§ The result
Criteria leads Ribbon by 10 points.
Criteria, filed under Assessment, comes out 10 points above Ribbon, filed under Screening: 53 against 43 under rubric v1.0. Ribbon takes 1 of the 7 criteria, FRIA Support among them, against 6 for Criteria, whose share includes Article 11 Technical Documentation. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Criteria 68, Ribbon 42 — and at a 20% weight it carries 54% of the weighted advantage Criteria holds across the 6 criteria on that side of the table.
Vendor profile
Criteria
Criteria is a pre-employment assessment platform offering scientifically validated cognitive aptitude, personality, emotional-intelligence and skills tests, plus structured and AI-assisted interview tools, used to evaluate and rank job candidates.
Vendor profile
Ribbon
Ribbon is an AI recruiter that runs voice and video screening interviews with applicants around the clock, scores each interview against default and custom rubrics, ranks candidates for recruiter review, and syncs the results to 60+ applicant tracking systems.
§ The record
Criteria is filed under Assessment AI, Ribbon under Screening AI. They also share 1 secondary category: Video interview.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | Criteria | Ribbon |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | CA |
| Founded | 2006 | 2020 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 53% of the movement so far
Article 11 Technical Documentation
Criteria 68 · Ribbon 42
5.2 weighted points to Criteria
18% weight · 71% of the movement so far
Bias Audit Transparency
Criteria 48 · Ribbon 38
1.8 weighted points to Criteria
15% weight · 90% of the movement so far
Data Governance Disclosure
Criteria 62 · Ribbon 50
1.8 weighted points to Criteria
12% weight · 96% of the movement so far
Post-Market Monitoring
Criteria 42 · Ribbon 37
0.6 weighted points to Criteria
8% weight · 97% of the movement so far
Customer Documentation
Criteria 60 · Ribbon 58
0.2 weighted points to Criteria
15% weight · 99% of the movement so far
FRIA Support
Criteria 32 · Ribbon 33
0.1 weighted points to Ribbon
12% weight · 100% of the movement so far
Human Oversight Design
Criteria 56 · Ribbon 55
0.1 weighted points to Criteria
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +9.5 — the difference between the two totals before either is rounded. Shares are of 9.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +10 beside that +9.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Criteria minus Ribbon.
| Category | Weight | Criteria | Ribbon | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 68 | 42 | +26 | +5.2 |
| Bias Audit Transparency | 18% | 48 | 38 | +10 | +1.8 |
| FRIA Support | 15% | 32 | 33 | -1 | -0.1 |
| Data Governance Disclosure | 15% | 62 | 50 | +12 | +1.8 |
| Human Oversight Design | 12% | 56 | 55 | +1 | +0.1 |
| Post-Market Monitoring | 12% | 42 | 37 | +5 | +0.6 |
| Customer Documentation | 8% | 60 | 58 | +2 | +0.2 |
| Total | 100% | 53 (F) | 43 (F) | +10 | +9.5 |
§ 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 | Criteria | Ribbon | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 4 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 0 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 14 | 4 | Sources on the vendor's own domain | 31 | 4 | Sources on the vendor's own domainSources on a separate domain |
Criteria has 18 evidence rows across 7 of 7 criteria — 14 with a source URL, 4 documented absences; Ribbon has 35 evidence rows across 7 of 7 criteria — 31 with a source URL, 4 documented absences; some documentation or audit rows for Ribbon sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 53 evidence rows on file for these two vendors: 18 for Criteria, across 1 distinct source domain, and 35 for Ribbon, across 2 distinct source domains.
- Rubric
- v1.0
- Criteria last reviewed
- June 7, 2026 · HireAIScore editorial team
- Ribbon 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