§ The result
Jobylon leads Coderbyte on 6 of the 7 criteria.
Under rubric v1.0, Jobylon, filed under ATS-integrated, finishes on 48 and Coderbyte, filed under Assessment, on 42, 6 points apart. Coderbyte is ahead on none of the 7 criteria: Jobylon takes 6, the remaining criterion is level, and the nearest of those 6 is Data Governance Disclosure, Coderbyte 56 to Jobylon 58. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Coderbyte 44, Jobylon 55 — and at a 20% weight it carries 43% of the weighted advantage Jobylon holds across the 6 criteria on that side of the table.
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
Jobylon
Jobylon is a Stockholm-based applicant tracking system and talent CRM for enterprise employers whose optional AI features score each applicant's CV against the job description, suggest existing candidates for other open roles, draft job ads and screening questions, and run candidate screening and interview scheduling over WhatsApp, SMS and email.
§ The record
Coderbyte is filed under Assessment AI, Jobylon 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 | Jobylon |
|---|---|---|
| Price tier | Low | Mid |
| Headquarters | US | SE |
| Founded | 2012 | 2011 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 43% of the movement so far
Article 11 Technical Documentation
Coderbyte 44 · Jobylon 55
2.2 weighted points to Jobylon
18% weight · 71% of the movement so far
Bias Audit Transparency
Coderbyte 20 · Jobylon 28
1.4 weighted points to Jobylon
12% weight · 82% of the movement so far
Post-Market Monitoring
Coderbyte 40 · Jobylon 45
0.6 weighted points to Jobylon
15% weight · 91% of the movement so far
FRIA Support
Coderbyte 33 · Jobylon 36
0.4 weighted points to Jobylon
15% weight · 97% of the movement so far
Data Governance Disclosure
Coderbyte 56 · Jobylon 58
0.3 weighted points to Jobylon
8% weight · 100% of the movement so far
Customer Documentation
Coderbyte 58 · Jobylon 60
0.2 weighted points to Jobylon
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -5.1 — the difference between the two totals before either is rounded. Shares are of 5.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -6 beside that -5.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Coderbyte minus Jobylon.
| Category | Weight | Coderbyte | Jobylon | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 44 | 55 | -11 | -2.2 |
| Bias Audit Transparency | 18% | 20 | 28 | -8 | -1.4 |
| FRIA Support | 15% | 33 | 36 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 56 | 58 | -2 | -0.3 |
| Human Oversight Design | 12% | 60 | 60 | - | - |
| Post-Market Monitoring | 12% | 40 | 45 | -5 | -0.6 |
| Customer Documentation | 8% | 58 | 60 | -2 | -0.2 |
| Total | 100% | 42 (F) | 48 (F) | -6 | -5.1 |
§ 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 | Jobylon | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on the vendor's own domain | 3 | 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% | 5 | 0 | Audit reportSources on the vendor's own domain | 5 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Audit reportSources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 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 | 28 | 5 | Audit reportSources on the vendor's own domain |
Coderbyte has 31 evidence rows across 7 of 7 criteria — 26 with a source URL, 5 documented absences; Jobylon has 33 evidence rows across 7 of 7 criteria — 28 with a source URL, 5 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 64 evidence rows on file for these two vendors: 31 for Coderbyte, across 2 distinct source domains, and 33 for Jobylon, across 1 distinct source domain.
- Rubric
- v1.0
- Coderbyte last reviewed
- September 25, 2026 · HireAIScore editorial team
- Jobylon 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