Side-by-side · Rubric v1.0
Dice vs Recruiterflow
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.
Substantial gaps
Sourcing
Recruiterflow
Recruiterflow is an ATS and CRM for recruiting agencies and executive search firms. Its AIRA AI layer ranks candidates already in a firm's database against each job with an explainable 0–100 Criteria Score (AIRA Matchmaker, shown as the 'AI Matches' card), and adds natural-language candidate search, external profile sourcing and an AI call notetaker that fills in interview scorecards.
Substantial gaps
ATS-integrated
The result
Dice and Recruiterflow tie at 36.
Dice, filed under Sourcing, and Recruiterflow, filed under ATS-integrated, tie at 36 under rubric v1.0 by different routes through the criteria. Dice leads 3 of the 7 criteria and Recruiterflow 4, yet the two totals land on the same number. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Dice 25, Recruiterflow 18 — and at an 18% weight it carries 76% of the weighted advantage Dice holds across the 3 criteria on that side of the table.
Criteria won
7 criteria
- Dice3
- Recruiterflow4
- Widest raw gap
- Bias Audit Transparency25 vs 18
- Heaviest weighted swing
- Bias Audit Transparency18% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
Dice is filed under Candidate sourcing AI, Recruiterflow under ATS-integrated AI. They record no secondary category in common.
Both are in scope of
Only Dice is in scope of
| Record | Dice | Recruiterflow |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 1990 | 2017 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight37% of the movement so far
Dice25Recruiterflow181.3 weighted points to Dice
- 2
FRIA Support
15% weight58% of the movement so far
Dice25Recruiterflow300.8 weighted points to Recruiterflow
- 3
Customer Documentation
8% weight72% of the movement so far
Dice50Recruiterflow560.5 weighted points to Recruiterflow
- 4
Human Oversight Design
12% weight83% of the movement so far
Dice55Recruiterflow580.4 weighted points to Recruiterflow
- 5
Post-Market Monitoring
12% weight90% of the movement so far
Dice35Recruiterflow330.2 weighted points to Dice
- 6
Article 11 Technical Documentation
20% weight96% of the movement so far
Dice32Recruiterflow330.2 weighted points to Recruiterflow
- 7
Data Governance Disclosure
15% weight100% of the movement so far
Dice45Recruiterflow440.1 weighted points to Dice
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -0.1 — the difference between the two totals before either is rounded. Shares are of 3.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads 0 beside that -0.1.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dice minus Recruiterflow, coloured for whichever of the two it favours.
| Category | Weight | Dice | Recruiterflow | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 32 | 33 | -1 | -0.2 |
| Bias Audit Transparency | 18% | 25 | 18 | +7 | +1.3 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 45 | 44 | +1 | +0.1 |
| Human Oversight Design | 12% | 55 | 58 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 35 | 33 | +2 | +0.2 |
| Customer Documentation | 8% | 50 | 56 | -6 | -0.5 |
| Total | 100% | 36F | 36F | - | -0.1 |
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 | Recruiterflow | ||||
|---|---|---|---|---|---|---|---|
| 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 | 1 | Sources on the vendor's own 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 | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 1 | Sources on the vendor's own domain | 7 | 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 | 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 | 25 | 6 | Sources on the vendor's own domain |
Dice has 32 evidence rows across 7 of 7 criteria — 25 with a source URL, 7 documented absences; Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 documented absences; some documentation or audit rows for Dice sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 63 evidence rows on file for these two vendors: 32 for Dice, across 4 distinct source domains, and 31 for Recruiterflow, across 1 distinct source domain.
- Rubric
- v1.0
- Dice last reviewed
- September 25, 2026 · HireAIScore editorial team
- Recruiterflow last reviewed
- September 25, 2026 · HireAIScore editorial team
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