§ The result
Fuel50 leads Dice on all 7 criteria.
The Sourcing cohort pairing of Fuel50 and Dice comes out 58 to 36 under rubric v1.0, a 22-point lead for Fuel50. Fuel50 leads every one of the 7 criteria, Dice none of them, and the closest of the 7 is Post-Market Monitoring, Dice 35 to Fuel50 40. Even Bias Audit Transparency, the widest raw gap and the heaviest weighted swing (Dice 25, Fuel50 68, 18% weight), is only 36% of the weighted advantage Fuel50 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
Fuel50
Fuel50 is an AI internal talent marketplace and workforce-transformation platform that matches employees to internal roles, gigs, mentors, learning and career paths, and fit-scores and ranks internal candidates for open roles and succession pipelines, using a skills ontology curated by in-house I/O psychologists.
§ The record
Dice and Fuel50 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, NYC LL 144 and Illinois HB 3773. Only Fuel50 is in scope of Mobley v. Workday.
| Record | Dice | Fuel50 |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 1990 | 2011 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 36% of the movement so far
Bias Audit Transparency
Dice 25 · Fuel50 68
7.7 weighted points to Fuel50
20% weight · 71% of the movement so far
Article 11 Technical Documentation
Dice 32 · Fuel50 70
7.6 weighted points to Fuel50
15% weight · 85% of the movement so far
Data Governance Disclosure
Dice 45 · Fuel50 64
2.9 weighted points to Fuel50
15% weight · 89% of the movement so far
FRIA Support
Dice 25 · Fuel50 32
1.1 weighted points to Fuel50
8% weight · 94% of the movement so far
Customer Documentation
Dice 50 · Fuel50 62
1.0 weighted points to Fuel50
12% weight · 97% of the movement so far
Human Oversight Design
Dice 55 · Fuel50 61
0.7 weighted points to Fuel50
12% weight · 100% of the movement so far
Post-Market Monitoring
Dice 35 · Fuel50 40
0.6 weighted points to Fuel50
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -21.5 — the difference between the two totals before either is rounded. Shares are of 21.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -22 beside that -21.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dice minus Fuel50.
| Category | Weight | Dice | Fuel50 | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 32 | 70 | -38 | -7.6 |
| Bias Audit Transparency | 18% | 25 | 68 | -43 | -7.7 |
| FRIA Support | 15% | 25 | 32 | -7 | -1.1 |
| Data Governance Disclosure | 15% | 45 | 64 | -19 | -2.9 |
| Human Oversight Design | 12% | 55 | 61 | -6 | -0.7 |
| Post-Market Monitoring | 12% | 35 | 40 | -5 | -0.6 |
| Customer Documentation | 8% | 50 | 62 | -12 | -1.0 |
| Total | 100% | 36 (F) | 58 (F) | -22 | -21.5 |
§ 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 | Fuel50 | ||||
|---|---|---|---|---|---|---|---|
| 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 | — | 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 | — |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 5 | 1 | Sources on the vendor's own domain | 4 | 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 | 4 | 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 | 24 | 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; Fuel50 has 28 evidence rows across 7 of 7 criteria — 24 with a source URL, 4 documented absences; some documentation or audit rows for Dice and Fuel50 sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 60 evidence rows on file for these two vendors: 32 for Dice, across 4 distinct source domains, and 28 for Fuel50, across 3 distinct source domains.
- Rubric
- v1.0
- Dice last reviewed
- September 25, 2026 · HireAIScore editorial team
- Fuel50 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
Scored against