§ The result
Testlify leads Entelo on all 7 criteria.
Testlify sits 12 points above Entelo under rubric v1.0 — 45 against 33 — with Testlify filed under Assessment and Entelo under Sourcing. Of the 7 criteria Entelo wins none, and the narrowest lead Testlify holds is on Post-Market Monitoring, Entelo 35 to Testlify 42. Article 11 Technical Documentation is the widest raw gap and the heaviest weighted swing at once (Entelo 30, Testlify 52, 20% weight), but it accounts for only 34% of the weighted advantage Testlify holds across the 7 criteria on that side of the table.
Vendor profile
Entelo
Entelo is an AI-powered talent sourcing and diversity-recruiting platform that aggregates hundreds of millions of public candidate profiles and applies predictive machine-learning models to score, rank, and surface (including underrepresented) candidates for recruiters.
Vendor profile
Testlify
Testlify is a skills-assessment and AI-interviewing platform that ranks candidates on a scored leaderboard from pre-built or AI-generated tests, with an AI résumé screener, AI-scored video, voice and chat interviews, and AI-assisted proctoring.
§ The record
Entelo is filed under Candidate sourcing AI, Testlify under Assessment 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. Only Testlify is in scope of Mobley v. Workday.
| Record | Entelo | Testlify |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | US |
| Founded | 2011 | 2022 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 34% of the movement so far
Article 11 Technical Documentation
Entelo 30 · Testlify 52
4.4 weighted points to Testlify
18% weight · 48% of the movement so far
Bias Audit Transparency
Entelo 20 · Testlify 30
1.8 weighted points to Testlify
8% weight · 60% of the movement so far
Customer Documentation
Entelo 40 · Testlify 60
1.6 weighted points to Testlify
12% weight · 73% of the movement so far
Human Oversight Design
Entelo 42 · Testlify 55
1.6 weighted points to Testlify
15% weight · 84% of the movement so far
Data Governance Disclosure
Entelo 45 · Testlify 55
1.5 weighted points to Testlify
15% weight · 93% of the movement so far
FRIA Support
Entelo 25 · Testlify 33
1.2 weighted points to Testlify
12% weight · 100% of the movement so far
Post-Market Monitoring
Entelo 35 · Testlify 42
0.8 weighted points to Testlify
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -12.9 — the difference between the two totals before either is rounded. Shares are of 12.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -12 beside that -12.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Entelo minus Testlify.
| Category | Weight | Entelo | Testlify | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 52 | -22 | -4.4 |
| Bias Audit Transparency | 18% | 20 | 30 | -10 | -1.8 |
| FRIA Support | 15% | 25 | 33 | -8 | -1.2 |
| Data Governance Disclosure | 15% | 45 | 55 | -10 | -1.5 |
| Human Oversight Design | 12% | 42 | 55 | -13 | -1.6 |
| Post-Market Monitoring | 12% | 35 | 42 | -7 | -0.8 |
| Customer Documentation | 8% | 40 | 60 | -20 | -1.6 |
| Total | 100% | 33 (F) | 45 (F) | -12 | -12.9 |
§ 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 | Entelo | Testlify | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | — | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 2 | — | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 0 | 1 | — | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 1 | 1 | Sources on the vendor's own domain | 6 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | — | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 9 | 8 | Sources on the vendor's own domain | 31 | 5 | Audit reportSources on the vendor's own domain |
Entelo has 16 evidence rows across 7 of 7 criteria — 9 with a source URL, 8 documented absences; Testlify has 36 evidence rows across 7 of 7 criteria — 31 with a source URL, 5 documented absences.
Provenance
The scores above are documented by 52 evidence rows on file for these two vendors: 16 for Entelo, across 3 distinct source domains, and 36 for Testlify, across 1 distinct source domain.
- Rubric
- v1.0
- Entelo last reviewed
- June 7, 2026 · HireAIScore editorial team
- Testlify 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