§ The result
1 point separates Coderbyte and Harri.
Coderbyte (Assessment) edges Harri (ATS-integrated) by 1 point under rubric v1.0, 42 to 41. Coderbyte and Harri each lead 3 of the 7 criteria, with 1 level, though the side of the split Coderbyte holds (headed by Article 11 Technical Documentation) adds up to more weighted points. Article 11 Technical Documentation, at 20%, is the heaviest weighted swing and goes to Coderbyte (Coderbyte 44, Harri 35), 54% of the weighted advantage it holds, while the widest raw gap is FRIA Support, Coderbyte 33 to Harri 44.
Vendor profile
Coderbyte
Coderbyte is a technical hiring platform offering coding assessments with automated and AI grading of challenges and take-home projects, live coding interviews, and AI screening that grades resumes against job-description criteria and runs agentic phone screens.
Vendor profile
Harri
Harri is a frontline workforce platform for hospitality, grocery and care employers whose pre-hire suite pairs a career portal and applicant tracking system with Carri, a conversational AI assistant that screens applicants and coordinates interviews, plus an agentic AI layer (Salli) for scheduling and labor-law compliance.
§ The record
Coderbyte is filed under Assessment AI, Harri under ATS-integrated AI. They also share 1 secondary category: Screening.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act and Colorado AI Act. Only Coderbyte is in scope of Mobley v. Workday.
| Record | Coderbyte | Harri |
|---|---|---|
| Price tier | Low | Enterprise |
| Headquarters | US | US |
| Founded | 2012 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 33% of the movement so far
Article 11 Technical Documentation
Coderbyte 44 · Harri 35
1.8 weighted points to Coderbyte
15% weight · 62% of the movement so far
FRIA Support
Coderbyte 33 · Harri 44
1.6 weighted points to Harri
12% weight · 80% of the movement so far
Human Oversight Design
Coderbyte 60 · Harri 52
1.0 weighted points to Coderbyte
15% weight · 91% of the movement so far
Data Governance Disclosure
Coderbyte 56 · Harri 52
0.6 weighted points to Coderbyte
18% weight · 97% of the movement so far
Bias Audit Transparency
Coderbyte 20 · Harri 22
0.4 weighted points to Harri
8% weight · 100% of the movement so far
Customer Documentation
Coderbyte 58 · Harri 60
0.2 weighted points to Harri
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +1.2 — the difference between the two totals before either is rounded. Shares are of 5.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +1 beside that +1.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Coderbyte minus Harri.
| Category | Weight | Coderbyte | Harri | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 44 | 35 | +9 | +1.8 |
| Bias Audit Transparency | 18% | 20 | 22 | -2 | -0.4 |
| FRIA Support | 15% | 33 | 44 | -11 | -1.6 |
| Data Governance Disclosure | 15% | 56 | 52 | +4 | +0.6 |
| Human Oversight Design | 12% | 60 | 52 | +8 | +1.0 |
| Post-Market Monitoring | 12% | 40 | 40 | - | - |
| Customer Documentation | 8% | 58 | 60 | -2 | -0.2 |
| Total | 100% | 42 (F) | 41 (F) | +1 | +1.2 |
§ 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 | Coderbyte | Harri | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on the vendor's own domain | 2 | 2 | Sources on the vendor's own domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 0 | Audit reportSources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Audit reportSources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 26 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 19 | 8 | Sources on the vendor's own domain |
Coderbyte has 31 evidence rows across 7 of 7 criteria — 26 with a source URL, 5 documented absences; Harri has 27 evidence rows across 7 of 7 criteria — 19 with a source URL, 8 documented absences; some documentation or audit rows for Coderbyte sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 58 evidence rows on file for these two vendors: 31 for Coderbyte, across 2 distinct source domains, and 27 for Harri, across 1 distinct source domain.
- Rubric
- v1.0
- Coderbyte last reviewed
- September 25, 2026 · HireAIScore editorial team
- Harri last reviewed
- August 2, 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