Side-by-side · Rubric v1.0
SAP SuccessFactors Recruiting vs Spark Hire
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.
Substantial gaps
ATS-integrated
Spark Hire
Spark Hire is a hiring platform combining one-way (async) and live video interviewing with an applicant tracking system (via its Comeet acquisition), and adds AI features that score and rank candidates' resumes and one-way video responses to help recruiters prioritize submissions.
Substantial gaps
Video interview
The result
SAP SuccessFactors Recruiting and Spark Hire tie at 53.
SAP SuccessFactors Recruiting, filed under ATS-integrated, and Spark Hire, filed under Video interview, tie at 53 under rubric v1.0 by different routes through the criteria. SAP SuccessFactors Recruiting leads 3 of the 7 criteria and Spark Hire 2, with 2 level, yet the two totals land on the same number. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — SAP SuccessFactors Recruiting 40, Spark Hire 62 — and at an 18% weight it carries 96% of the weighted advantage Spark Hire holds across the 2 criteria on that side of the table.
Criteria won
7 criteria
- SAP SuccessFactors Recruiting3
- Spark Hire2
- Level2
- Widest raw gap
- Bias Audit Transparency40 vs 62
- Heaviest weighted swing
- Bias Audit Transparency18% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
SAP SuccessFactors Recruiting is filed under ATS-integrated AI, Spark Hire under Video interview AI. They also share 1 secondary category: Screening.
Both are in scope of
Only Spark Hire is in scope of
| Record | SAP SuccessFactors Recruiting | Spark Hire |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | DE | US |
| Founded | 1972 | 2012 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight53% of the movement so far
SAP SuccessFactors Recruiting40Spark Hire624.0 weighted points to Spark Hire
- 2
Article 11 Technical Documentation
20% weight85% of the movement so far
SAP SuccessFactors Recruiting70Spark Hire582.4 weighted points to SAP SuccessFactors Recruiting
- 3
FRIA Support
15% weight95% of the movement so far
SAP SuccessFactors Recruiting35Spark Hire300.8 weighted points to SAP SuccessFactors Recruiting
- 4
Post-Market Monitoring
12% weight98% of the movement so far
SAP SuccessFactors Recruiting40Spark Hire380.2 weighted points to SAP SuccessFactors Recruiting
- 5
Customer Documentation
8% weight100% of the movement so far
SAP SuccessFactors Recruiting62Spark Hire640.2 weighted points to Spark Hire
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -0.7 — the difference between the two totals before either is rounded. Shares are of 7.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads 0 beside that -0.7.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is SAP SuccessFactors Recruiting minus Spark Hire, coloured for whichever of the two it favours.
| Category | Weight | SAP SuccessFactors Recruiting | Spark Hire | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 70 | 58 | +12 | +2.4 |
| Bias Audit Transparency | 18% | 40 | 62 | -22 | -4.0 |
| FRIA Support | 15% | 35 | 30 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 60 | 60 | - | - |
| Human Oversight Design | 12% | 62 | 62 | - | - |
| Post-Market Monitoring | 12% | 40 | 38 | +2 | +0.2 |
| Customer Documentation | 8% | 62 | 64 | -2 | -0.2 |
| Total | 100% | 53F | 53F | - | -0.7 |
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 | SAP SuccessFactors Recruiting | Spark Hire | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Audit reportSources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on a separate domain | 3 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 0 | Audit reportSources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on a separate domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Audit reportSources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domainSources on a separate domain |
| All criteria | 100% | 17 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 16 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
SAP SuccessFactors Recruiting has 22 evidence rows across 7 of 7 criteria — 17 with a source URL, 5 documented absences; Spark Hire has 20 evidence rows across 7 of 7 criteria — 16 with a source URL, 4 documented absences; some documentation or audit rows for SAP SuccessFactors Recruiting and Spark Hire sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 42 evidence rows on file for these two vendors: 22 for SAP SuccessFactors Recruiting, across 3 distinct source domains, and 20 for Spark Hire, across 2 distinct source domains.
- Rubric
- v1.0
- SAP SuccessFactors Recruiting last reviewed
- June 7, 2026 · HireAIScore editorial team
- Spark Hire last reviewed
- June 7, 2026 · HireAIScore editorial team
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