§ The result
Retorio leads Dice by 8 points.
Retorio scores 44 and Dice 36 under rubric v1.0, an 8-point gap across the Assessment and Sourcing cohorts. The 7 criteria split 4 to 2 in favour of Retorio, with 1 level: Retorio is ahead on Article 11 Technical Documentation and Dice on Human Oversight Design. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Dice 32, Retorio 50) and the heaviest weighted swing, and at 20% weight it makes up 44% of the weighted advantage Retorio holds across the 4 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
Retorio
Video-based AI that analyses words, voice, and facial expression/body language to infer Big Five (OCEAN) personality and behavioural traits.
§ The record
Dice is filed under Candidate sourcing AI, Retorio 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 Retorio is in scope of Mobley v. Workday.
| Record | Dice | Retorio |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | DE |
| Founded | 1990 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 41% of the movement so far
Article 11 Technical Documentation
Dice 32 · Retorio 50
3.6 weighted points to Retorio
18% weight · 72% of the movement so far
Bias Audit Transparency
Dice 25 · Retorio 40
2.7 weighted points to Retorio
15% weight · 84% of the movement so far
Data Governance Disclosure
Dice 45 · Retorio 52
1.1 weighted points to Retorio
15% weight · 93% of the movement so far
FRIA Support
Dice 25 · Retorio 30
0.8 weighted points to Retorio
12% weight · 97% of the movement so far
Human Oversight Design
Dice 55 · Retorio 52
0.4 weighted points to Dice
12% weight · 100% of the movement so far
Post-Market Monitoring
Dice 35 · Retorio 33
0.2 weighted points to Dice
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -7.5 — the difference between the two totals before either is rounded. Shares are of 8.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -8 beside that -7.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dice minus Retorio.
| Category | Weight | Dice | Retorio | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 32 | 50 | -18 | -3.6 |
| Bias Audit Transparency | 18% | 25 | 40 | -15 | -2.7 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 45 | 52 | -7 | -1.1 |
| Human Oversight Design | 12% | 55 | 52 | +3 | +0.4 |
| Post-Market Monitoring | 12% | 35 | 33 | +2 | +0.2 |
| Customer Documentation | 8% | 50 | 50 | - | - |
| Total | 100% | 36 (F) | 44 (F) | -8 | -7.5 |
§ 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 | Retorio | ||||
|---|---|---|---|---|---|---|---|
| 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 | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 3 | 1 | Audit reportSources 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 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 1 | Sources on the vendor's own domain | 3 | 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 | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 3 | 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 | 6 | 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; Retorio has 22 evidence rows across 7 of 7 criteria — 16 with a source URL, 6 documented absences; some documentation or audit rows for Dice and Retorio sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 54 evidence rows on file for these two vendors: 32 for Dice, across 4 distinct source domains, and 22 for Retorio, across 4 distinct source domains.
- Rubric
- v1.0
- Dice last reviewed
- September 25, 2026 · HireAIScore editorial team
- Retorio 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