Side-by-side · Rubric v1.0
Handshake vs iCIMS
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.
Substantial gaps
Screening
iCIMS
Enterprise talent-acquisition / applicant tracking platform (the iCIMS Talent Cloud) that adds optional AI features - Candidate Ranking, Talent Match, and a GPT-powered Copilot - to source, rank, and engage candidates.
Substantial gaps
ATS-integrated
The result
iCIMS leads Handshake by 5 points.
Under rubric v1.0, iCIMS, filed under ATS-integrated, finishes on 55 and Handshake, filed under Screening, on 50, 5 points apart. Handshake takes 2 of the 7 criteria, Post-Market Monitoring among them, against 4 for iCIMS, whose share includes Bias Audit Transparency, and 1 is level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Handshake 52, iCIMS 68 — and at an 18% weight it carries 46% of the weighted advantage iCIMS holds across the 4 criteria on that side of the table.
Criteria won
7 criteria
- Handshake2
- iCIMS4
- Level1
- Widest raw gap
- Bias Audit Transparency52 vs 68
- 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.
Handshake is filed under Screening AI, iCIMS under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of
| Record | Handshake | iCIMS |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2014 | 2000 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight41% of the movement so far
Handshake52iCIMS682.9 weighted points to iCIMS
- 2
Article 11 Technical Documentation
20% weight69% of the movement so far
Handshake48iCIMS582.0 weighted points to iCIMS
- 3
FRIA Support
15% weight86% of the movement so far
Handshake30iCIMS381.2 weighted points to iCIMS
- 4
Post-Market Monitoring
12% weight96% of the movement so far
Handshake48iCIMS420.7 weighted points to Handshake
- 5
Customer Documentation
8% weight98% of the movement so far
Handshake60iCIMS620.2 weighted points to iCIMS
- 6
Data Governance Disclosure
15% weight100% of the movement so far
Handshake57iCIMS560.1 weighted points to Handshake
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -5.4 — the difference between the two totals before either is rounded. Shares are of 7.1 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 -5.4.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Handshake minus iCIMS, coloured for whichever of the two it favours.
| Category | Weight | Handshake | iCIMS | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 58 | -10 | -2.0 |
| Bias Audit Transparency | 18% | 52 | 68 | -16 | -2.9 |
| FRIA Support | 15% | 30 | 38 | -8 | -1.2 |
| Data Governance Disclosure | 15% | 57 | 56 | +1 | +0.1 |
| Human Oversight Design | 12% | 58 | 58 | - | - |
| Post-Market Monitoring | 12% | 48 | 42 | +6 | +0.7 |
| Customer Documentation | 8% | 60 | 62 | -2 | -0.2 |
| Total | 100% | 50F | 55F | -5 | -5.4 |
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 | Handshake | iCIMS | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 0 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Audit reportSources on the vendor's own 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% | 4 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 27 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain | 21 | 3 | Audit reportSources on the vendor's own domain |
Handshake has 34 evidence rows across 7 of 7 criteria — 27 with a source URL, 7 documented absences; iCIMS has 24 evidence rows across 7 of 7 criteria — 21 with a source URL, 3 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 58 evidence rows on file for these two vendors: 34 for Handshake, across 2 distinct source domains, and 24 for iCIMS, across 2 distinct source domains.
- Rubric
- v1.0
- Handshake last reviewed
- September 25, 2026 · HireAIScore editorial team
- iCIMS 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.