§ The result
Indeed leads Coderbyte on 6 of the 7 criteria.
Under rubric v1.0, Indeed, filed under Sourcing, finishes on 50 and Coderbyte, filed under Assessment, on 42, 8 points apart. Coderbyte is ahead on none of the 7 criteria: Indeed takes 6, the remaining criterion is level, and the nearest of those 6 is Data Governance Disclosure, Coderbyte 56 to Indeed 58. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Coderbyte 20, Indeed 38 — and at an 18% weight it carries 41% of the weighted advantage Indeed 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
Indeed
Job marketplace whose employer-side AI (the Talent Scout agent, Sourcing Assistant, Smart Screening and candidate matching) sources, ranks and scores candidates from Indeed's profile pool and applicant flow and drafts outreach to them.
§ The record
Coderbyte is filed under Assessment AI, Indeed under Candidate sourcing 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 | Indeed |
|---|---|---|
| Price tier | Low | Mid |
| Headquarters | US | US |
| Founded | 2012 | 2004 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 41% of the movement so far
Bias Audit Transparency
Coderbyte 20 · Indeed 38
3.2 weighted points to Indeed
20% weight · 76% of the movement so far
Article 11 Technical Documentation
Coderbyte 44 · Indeed 58
2.8 weighted points to Indeed
15% weight · 86% of the movement so far
FRIA Support
Coderbyte 33 · Indeed 38
0.8 weighted points to Indeed
8% weight · 92% of the movement so far
Customer Documentation
Coderbyte 58 · Indeed 64
0.5 weighted points to Indeed
12% weight · 96% of the movement so far
Human Oversight Design
Coderbyte 60 · Indeed 63
0.4 weighted points to Indeed
15% weight · 100% of the movement so far
Data Governance Disclosure
Coderbyte 56 · Indeed 58
0.3 weighted points to Indeed
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -7.9 — the difference between the two totals before either is rounded. Shares are of 7.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -8 beside that -7.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Coderbyte minus Indeed.
| Category | Weight | Coderbyte | Indeed | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 44 | 58 | -14 | -2.8 |
| Bias Audit Transparency | 18% | 20 | 38 | -18 | -3.2 |
| FRIA Support | 15% | 33 | 38 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 56 | 58 | -2 | -0.3 |
| Human Oversight Design | 12% | 60 | 63 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 40 | 40 | - | - |
| Customer Documentation | 8% | 58 | 64 | -6 | -0.5 |
| Total | 100% | 42 (F) | 50 (F) | -8 | -7.9 |
§ 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 | Indeed | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on the vendor's own domain | 4 | 2 | Sources on a separate 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 | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 7 | 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 domainSources on a separate domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 7 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 26 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 36 | 5 | Sources on the vendor's own domainSources on a separate domain |
Coderbyte has 31 evidence rows across 7 of 7 criteria — 26 with a source URL, 5 documented absences; Indeed has 40 evidence rows across 7 of 7 criteria — 36 with a source URL, 5 documented absences; some documentation or audit rows for Coderbyte and Indeed sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 71 evidence rows on file for these two vendors: 31 for Coderbyte, across 2 distinct source domains, and 40 for Indeed, across 5 distinct source domains.
- Rubric
- v1.0
- Coderbyte last reviewed
- September 25, 2026 · HireAIScore editorial team
- Indeed 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