§ The result
Juicebox (PeopleGPT) leads Dice by 21 points.
Under rubric v1.0, Juicebox (PeopleGPT) opens a 21-point lead on Dice, 57 to 36, with both scored in the Sourcing cohort. The 7 criteria split 6 to 1 in favour of Juicebox (PeopleGPT): Juicebox (PeopleGPT) is ahead on Bias Audit Transparency and Dice on Human Oversight Design. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Dice 25, Juicebox (PeopleGPT) 84 — and at an 18% weight it carries 51% of the weighted advantage Juicebox (PeopleGPT) holds across the 6 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
Juicebox (PeopleGPT)
Juicebox (PeopleGPT) is an AI talent-sourcing search engine that lets recruiters find, rank, and reach candidates across 800M+ public profiles using natural-language queries instead of Boolean search, with an "Autopilot" agent that scores and ranks profiles against job criteria.
§ The record
Dice and Juicebox (PeopleGPT) are both filed under Candidate sourcing 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.
| Record | Dice | Juicebox (PeopleGPT) |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 1990 | 2022 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 49% of the movement so far
Bias Audit Transparency
Dice 25 · Juicebox (PeopleGPT) 84
10.6 weighted points to Juicebox (PeopleGPT)
20% weight · 68% of the movement so far
Article 11 Technical Documentation
Dice 32 · Juicebox (PeopleGPT) 52
4.0 weighted points to Juicebox (PeopleGPT)
12% weight · 79% of the movement so far
Post-Market Monitoring
Dice 35 · Juicebox (PeopleGPT) 55
2.4 weighted points to Juicebox (PeopleGPT)
15% weight · 87% of the movement so far
Data Governance Disclosure
Dice 45 · Juicebox (PeopleGPT) 56
1.6 weighted points to Juicebox (PeopleGPT)
15% weight · 94% of the movement so far
FRIA Support
Dice 25 · Juicebox (PeopleGPT) 35
1.5 weighted points to Juicebox (PeopleGPT)
8% weight · 97% of the movement so far
Customer Documentation
Dice 50 · Juicebox (PeopleGPT) 60
0.8 weighted points to Juicebox (PeopleGPT)
12% weight · 100% of the movement so far
Human Oversight Design
Dice 55 · Juicebox (PeopleGPT) 50
0.6 weighted points to Dice
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -20.4 — the difference between the two totals before either is rounded. Shares are of 21.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -21 beside that -20.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dice minus Juicebox (PeopleGPT).
| Category | Weight | Dice | Juicebox (PeopleGPT) | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 32 | 52 | -20 | -4.0 |
| Bias Audit Transparency | 18% | 25 | 84 | -59 | -10.6 |
| FRIA Support | 15% | 25 | 35 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 45 | 56 | -11 | -1.6 |
| Human Oversight Design | 12% | 55 | 50 | +5 | +0.6 |
| Post-Market Monitoring | 12% | 35 | 55 | -20 | -2.4 |
| Customer Documentation | 8% | 50 | 60 | -10 | -0.8 |
| Total | 100% | 36 (F) | 57 (F) | -21 | -20.4 |
§ 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 | Juicebox (PeopleGPT) | ||||
|---|---|---|---|---|---|---|---|
| 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 | 1 | 1 | Sources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 3 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on a separate domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on a separate domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 0 | Audit reportSources on a separate 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 | 12 | 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; Juicebox (PeopleGPT) has 16 evidence rows across 7 of 7 criteria — 12 with a source URL, 4 documented absences; some documentation or audit rows for Dice and Juicebox (PeopleGPT) sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 48 evidence rows on file for these two vendors: 32 for Dice, across 4 distinct source domains, and 16 for Juicebox (PeopleGPT), across 4 distinct source domains.
- Rubric
- v1.0
- Dice last reviewed
- September 25, 2026 · HireAIScore editorial team
- Juicebox (PeopleGPT) 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