§ The result
BambooHR and HighMatch tie at 43.
BambooHR (ATS-integrated) and HighMatch (Assessment) tie at 43 under rubric v1.0, arriving there from different criteria. BambooHR leads 4 of the 7 criteria and HighMatch 3, yet the two totals land on the same number. One criterion, Human Oversight Design, is both the widest raw gap (BambooHR 50, HighMatch 60) and the heaviest weighted swing, and at 12% weight it makes up 56% of the weighted advantage HighMatch holds across the 3 criteria it leads.
Vendor profile
BambooHR
A cloud HR platform for small and mid-sized businesses combining an HRIS and applicant tracking with generative AI features such as AI-drafted job descriptions and a natural-language HR data assistant.
Vendor profile
HighMatch
HighMatch sells pre-employment assessments built by I-O psychologists (personality, cognitive, skills, situational judgment, culture fit and minimum-qualification screens), including the Berke Assessment for small businesses, that score candidates against weighted, role-specific hiring profiles and return job-fit scores, trait reports and tailored interview guides.
§ The record
BambooHR is filed under ATS-integrated AI, HighMatch under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only HighMatch is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | BambooHR | HighMatch |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2008 | 2005 |
§ What decides it
The criteria that move the gap, heaviest swing first.
12% weight · 29% of the movement so far
Human Oversight Design
BambooHR 50 · HighMatch 60
1.2 weighted points to HighMatch
20% weight · 43% of the movement so far
Article 11 Technical Documentation
BambooHR 42 · HighMatch 45
0.6 weighted points to HighMatch
15% weight · 58% of the movement so far
FRIA Support
BambooHR 34 · HighMatch 30
0.6 weighted points to BambooHR
15% weight · 72% of the movement so far
Data Governance Disclosure
BambooHR 56 · HighMatch 52
0.6 weighted points to BambooHR
12% weight · 84% of the movement so far
Post-Market Monitoring
BambooHR 44 · HighMatch 40
0.5 weighted points to BambooHR
18% weight · 92% of the movement so far
Bias Audit Transparency
BambooHR 28 · HighMatch 30
0.4 weighted points to HighMatch
8% weight · 100% of the movement so far
Customer Documentation
BambooHR 62 · HighMatch 58
0.3 weighted points to BambooHR
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -0.2 — the difference between the two totals before either is rounded. Shares are of 4.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads 0 beside that -0.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is BambooHR minus HighMatch.
| Category | Weight | BambooHR | HighMatch | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 42 | 45 | -3 | -0.6 |
| Bias Audit Transparency | 18% | 28 | 30 | -2 | -0.4 |
| FRIA Support | 15% | 34 | 30 | +4 | +0.6 |
| Data Governance Disclosure | 15% | 56 | 52 | +4 | +0.6 |
| Human Oversight Design | 12% | 50 | 60 | -10 | -1.2 |
| Post-Market Monitoring | 12% | 44 | 40 | +4 | +0.5 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 43 (F) | 43 (F) | - | -0.2 |
§ 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 | BambooHR | HighMatch | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on the vendor's own domain | 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 | 5 | 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 | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 15 | 6 | Sources on the vendor's own domain | 31 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
BambooHR has 21 evidence rows across 7 of 7 criteria — 15 with a source URL, 6 documented absences; HighMatch has 35 evidence rows across 7 of 7 criteria — 31 with a source URL, 4 documented absences; some documentation or audit rows for HighMatch sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 56 evidence rows on file for these two vendors: 21 for BambooHR, across 1 distinct source domain, and 35 for HighMatch, across 2 distinct source domains.
- Rubric
- v1.0
- BambooHR last reviewed
- July 17, 2026 · HireAIScore editorial team
- HighMatch 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