§ The result
Paradox takes the total, TestDome takes more of the criteria.
Paradox holds a 4-point edge over TestDome under rubric v1.0, 41 to 37, across the Scheduling and Assessment cohorts. TestDome leads more of the criteria, 4 against 2 for Paradox, yet Paradox takes Bias Audit Transparency, which carries 18% of the rubric, and the weighted sum with it. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Paradox 50, TestDome 15 — and at an 18% weight it carries 91% of the weighted advantage Paradox holds across the 2 criteria on that side of the table.
Vendor profile
Paradox
Conversational AI ("Olivia") that screens, schedules, and engages candidates over chat and SMS, often deployed on top of an existing ATS.
Vendor profile
TestDome
TestDome sells pay-per-candidate online skills tests for coding, Excel and more than 100 other skills. The tests are scored automatically, and open-ended answers can be scored by AI. AI analysis of webcam and screen proctoring recordings flags possible cheating, and a live code-interview tool is included.
§ The record
Paradox is filed under Scheduling AI, TestDome under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only TestDome is in scope of Mobley v. Workday.
| Record | Paradox | TestDome |
|---|---|---|
| Price tier | Enterprise | Low |
| Headquarters | US | HR |
| Founded | 2016 | 2013 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 66% of the movement so far
Bias Audit Transparency
Paradox 50 · TestDome 15
6.3 weighted points to Paradox
8% weight · 79% of the movement so far
Customer Documentation
Paradox 45 · TestDome 60
1.2 weighted points to TestDome
15% weight · 86% of the movement so far
Data Governance Disclosure
Paradox 45 · TestDome 50
0.8 weighted points to TestDome
12% weight · 93% of the movement so far
Post-Market Monitoring
Paradox 35 · TestDome 30
0.6 weighted points to Paradox
15% weight · 97% of the movement so far
FRIA Support
Paradox 25 · TestDome 28
0.4 weighted points to TestDome
12% weight · 100% of the movement so far
Human Oversight Design
Paradox 50 · TestDome 52
0.2 weighted points to TestDome
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +4.3 — the difference between the two totals before either is rounded. Shares are of 9.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +4 beside that +4.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Paradox minus TestDome.
| Category | Weight | Paradox | TestDome | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 40 | - | - |
| Bias Audit Transparency | 18% | 50 | 15 | +35 | +6.3 |
| FRIA Support | 15% | 25 | 28 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 45 | 50 | -5 | -0.8 |
| Human Oversight Design | 12% | 50 | 52 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 35 | 30 | +5 | +0.6 |
| Customer Documentation | 8% | 45 | 60 | -15 | -1.2 |
| Total | 100% | 41 (F) | 37 (F) | +4 | +4.3 |
§ 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 | Paradox | TestDome | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 0 | Audit reportSources on a separate domain | 3 | 1 | — |
| FRIA Support | 15% | 0 | 1 | — | 1 | 1 | — |
| Data Governance Disclosure | 15% | 1 | 0 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 0 | — | 5 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 8 | 2 | Audit reportSources on the vendor's own domainSources on a separate domain | 27 | 5 | Sources on the vendor's own domain |
Paradox has 10 evidence rows across 7 of 7 criteria — 8 with a source URL, 2 documented absences; TestDome has 31 evidence rows across 7 of 7 criteria — 27 with a source URL, 5 documented absences; some documentation or audit rows for Paradox sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 41 evidence rows on file for these two vendors: 10 for Paradox, across 2 distinct source domains, and 31 for TestDome, across 1 distinct source domain.
- Rubric
- v1.0
- Paradox last reviewed
- May 21, 2026 · HireAIScore editorial team
- TestDome 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