§ The result
CoderPad leads Recruiterflow by 6 points.
CoderPad scores 42 and Recruiterflow 36 under rubric v1.0, a 6-point gap across the Assessment and ATS-integrated cohorts. CoderPad leads 5 of the 7 criteria, including Article 11 Technical Documentation, while Recruiterflow leads 2, including FRIA Support. One criterion, Article 11 Technical Documentation, is both the widest raw gap (CoderPad 45, Recruiterflow 33) and the heaviest weighted swing, and at 20% weight it makes up 42% of the weighted advantage CoderPad holds across the 5 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
Recruiterflow
Recruiterflow is an ATS and CRM for recruiting agencies and executive search firms. Its AIRA AI layer ranks candidates already in a firm's database against each job with an explainable 0–100 Criteria Score (AIRA Matchmaker, shown as the 'AI Matches' card), and adds natural-language candidate search, external profile sourcing and an AI call notetaker that fills in interview scorecards.
§ The record
CoderPad is filed under Assessment AI, Recruiterflow under ATS-integrated AI. They record no secondary category in common.
Both are in scope of NYC LL 144, EU AI Act and Colorado AI Act. Only CoderPad is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | CoderPad | Recruiterflow |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2013 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 39% of the movement so far
Article 11 Technical Documentation
CoderPad 45 · Recruiterflow 33
2.4 weighted points to CoderPad
15% weight · 63% of the movement so far
Data Governance Disclosure
CoderPad 54 · Recruiterflow 44
1.5 weighted points to CoderPad
12% weight · 85% of the movement so far
Post-Market Monitoring
CoderPad 44 · Recruiterflow 33
1.3 weighted points to CoderPad
18% weight · 91% of the movement so far
Bias Audit Transparency
CoderPad 20 · Recruiterflow 18
0.4 weighted points to CoderPad
15% weight · 95% of the movement so far
FRIA Support
CoderPad 28 · Recruiterflow 30
0.3 weighted points to Recruiterflow
8% weight · 98% of the movement so far
Customer Documentation
CoderPad 58 · Recruiterflow 56
0.2 weighted points to CoderPad
12% weight · 100% of the movement so far
Human Oversight Design
CoderPad 57 · Recruiterflow 58
0.1 weighted points to Recruiterflow
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +5.3 — the difference between the two totals before either is rounded. Shares are of 6.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +6 beside that +5.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is CoderPad minus Recruiterflow.
| Category | Weight | CoderPad | Recruiterflow | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 33 | +12 | +2.4 |
| Bias Audit Transparency | 18% | 20 | 18 | +2 | +0.4 |
| FRIA Support | 15% | 28 | 30 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 54 | 44 | +10 | +1.5 |
| Human Oversight Design | 12% | 57 | 58 | -1 | -0.1 |
| Post-Market Monitoring | 12% | 44 | 33 | +11 | +1.3 |
| Customer Documentation | 8% | 58 | 56 | +2 | +0.2 |
| Total | 100% | 42 (F) | 36 (F) | +6 | +5.3 |
§ 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 | Recruiterflow | ||||
|---|---|---|---|---|---|---|---|
| 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 domain |
| Bias Audit Transparency | 18% | 6 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 1 | 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 | 7 | 0 | 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 | Sources on the vendor's own 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 | 25 | 6 | Sources on the vendor's own domain |
CoderPad has 38 evidence rows across 7 of 7 criteria — 32 with a source URL, 6 documented absences; Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 documented absences; some documentation or audit rows for CoderPad sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 69 evidence rows on file for these two vendors: 38 for CoderPad, across 2 distinct source domains, and 31 for Recruiterflow, across 1 distinct source domain.
- Rubric
- v1.0
- CoderPad last reviewed
- September 25, 2026 · HireAIScore editorial team
- Recruiterflow 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