Side-by-side · Rubric v1.0
Coderbyte vs CoderPad
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
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).
Substantial gaps
Assessment
The result
Coderbyte and CoderPad tie at 42.
Coderbyte and CoderPad tie at 42 under rubric v1.0 inside the Assessment cohort, arriving there from different criteria. Coderbyte leads 3 of the 7 criteria and CoderPad 2, with 2 level, yet the two totals land on the same number. One criterion, FRIA Support, is both the widest raw gap (Coderbyte 33, CoderPad 28) and the heaviest weighted swing, and at 15% weight it makes up 53% of the weighted advantage Coderbyte holds across the 3 criteria it leads.
Criteria won
7 criteria
- Coderbyte3
- CoderPad2
- Level2
- Widest raw gap
- FRIA Support33 vs 28
- Heaviest weighted swing
- FRIA Support15% 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 CoderPad are both filed under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of
| Record | Coderbyte | CoderPad |
|---|---|---|
| Price tier | Low | Mid |
| Headquarters | US | US |
| Founded | 2012 | 2013 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
FRIA Support
15% weight36% of the movement so far
Coderbyte33CoderPad280.8 weighted points to Coderbyte
- 2
Post-Market Monitoring
12% weight59% of the movement so far
Coderbyte40CoderPad440.5 weighted points to CoderPad
- 3
Human Oversight Design
12% weight76% of the movement so far
Coderbyte60CoderPad570.4 weighted points to Coderbyte
- 4
Data Governance Disclosure
15% weight90% of the movement so far
Coderbyte56CoderPad540.3 weighted points to Coderbyte
- 5
Article 11 Technical Documentation
20% weight100% of the movement so far
Coderbyte44CoderPad450.2 weighted points to CoderPad
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +0.7 — the difference between the two totals before either is rounded. Shares are of 2.1 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 +0.7.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Coderbyte minus CoderPad, coloured for whichever of the two it favours.
| Category | Weight | Coderbyte | CoderPad | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 44 | 45 | -1 | -0.2 |
| Bias Audit Transparency | 18% | 20 | 20 | - | - |
| FRIA Support | 15% | 33 | 28 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 56 | 54 | +2 | +0.3 |
| Human Oversight Design | 12% | 60 | 57 | +3 | +0.4 |
| Post-Market Monitoring | 12% | 40 | 44 | -4 | -0.5 |
| Customer Documentation | 8% | 58 | 58 | - | - |
| Total | 100% | 42F | 42F | - | +0.7 |
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 | CoderPad | ||||
|---|---|---|---|---|---|---|---|
| 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 | 6 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 0 | Audit reportSources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Audit reportSources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domainSources on a separate 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 | 32 | 6 | 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; CoderPad has 38 evidence rows across 7 of 7 criteria — 32 with a source URL, 6 documented absences; some documentation or audit rows for Coderbyte and 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: 31 for Coderbyte, across 2 distinct source domains, and 38 for CoderPad, across 2 distinct source domains.
- Rubric
- v1.0
- Coderbyte last reviewed
- September 25, 2026 · HireAIScore editorial team
- CoderPad 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.