human Oversight Design | 12% | 55 | 62 | -7 | -0.8 |
| Post-Market Monitoring | 12% | 35 | 50 | -15 | -1.8 |
| Customer Documentation | 8% | 50 | 62 | -12 | -1.0 |
| Total | 100% | 36 (F) | 56 (F) | -20 | -20.1 |
§ 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 | Sapia.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 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 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 | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 25 | 7 | Sources on the vendor's own domainSources on a separate domain | 16 | 4 | 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; Sapia.ai has 20 evidence rows across 7 of 7 criteria — 16 with a source URL, 4 documented absences; some documentation or audit rows for Dice and Sapia.ai sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 52 evidence rows on file for these two vendors: 32 for Dice, across 4 distinct source domains, and 20 for Sapia.ai, across 2 distinct source domains.
- Rubric
- v1.0
- Dice last reviewed
- September 25, 2026 · HireAIScore editorial team
- Sapia.ai 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