§ The result
iMocha leads CoderPad on all 7 criteria.
Rubric v1.0 scores the Assessment entries iMocha and CoderPad at 56 and 42, a gap of 14 points. iMocha takes all 7 criteria and CoderPad none of them; the nearest contest is Post-Market Monitoring, CoderPad 44 to iMocha 48. Bias Audit Transparency is the widest raw gap (CoderPad 20, iMocha 44) but not the heaviest weighted swing, which is Article 11 Technical Documentation at 20% (CoderPad 45, iMocha 68), 32% of the weighted advantage iMocha builds across the 7 criteria it leads.
Vendor profile
CoderPad
CoderPad is a technical hiring platform that auto-scores and ranks candidates on coding assessments (Screen), uses an AI reviewer to evaluate and rank applicants' asynchronous video pre-screen responses against employer criteria (Qualify), and hosts live collaborative coding interviews with AI assistance, note-taking and summaries (Interview).
Vendor profile
iMocha
iMocha is an AI-powered skills assessment and skills-intelligence platform that evaluates candidates and employees across technical, cognitive, coding, and soft skills for hiring and internal talent management, including AI-based coding simulators and an AI video interviewer (Tara).
§ The record
CoderPad and iMocha are both filed under Assessment AI. They also share 2 secondary categories: Video interview and Screening.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | CoderPad | iMocha |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | IN |
| Founded | 2013 | 2015 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 32% of the movement so far
Article 11 Technical Documentation
CoderPad 45 · iMocha 68
4.6 weighted points to iMocha
18% weight · 63% of the movement so far
Bias Audit Transparency
CoderPad 20 · iMocha 44
4.3 weighted points to iMocha
15% weight · 76% of the movement so far
Data Governance Disclosure
CoderPad 54 · iMocha 66
1.8 weighted points to iMocha
15% weight · 86% of the movement so far
FRIA Support
CoderPad 28 · iMocha 38
1.5 weighted points to iMocha
12% weight · 92% of the movement so far
Human Oversight Design
CoderPad 57 · iMocha 64
0.8 weighted points to iMocha
8% weight · 97% of the movement so far
Customer Documentation
CoderPad 58 · iMocha 66
0.6 weighted points to iMocha
12% weight · 100% of the movement so far
Post-Market Monitoring
CoderPad 44 · iMocha 48
0.5 weighted points to iMocha
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -14.2 — the difference between the two totals before either is rounded. Shares are of 14.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -14 beside that -14.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is CoderPad minus iMocha.
| Category | Weight | CoderPad | iMocha | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 68 | -23 | -4.6 |
| Bias Audit Transparency | 18% | 20 | 44 | -24 | -4.3 |
| FRIA Support | 15% | 28 | 38 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 54 | 66 | -12 | -1.8 |
| Human Oversight Design | 12% | 57 | 64 | -7 | -0.8 |
| Post-Market Monitoring | 12% | 44 | 48 | -4 | -0.5 |
| Customer Documentation | 8% | 58 | 66 | -8 | -0.6 |
| Total | 100% | 42 (F) | 56 (F) | -14 | -14.2 |
§ 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 | CoderPad | iMocha | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 6 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on a separate domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 5 | 1 | Sources on the vendor's own domain | 4 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 32 | 6 | Sources on the vendor's own domainSources on a separate domain | 21 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
CoderPad has 38 evidence rows across 7 of 7 criteria — 32 with a source URL, 6 documented absences; iMocha has 26 evidence rows across 7 of 7 criteria — 21 with a source URL, 5 documented absences; some documentation or audit rows for CoderPad and iMocha sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 64 evidence rows on file for these two vendors: 38 for CoderPad, across 2 distinct source domains, and 26 for iMocha, across 2 distinct source domains.
- Rubric
- v1.0
- CoderPad last reviewed
- September 25, 2026 · HireAIScore editorial team
- iMocha last reviewed
- July 17, 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