§ The result
HeyMilo leads eSkill on all 7 criteria.
HeyMilo finishes 20 points clear of eSkill under rubric v1.0 — 61 (D) against 41 (F) — across the Screening and Assessment cohorts. HeyMilo takes all 7 criteria and eSkill none of them; the nearest contest is Human Oversight Design, eSkill 57 to HeyMilo 64. One criterion, Bias Audit Transparency, is both the widest raw gap (eSkill 25, HeyMilo 83) and the heaviest weighted swing, and at 18% weight it makes up 54% of the weighted advantage HeyMilo holds across the 7 criteria it leads.
Vendor profile
eSkill
eSkill is a pre-employment testing platform with auto-scored skills, cognitive and behavioral tests and human-rated one-way video interviews, plus an optional Proctorio-powered AI proctoring add-on that gives each candidate a suspicion score and a Claude-based "Linea" layer that drafts assessments from job descriptions.
Vendor profile
HeyMilo
HeyMilo is an AI recruiter for high-volume hiring whose voice and video AI agent conducts and scores async and live conversational screening interviews against recruiter-defined rubrics and syncs results to the customer's ATS.
§ The record
eSkill is filed under Assessment AI, HeyMilo 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, Mobley v. Workday and Colorado AI Act.
| Record | eSkill | HeyMilo |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2003 | 2023 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 54% of the movement so far
Bias Audit Transparency
eSkill 25 · HeyMilo 83
10.4 weighted points to HeyMilo
15% weight · 66% of the movement so far
Data Governance Disclosure
eSkill 47 · HeyMilo 62
2.3 weighted points to HeyMilo
20% weight · 76% of the movement so far
Article 11 Technical Documentation
eSkill 48 · HeyMilo 58
2.0 weighted points to HeyMilo
15% weight · 85% of the movement so far
FRIA Support
eSkill 30 · HeyMilo 42
1.8 weighted points to HeyMilo
12% weight · 92% of the movement so far
Post-Market Monitoring
eSkill 36 · HeyMilo 46
1.2 weighted points to HeyMilo
12% weight · 96% of the movement so far
Human Oversight Design
eSkill 57 · HeyMilo 64
0.8 weighted points to HeyMilo
8% weight · 100% of the movement so far
Customer Documentation
eSkill 56 · HeyMilo 66
0.8 weighted points to HeyMilo
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -19.3 — the difference between the two totals before either is rounded. Shares are of 19.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -20 beside that -19.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is eSkill minus HeyMilo.
| Category | Weight | eSkill | HeyMilo | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 58 | -10 | -2.0 |
| Bias Audit Transparency | 18% | 25 | 83 | -58 | -10.4 |
| FRIA Support | 15% | 30 | 42 | -12 | -1.8 |
| Data Governance Disclosure | 15% | 47 | 62 | -15 | -2.3 |
| Human Oversight Design | 12% | 57 | 64 | -7 | -0.8 |
| Post-Market Monitoring | 12% | 36 | 46 | -10 | -1.2 |
| Customer Documentation | 8% | 56 | 66 | -10 | -0.8 |
| Total | 100% | 41 (F) | 61 (D) | -20 | -19.3 |
§ 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 | eSkill | HeyMilo | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on a separate domain | 3 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources on a separate domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 6 | Sources on the vendor's own domainSources on a separate domain | 18 | 3 | Audit reportSources on the vendor's own domainSources on a separate domain |
eSkill has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; HeyMilo has 21 evidence rows across 7 of 7 criteria — 18 with a source URL, 3 documented absences; some documentation or audit rows for eSkill and HeyMilo sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 51 evidence rows on file for these two vendors: 30 for eSkill, across 2 distinct source domains, and 21 for HeyMilo, across 2 distinct source domains.
- Rubric
- v1.0
- eSkill last reviewed
- September 25, 2026 · HireAIScore editorial team
- HeyMilo last reviewed
- June 7, 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