§ The result
Harver and Sapia.ai tie at 56.
Harver and Sapia.ai tie at 56 under rubric v1.0 inside the Assessment cohort, arriving there from different criteria. Harver leads 1 of the 7 criteria and Sapia.ai 5, with 1 level, yet the two totals land on the same number. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Harver 80, Sapia.ai 52 — and at an 18% weight it carries 100% of the weighted advantage Harver holds across the 1 criterion on that side of the table.
Vendor profile
Harver
Pre-employment assessment suite covering cognitive ability, behavioral, and situational judgement, including the legacy Pymetrics games product.
Vendor profile
Sapia.ai
Structured, text-based chat interview that scores candidates on personality (HEXACO) and competency traits - with no video, audio, or demographic data used.
§ The record
Harver and Sapia.ai are both filed under Assessment AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | Harver | Sapia.ai |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | NL | AU |
| Founded | 2015 | 2013 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 51% of the movement so far
Bias Audit Transparency
Harver 80 · Sapia.ai 52
5.0 weighted points to Harver
12% weight · 66% of the movement so far
Human Oversight Design
Harver 50 · Sapia.ai 62
1.4 weighted points to Sapia.ai
12% weight · 78% of the movement so far
Post-Market Monitoring
Harver 40 · Sapia.ai 50
1.2 weighted points to Sapia.ai
15% weight · 88% of the movement so far
Data Governance Disclosure
Harver 55 · Sapia.ai 62
1.1 weighted points to Sapia.ai
20% weight · 98% of the movement so far
Article 11 Technical Documentation
Harver 65 · Sapia.ai 70
1.0 weighted points to Sapia.ai
8% weight · 100% of the movement so far
Customer Documentation
Harver 60 · Sapia.ai 62
0.2 weighted points to Sapia.ai
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +0.2 — the difference between the two totals before either is rounded. Shares are of 9.9 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 Harver minus Sapia.ai.
| Category | Weight | Harver | Sapia.ai | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 65 | 70 | -5 | -1.0 |
| Bias Audit Transparency | 18% | 80 | 52 | +28 | +5.0 |
| FRIA Support | 15% | 35 | 35 | - | - |
| Data Governance Disclosure | 15% | 55 | 62 | -7 | -1.1 |
| Human Oversight Design | 12% | 50 | 62 | -12 | -1.4 |
| Post-Market Monitoring | 12% | 40 | 50 | -10 | -1.2 |
| Customer Documentation | 8% | 60 | 62 | -2 | -0.2 |
| Total | 100% | 56 (F) | 56 (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 | Harver | Sapia.ai | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | 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 the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 1 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 0 | — | 3 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 1 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 10 | 0 | Audit reportSources on the vendor's own domain | 16 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
Harver has 10 evidence rows across 7 of 7 criteria — 10 with a source URL, 0 documented absences; Sapia.ai has 20 evidence rows across 7 of 7 criteria — 16 with a source URL, 4 documented absences; some documentation or audit rows for Sapia.ai sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 30 evidence rows on file for these two vendors: 10 for Harver, across 1 distinct source domain, and 20 for Sapia.ai, across 2 distinct source domains.
- Rubric
- v1.0
- Harver last reviewed
- May 21, 2026 · HireAIScore editorial team
- Sapia.ai 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