Side-by-side · Rubric v1.0
Coderbyte vs Talogy
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.
Substantial gaps
Assessment
Talogy
Talogy sells psychometric talent-assessment products - cognitive ability tests (Logiks, Mindgage), personality inventories (Caliper, P.A.P.I.), values-based screening, situational judgement and job simulations, and 360 feedback - delivered through its TalogyTech platform for candidate selection and employee development.
Substantial gaps
Assessment
The result
Coderbyte and Talogy tie at 42.
Coderbyte and Talogy tie at 42 under rubric v1.0 inside the Assessment cohort, arriving there from different criteria. Coderbyte leads 4 of the 7 criteria and Talogy 2, with 1 level, yet the two totals land on the same number. Article 11 Technical Documentation, at 20%, is the heaviest weighted swing and goes to Talogy (Coderbyte 44, Talogy 53), 50% of the weighted advantage it holds, while the widest raw gap is Bias Audit Transparency, Coderbyte 20 to Talogy 30.
Criteria won
7 criteria
- Coderbyte4
- Talogy2
- Level1
- Widest raw gap
- Bias Audit Transparency20 vs 30
- Heaviest weighted swing
- Article 11 Technical Documentation20% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
Coderbyte and Talogy are both filed under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of
| Record | Coderbyte | Talogy |
|---|---|---|
| Price tier | Low | Enterprise |
| Headquarters | US | US |
| Founded | 2012 | 1946 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Article 11 Technical Documentation
20% weight25% of the movement so far
Coderbyte44Talogy531.8 weighted points to Talogy
- 2
Bias Audit Transparency
18% weight49% of the movement so far
Coderbyte20Talogy301.8 weighted points to Talogy
- 3
FRIA Support
15% weight66% of the movement so far
Coderbyte33Talogy251.2 weighted points to Coderbyte
- 4
Human Oversight Design
12% weight79% of the movement so far
Coderbyte60Talogy521.0 weighted points to Coderbyte
- 5
Post-Market Monitoring
12% weight92% of the movement so far
Coderbyte40Talogy321.0 weighted points to Coderbyte
- 6
Data Governance Disclosure
15% weight100% of the movement so far
Coderbyte56Talogy520.6 weighted points to Coderbyte
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +0.1 — the difference between the two totals before either is rounded. Shares are of 7.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads 0 beside that +0.1.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Coderbyte minus Talogy, coloured for whichever of the two it favours.
| Category | Weight | Coderbyte | Talogy | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 44 | 53 | -9 | -1.8 |
| Bias Audit Transparency | 18% | 20 | 30 | -10 | -1.8 |
| FRIA Support | 15% | 33 | 25 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 56 | 52 | +4 | +0.6 |
| Human Oversight Design | 12% | 60 | 52 | +8 | +1.0 |
| Post-Market Monitoring | 12% | 40 | 32 | +8 | +1.0 |
| Customer Documentation | 8% | 58 | 58 | - | - |
| Total | 100% | 42F | 42F | - | +0.1 |
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 | Coderbyte | Talogy | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on the vendor's own domain | 3 | 2 | Sources on the vendor's own domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 1 | 2 | — |
| Data Governance Disclosure | 15% | 5 | 0 | Audit reportSources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 3 | 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 | 22 | 9 | Sources on the vendor's own domain |
Coderbyte has 31 evidence rows across 7 of 7 criteria — 26 with a source URL, 5 documented absences; Talogy has 28 evidence rows across 7 of 7 criteria — 22 with a source URL, 9 documented absences; some documentation or audit rows for Coderbyte 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 Talogy, across 1 distinct source domain.
- Rubric
- v1.0
- Coderbyte last reviewed
- September 25, 2026 · HireAIScore editorial team
- Talogy 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
Scored against