§ The result
SAP SuccessFactors Recruiting leads Coderbyte on 6 of the 7 criteria.
SAP SuccessFactors Recruiting sits 11 points above Coderbyte under rubric v1.0 — 53 against 42 — with SAP SuccessFactors Recruiting filed under ATS-integrated and Coderbyte under Assessment. SAP SuccessFactors Recruiting leads 6 of the 7 criteria and the remaining criterion is level, so Coderbyte is ahead on none of them; the closest of the 6 SAP SuccessFactors Recruiting leads is FRIA Support, Coderbyte 33 to SAP SuccessFactors Recruiting 35. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Coderbyte 44, SAP SuccessFactors Recruiting 70) and the heaviest weighted swing, and at 20% weight it makes up 51% of the weighted advantage SAP SuccessFactors Recruiting holds across the 6 criteria it leads.
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
SAP SuccessFactors Recruiting
SAP SuccessFactors Recruiting is the recruiting module of SAP's cloud HCM suite, using AI (career-site skills matching, job-description generation, resume skills extraction and stack-ranking of applicants) delivered under SAP Business AI and the Joule assistant.
§ The record
Coderbyte is filed under Assessment AI, SAP SuccessFactors Recruiting 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 | SAP SuccessFactors Recruiting |
|---|---|---|
| Price tier | Low | Enterprise |
| Headquarters | US | DE |
| Founded | 2012 | 1972 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 51% of the movement so far
Article 11 Technical Documentation
Coderbyte 44 · SAP SuccessFactors Recruiting 70
5.2 weighted points to SAP SuccessFactors Recruiting
18% weight · 86% of the movement so far
Bias Audit Transparency
Coderbyte 20 · SAP SuccessFactors Recruiting 40
3.6 weighted points to SAP SuccessFactors Recruiting
15% weight · 92% of the movement so far
Data Governance Disclosure
Coderbyte 56 · SAP SuccessFactors Recruiting 60
0.6 weighted points to SAP SuccessFactors Recruiting
8% weight · 95% of the movement so far
Customer Documentation
Coderbyte 58 · SAP SuccessFactors Recruiting 62
0.3 weighted points to SAP SuccessFactors Recruiting
15% weight · 98% of the movement so far
FRIA Support
Coderbyte 33 · SAP SuccessFactors Recruiting 35
0.3 weighted points to SAP SuccessFactors Recruiting
12% weight · 100% of the movement so far
Human Oversight Design
Coderbyte 60 · SAP SuccessFactors Recruiting 62
0.2 weighted points to SAP SuccessFactors Recruiting
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -10.3 — the difference between the two totals before either is rounded. Shares are of 10.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -11 beside that -10.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Coderbyte minus SAP SuccessFactors Recruiting.
| Category | Weight | Coderbyte | SAP SuccessFactors Recruiting | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 44 | 70 | -26 | -5.2 |
| Bias Audit Transparency | 18% | 20 | 40 | -20 | -3.6 |
| FRIA Support | 15% | 33 | 35 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 56 | 60 | -4 | -0.6 |
| Human Oversight Design | 12% | 60 | 62 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 40 | 40 | - | - |
| Customer Documentation | 8% | 58 | 62 | -4 | -0.3 |
| Total | 100% | 42 (F) | 53 (F) | -11 | -10.3 |
§ 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 | SAP SuccessFactors Recruiting | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on a separate domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 0 | Audit reportSources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on a separate domain |
| Post-Market Monitoring | 12% | 4 | 1 | Audit reportSources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 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 | 17 | 5 | Audit reportSources 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; SAP SuccessFactors Recruiting has 22 evidence rows across 7 of 7 criteria — 17 with a source URL, 5 documented absences; some documentation or audit rows for Coderbyte and SAP SuccessFactors Recruiting sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 53 evidence rows on file for these two vendors: 31 for Coderbyte, across 2 distinct source domains, and 22 for SAP SuccessFactors Recruiting, across 3 distinct source domains.
- Rubric
- v1.0
- Coderbyte last reviewed
- September 25, 2026 · HireAIScore editorial team
- SAP SuccessFactors Recruiting 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.