§ The result
Handshake leads hackajob by 5 points.
Under rubric v1.0, Handshake, filed under Screening, finishes on 50 and hackajob, filed under Sourcing, on 45, 5 points apart. The criteria split evenly, 3 each to hackajob and Handshake, with 1 level, and the weighted points on the side Handshake holds, headed by Bias Audit Transparency, settle the total. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — hackajob 20, Handshake 52 — and at an 18% weight it carries 79% of the weighted advantage Handshake holds across the 3 criteria on that side of the table.
Vendor profile
hackajob
Archer, hackajob's AI sourcing agent, is calibrated by a recruiter on a hiring brief, then finds, engages and qualifies passive candidates from a 1.5m-member pool and 800m+ indexed profiles and invites those who meet the bar to apply through the employer's existing ATS.
Vendor profile
Handshake
Handshake is an early-career recruiting network whose employer tools use AI to rank applicants against employer-set criteria, find and message matching students and graduates, and target job promotions.
§ The record
hackajob is filed under Candidate sourcing AI, Handshake under Screening AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773.
| Record | hackajob | Handshake |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | GB | US |
| Founded | 2014 | 2014 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 57% of the movement so far
Bias Audit Transparency
hackajob 20 · Handshake 52
5.8 weighted points to Handshake
20% weight · 80% of the movement so far
Article 11 Technical Documentation
hackajob 60 · Handshake 48
2.4 weighted points to hackajob
12% weight · 92% of the movement so far
Post-Market Monitoring
hackajob 38 · Handshake 48
1.2 weighted points to Handshake
12% weight · 96% of the movement so far
Human Oversight Design
hackajob 55 · Handshake 58
0.4 weighted points to Handshake
15% weight · 99% of the movement so far
FRIA Support
hackajob 32 · Handshake 30
0.3 weighted points to hackajob
15% weight · 100% of the movement so far
Data Governance Disclosure
hackajob 58 · Handshake 57
0.1 weighted points to hackajob
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -4.5 — the difference between the two totals before either is rounded. Shares are of 10.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -5 beside that -4.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is hackajob minus Handshake.
| Category | Weight | hackajob | Handshake | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 60 | 48 | +12 | +2.4 |
| Bias Audit Transparency | 18% | 20 | 52 | -32 | -5.8 |
| FRIA Support | 15% | 32 | 30 | +2 | +0.3 |
| Data Governance Disclosure | 15% | 58 | 57 | +1 | +0.1 |
| Human Oversight Design | 12% | 55 | 58 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 38 | 48 | -10 | -1.2 |
| Customer Documentation | 8% | 60 | 60 | - | - |
| Total | 100% | 45 (F) | 50 (F) | -5 | -4.5 |
§ 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 | hackajob | Handshake | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 5 | 1 | Sources on the vendor's own domain | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 4 | 1 | Sources on the vendor's own domain | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 5 | 0 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 8 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 6 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 38 | 4 | Sources on the vendor's own domain | 27 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain |
hackajob has 42 evidence rows across 7 of 7 criteria — 38 with a source URL, 4 documented absences; Handshake has 34 evidence rows across 7 of 7 criteria — 27 with a source URL, 7 documented absences; some documentation or audit rows for Handshake sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 76 evidence rows on file for these two vendors: 42 for hackajob, across 2 distinct source domains, and 34 for Handshake, across 2 distinct source domains.
- Rubric
- v1.0
- hackajob last reviewed
- September 25, 2026 · HireAIScore editorial team
- Handshake 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