§ The result
Wellfound takes the total, CoderPad takes more of the criteria.
Wellfound, filed under Screening, comes out 10 points above CoderPad, filed under Assessment: 52 against 42 under rubric v1.0. CoderPad leads more of the criteria, 3 against 2 for Wellfound, yet Wellfound takes Bias Audit Transparency, which carries 18% of the rubric, and the weighted sum with it. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — CoderPad 20, Wellfound 82 — and at an 18% weight it carries 85% of the weighted advantage Wellfound holds across the 2 criteria on that side of the table.
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
Wellfound
Wellfound is a startup hiring marketplace and AI recruiting platform whose wellfound:ai suite auto-generates screening criteria from a job description, then scores and ranks inbound applicants (AI Resume Screening) and surfaces outbound candidates from a talent graph of 10M opt-in Wellfound profiles plus 500M+ enriched external profiles.
§ The record
CoderPad is filed under Assessment AI, Wellfound under Screening AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act and Colorado AI Act. Only CoderPad is in scope of Mobley v. Workday.
| Record | CoderPad | Wellfound |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2013 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 70% of the movement so far
Bias Audit Transparency
CoderPad 20 · Wellfound 82
11.2 weighted points to Wellfound
12% weight · 82% of the movement so far
Post-Market Monitoring
CoderPad 44 · Wellfound 60
1.9 weighted points to Wellfound
15% weight · 90% of the movement so far
Data Governance Disclosure
CoderPad 54 · Wellfound 45
1.3 weighted points to CoderPad
20% weight · 96% of the movement so far
Article 11 Technical Documentation
CoderPad 45 · Wellfound 40
1.0 weighted points to CoderPad
12% weight · 100% of the movement so far
Human Oversight Design
CoderPad 57 · Wellfound 52
0.6 weighted points to CoderPad
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -10.1 — the difference between the two totals before either is rounded. Shares are of 16.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -10 beside that -10.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is CoderPad minus Wellfound.
| Category | Weight | CoderPad | Wellfound | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 40 | +5 | +1.0 |
| Bias Audit Transparency | 18% | 20 | 82 | -62 | -11.2 |
| FRIA Support | 15% | 28 | 28 | - | - |
| Data Governance Disclosure | 15% | 54 | 45 | +9 | +1.3 |
| Human Oversight Design | 12% | 57 | 52 | +5 | +0.6 |
| Post-Market Monitoring | 12% | 44 | 60 | -16 | -1.9 |
| Customer Documentation | 8% | 58 | 58 | - | - |
| Total | 100% | 42 (F) | 52 (F) | -10 | -10.1 |
§ 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 | Wellfound | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 2 | 2 | Sources on a separate domain |
| Bias Audit Transparency | 18% | 6 | 1 | Sources on the vendor's own domain | 5 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 1 | 2 | — |
| Data Governance Disclosure | 15% | 5 | 1 | Sources on the vendor's own domain | 3 | 2 | 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 domainSources on a separate domain | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 32 | 6 | Sources on the vendor's own domainSources on a separate domain | 22 | 9 | 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; Wellfound has 27 evidence rows across 7 of 7 criteria — 22 with a source URL, 9 documented absences; some documentation or audit rows for CoderPad and Wellfound sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 65 evidence rows on file for these two vendors: 38 for CoderPad, across 2 distinct source domains, and 27 for Wellfound, across 3 distinct source domains.
- Rubric
- v1.0
- CoderPad last reviewed
- September 25, 2026 · HireAIScore editorial team
- Wellfound last reviewed
- August 2, 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