§ The result
Classet leads Coderbyte by 13 points.
Classet, filed under Screening, comes out 13 points above Coderbyte, filed under Assessment: 55 against 42 under rubric v1.0. The 7 criteria split 5 to 1 in favour of Classet, with 1 level: Classet is ahead on Bias Audit Transparency and Coderbyte on Human Oversight Design. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Classet 76, Coderbyte 20 — and at an 18% weight it carries 77% of the weighted advantage Classet holds across the 5 criteria on that side of the table.
Vendor profile
Classet
Classet's AI voice recruiter, Joy, phones hourly and frontline applicants within about a minute of applying, runs employer-scripted screening interviews with binary knockout questions, and sends recruiters recordings, transcripts, summaries and a qualified/unqualified outcome, either in Classet's lightweight ATS or in 100+ connected ATSs.
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.
§ The record
Classet is filed under Screening AI, Coderbyte under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Coderbyte is in scope of Mobley v. Workday.
| Record | Classet | Coderbyte |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | US |
| Founded | 2021 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 74% of the movement so far
Bias Audit Transparency
Classet 76 · Coderbyte 20
10.1 weighted points to Classet
12% weight · 89% of the movement so far
Post-Market Monitoring
Classet 58 · Coderbyte 40
2.2 weighted points to Classet
12% weight · 94% of the movement so far
Human Oversight Design
Classet 55 · Coderbyte 60
0.6 weighted points to Coderbyte
20% weight · 97% of the movement so far
Article 11 Technical Documentation
Classet 46 · Coderbyte 44
0.4 weighted points to Classet
8% weight · 99% of the movement so far
Customer Documentation
Classet 62 · Coderbyte 58
0.3 weighted points to Classet
15% weight · 100% of the movement so far
Data Governance Disclosure
Classet 57 · Coderbyte 56
0.1 weighted points to Classet
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +12.5 — the difference between the two totals before either is rounded. Shares are of 13.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +13 beside that +12.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Classet minus Coderbyte.
| Category | Weight | Classet | Coderbyte | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 46 | 44 | +2 | +0.4 |
| Bias Audit Transparency | 18% | 76 | 20 | +56 | +10.1 |
| FRIA Support | 15% | 33 | 33 | - | - |
| Data Governance Disclosure | 15% | 57 | 56 | +1 | +0.1 |
| Human Oversight Design | 12% | 55 | 60 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 58 | 40 | +18 | +2.2 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 55 (F) | 42 (F) | +13 | +12.5 |
§ 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 | Classet | Coderbyte | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 0 | Audit reportSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 5 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 8 | 0 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 4 | 1 | Audit reportSources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| All criteria | 100% | 33 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 26 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
Classet has 38 evidence rows across 7 of 7 criteria — 33 with a source URL, 5 documented absences; Coderbyte has 31 evidence rows across 7 of 7 criteria — 26 with a source URL, 5 documented absences; some documentation or audit rows for Classet and Coderbyte sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 69 evidence rows on file for these two vendors: 38 for Classet, across 3 distinct source domains, and 31 for Coderbyte, across 2 distinct source domains.
- Rubric
- v1.0
- Classet last reviewed
- September 25, 2026 · HireAIScore editorial team
- Coderbyte 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