§ The result
Paycom leads Testlify by 5 points.
Paycom scores 50 and Testlify 45 under rubric v1.0, a 5-point gap across the ATS-integrated and Assessment cohorts. Testlify takes 2 of the 7 criteria, Post-Market Monitoring among them, against 3 for Paycom, whose share includes Article 11 Technical Documentation, and 2 are level. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Paycom 68, Testlify 52) and the heaviest weighted swing, and at 20% weight it makes up 56% of the weighted advantage Paycom holds across the 3 criteria it leads.
Vendor profile
Paycom
Paycom is a single-database human capital management and payroll platform whose applicant tracking system automates recruiting with resume parsing, keyword/knockout candidate filtering, automated correspondence, generative job-description writing, and a command-driven AI data-query engine (IWant).
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
Paycom is filed under ATS-integrated AI, Testlify 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 Testlify is in scope of Mobley v. Workday.
| Record | Paycom | Testlify |
|---|---|---|
| Price tier | Enterprise | Low |
| Headquarters | US | US |
| Founded | 1998 | 2022 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 48% of the movement so far
Article 11 Technical Documentation
Paycom 68 · Testlify 52
3.2 weighted points to Paycom
18% weight · 70% of the movement so far
Bias Audit Transparency
Paycom 38 · Testlify 30
1.4 weighted points to Paycom
15% weight · 86% of the movement so far
Data Governance Disclosure
Paycom 62 · Testlify 55
1.1 weighted points to Paycom
12% weight · 93% of the movement so far
Post-Market Monitoring
Paycom 38 · Testlify 42
0.5 weighted points to Testlify
15% weight · 100% of the movement so far
FRIA Support
Paycom 30 · Testlify 33
0.4 weighted points to Testlify
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +4.8 — the difference between the two totals before either is rounded. Shares are of 6.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +5 beside that +4.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Paycom minus Testlify.
| Category | Weight | Paycom | Testlify | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 68 | 52 | +16 | +3.2 |
| Bias Audit Transparency | 18% | 38 | 30 | +8 | +1.4 |
| FRIA Support | 15% | 30 | 33 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 62 | 55 | +7 | +1.1 |
| Human Oversight Design | 12% | 55 | 55 | - | - |
| Post-Market Monitoring | 12% | 38 | 42 | -4 | -0.5 |
| Customer Documentation | 8% | 60 | 60 | - | - |
| Total | 100% | 50 (F) | 45 (F) | +5 | +4.8 |
§ 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 | Paycom | Testlify | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domain | 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% | 2 | 1 | Sources on the vendor's own domain | 6 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | 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 | 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% | 13 | 7 | Audit reportSources on the vendor's own domain | 31 | 5 | Audit reportSources on the vendor's own domain |
Paycom has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 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 56 evidence rows on file for these two vendors: 20 for Paycom, across 1 distinct source domain, and 36 for Testlify, across 1 distinct source domain.
- Rubric
- v1.0
- Paycom last reviewed
- July 17, 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