Side-by-side · Rubric v1.0
AmazingHiring vs Spark Hire
AmazingHiring
A technical-talent sourcing platform that aggregates public developer profiles from 50+ networks (GitHub, Stack Overflow, Kaggle, LinkedIn) and uses AI to rank and surface candidates for recruiters, with verified-contact retrieval and outreach automation.
Substantial gaps
Sourcing
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
Spark Hire leads AmazingHiring on 6 of the 7 criteria.
Under rubric v1.0, Spark Hire (Video interview) opens a 16-point lead on AmazingHiring (Sourcing), 53 to 37. AmazingHiring is ahead on none of the 7 criteria: Spark Hire takes 6, the remaining criterion is level, and the nearest of those 6 is Post-Market Monitoring, AmazingHiring 33 to Spark Hire 38. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — AmazingHiring 22, Spark Hire 62 — and at an 18% weight it carries 44% of the weighted advantage Spark Hire holds across the 6 criteria on that side of the table.
Criteria won
7 criteria
- AmazingHiring0
- Spark Hire6
- Level1
- Widest raw gap
- Bias Audit Transparency22 vs 62
- Heaviest weighted swing
- Bias Audit Transparency18% weight
The record
Categories, scope and company facts.
AmazingHiring is filed under Candidate sourcing AI, Spark Hire under Video interview AI. They record no secondary category in common.
Both are in scope of
Only Spark Hire is in scope of
| Record | AmazingHiring | Spark Hire |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2011 | 2012 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight44% of the movement so far
AmazingHiring22Spark Hire627.2 weighted points to Spark Hire
- 2
Article 11 Technical Documentation
20% weight71% of the movement so far
AmazingHiring35Spark Hire584.6 weighted points to Spark Hire
- 3
Human Oversight Design
12% weight81% of the movement so far
AmazingHiring48Spark Hire621.7 weighted points to Spark Hire
- 4
Data Governance Disclosure
15% weight91% of the movement so far
AmazingHiring50Spark Hire601.5 weighted points to Spark Hire
- 5
Customer Documentation
8% weight96% of the movement so far
AmazingHiring52Spark Hire641.0 weighted points to Spark Hire
- 6
Post-Market Monitoring
12% weight100% of the movement so far
AmazingHiring33Spark Hire380.6 weighted points to Spark Hire
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -16.5 — the difference between the two totals before either is rounded. Shares are of 16.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -16 beside that -16.5.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is AmazingHiring minus Spark Hire, coloured for whichever of the two it favours.
| Category | Weight | AmazingHiring | Spark Hire | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 58 | -23 | -4.6 |
| Bias Audit Transparency | 18% | 22 | 62 | -40 | -7.2 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 50 | 60 | -10 | -1.5 |
| Human Oversight Design | 12% | 48 | 62 | -14 | -1.7 |
| Post-Market Monitoring | 12% | 33 | 38 | -5 | -0.6 |
| Customer Documentation | 8% | 52 | 64 | -12 | -1.0 |
| Total | 100% | 37F | 53F | -16 | -16.5 |
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 | AmazingHiring | Spark Hire | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 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% | 3 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | — | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domainSources on a separate domain |
| All criteria | 100% | 12 | 6 | Sources on the vendor's own domain | 16 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
AmazingHiring has 18 evidence rows across 7 of 7 criteria — 12 with a source URL, 6 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 Spark Hire sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 38 evidence rows on file for these two vendors: 18 for AmazingHiring, across 1 distinct source domain, and 20 for Spark Hire, across 2 distinct source domains.
- Rubric
- v1.0
- AmazingHiring last reviewed
- July 17, 2026 · HireAIScore editorial team
- Spark Hire 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.