§ The result
4 points separate Talkpush and Coderbyte.
Talkpush (Screening) edges Coderbyte (Assessment) by 4 points under rubric v1.0, 46 to 42. Coderbyte takes 3 of the 7 criteria, Data Governance Disclosure among them, against 4 for Talkpush, whose share includes Bias Audit Transparency. One criterion, Bias Audit Transparency, is both the widest raw gap (Coderbyte 20, Talkpush 42) and the heaviest weighted swing, and at 18% weight it makes up 61% of the weighted advantage Talkpush holds across the 4 criteria it leads.
Vendor profile
Coderbyte
Coderbyte is a technical hiring platform offering coding assessments with automated and AI grading of challenges and take-home projects, live coding interviews, and AI screening that grades resumes against job-description criteria and runs agentic phone screens.
Vendor profile
Talkpush
Talkpush is a conversational recruitment CRM and applicant tracking system for high-volume hiring that screens candidates over WhatsApp, Messenger, SMS and voice using chatbots, automated workflows (Autoflow), an AI English-proficiency assessment (TalkScore) and an outbound AI voice agent.
§ The record
Coderbyte is filed under Assessment AI, Talkpush under Screening AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | Coderbyte | Talkpush |
|---|---|---|
| Price tier | Low | Enterprise |
| Headquarters | US | HK |
| Founded | 2012 | 2014 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 41% of the movement so far
Bias Audit Transparency
Coderbyte 20 · Talkpush 42
4.0 weighted points to Talkpush
15% weight · 60% of the movement so far
Data Governance Disclosure
Coderbyte 56 · Talkpush 44
1.8 weighted points to Coderbyte
20% weight · 77% of the movement so far
Article 11 Technical Documentation
Coderbyte 44 · Talkpush 52
1.6 weighted points to Talkpush
15% weight · 86% of the movement so far
FRIA Support
Coderbyte 33 · Talkpush 27
0.9 weighted points to Coderbyte
12% weight · 93% of the movement so far
Post-Market Monitoring
Coderbyte 40 · Talkpush 46
0.7 weighted points to Talkpush
12% weight · 98% of the movement so far
Human Oversight Design
Coderbyte 60 · Talkpush 56
0.5 weighted points to Coderbyte
8% weight · 100% of the movement so far
Customer Documentation
Coderbyte 58 · Talkpush 60
0.2 weighted points to Talkpush
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -3.3 — the difference between the two totals before either is rounded. Shares are of 9.6 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 -3.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Coderbyte minus Talkpush.
| Category | Weight | Coderbyte | Talkpush | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 44 | 52 | -8 | -1.6 |
| Bias Audit Transparency | 18% | 20 | 42 | -22 | -4.0 |
| FRIA Support | 15% | 33 | 27 | +6 | +0.9 |
| Data Governance Disclosure | 15% | 56 | 44 | +12 | +1.8 |
| Human Oversight Design | 12% | 60 | 56 | +4 | +0.5 |
| Post-Market Monitoring | 12% | 40 | 46 | -6 | -0.7 |
| Customer Documentation | 8% | 58 | 60 | -2 | -0.2 |
| Total | 100% | 42 (F) | 46 (F) | -4 | -3.3 |
§ 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 | Coderbyte | Talkpush | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 2 | 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 domain |
| Data Governance Disclosure | 15% | 5 | 0 | Audit reportSources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Audit reportSources 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 domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 26 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 21 | 7 | Sources on the vendor's own domainSources on a separate domain |
Coderbyte has 31 evidence rows across 7 of 7 criteria — 26 with a source URL, 5 documented absences; Talkpush has 28 evidence rows across 7 of 7 criteria — 21 with a source URL, 7 documented absences; some documentation or audit rows for Coderbyte and Talkpush sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 59 evidence rows on file for these two vendors: 31 for Coderbyte, across 2 distinct source domains, and 28 for Talkpush, across 2 distinct source domains.
- Rubric
- v1.0
- Coderbyte last reviewed
- September 25, 2026 · HireAIScore editorial team
- Talkpush 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