§ The result
4 points separate TalentLens and CoderPad.
Under rubric v1.0, TalentLens and CoderPad finish 4 points apart, 46 to 42, as two Assessment entries. The 7 criteria split 3 to 2 in favour of TalentLens, with 2 level: TalentLens is ahead on Bias Audit Transparency and CoderPad on Post-Market Monitoring. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — CoderPad 20, TalentLens 45 — and at an 18% weight it carries 73% of the weighted advantage TalentLens holds across the 3 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
TalentLens
TalentLens, Pearson's workplace psychometrics brand, publishes the Watson-Glaser critical-thinking test, Raven's Adaptive, BMCT-II and DAT Next Generation, which candidates take online and which are scored automatically against norm groups to produce percentile-based reports for hiring and development.
§ The record
CoderPad and TalentLens are both filed under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | CoderPad | TalentLens |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | GB |
| Founded | 2013 | Not recorded |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 55% of the movement so far
Bias Audit Transparency
CoderPad 20 · TalentLens 45
4.5 weighted points to TalentLens
12% weight · 72% of the movement so far
Post-Market Monitoring
CoderPad 44 · TalentLens 32
1.4 weighted points to CoderPad
20% weight · 89% of the movement so far
Article 11 Technical Documentation
CoderPad 45 · TalentLens 52
1.4 weighted points to TalentLens
15% weight · 96% of the movement so far
Data Governance Disclosure
CoderPad 54 · TalentLens 50
0.6 weighted points to CoderPad
15% weight · 100% of the movement so far
FRIA Support
CoderPad 28 · TalentLens 30
0.3 weighted points to TalentLens
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -4.2 — the difference between the two totals before either is rounded. Shares are of 8.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -4 beside that -4.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is CoderPad minus TalentLens.
| Category | Weight | CoderPad | TalentLens | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 52 | -7 | -1.4 |
| Bias Audit Transparency | 18% | 20 | 45 | -25 | -4.5 |
| FRIA Support | 15% | 28 | 30 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 54 | 50 | +4 | +0.6 |
| Human Oversight Design | 12% | 57 | 57 | - | - |
| Post-Market Monitoring | 12% | 44 | 32 | +12 | +1.4 |
| Customer Documentation | 8% | 58 | 58 | - | - |
| Total | 100% | 42 (F) | 46 (F) | -4 | -4.2 |
§ 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 | TalentLens | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 4 | 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 | Audit reportSources on the vendor's own domainSources on a separate 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 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 4 | 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 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 | 24 | 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; TalentLens has 29 evidence rows across 7 of 7 criteria — 24 with a source URL, 5 documented absences; some documentation or audit rows for CoderPad and TalentLens sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 67 evidence rows on file for these two vendors: 38 for CoderPad, across 2 distinct source domains, and 29 for TalentLens, across 3 distinct source domains.
- Rubric
- v1.0
- CoderPad last reviewed
- September 25, 2026 · HireAIScore editorial team
- TalentLens 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