Side-by-side · Rubric v1.0
Checkr vs Metaview
Checkr
Checkr is an FCRA-regulated background screening platform that uses machine learning to parse, classify and standardize criminal, employment, education and motor-vehicle records, and to route them through customer-configured adjudication rulesets that flag candidates as eligible, review or escalated for employment decisions.
Substantial gaps
Screening
Metaview
Metaview is an AI recruiting platform whose agents transcribe and summarize interviews into structured notes and scorecards, and whose Application Review feature screens and ranks inbound applicants against an auto-generated Ideal Candidate Profile with fit ratings.
Substantial gaps
Screening
The result
Checkr and Metaview tie at 54.
Checkr and Metaview, both in the Screening cohort, tie at 54 under rubric v1.0 by different routes through the criteria. Checkr leads 5 of the 7 criteria and Metaview 2, yet the two totals land on the same number. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Checkr 35, Metaview 80 — and at an 18% weight it carries 98% of the weighted advantage Metaview holds across the 2 criteria on that side of the table.
Criteria won
7 criteria
- Checkr5
- Metaview2
- Widest raw gap
- Bias Audit Transparency35 vs 80
- Heaviest weighted swing
- Bias Audit Transparency18% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
Checkr and Metaview are both filed under Screening AI. They record no secondary category in common.
Both are in scope of
Only Metaview is in scope of
| Record | Checkr | Metaview |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | GB |
| Founded | 2014 | 2018 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight49% of the movement so far
Checkr35Metaview808.1 weighted points to Metaview
- 2
Article 11 Technical Documentation
20% weight88% of the movement so far
Checkr70Metaview386.4 weighted points to Checkr
- 3
Human Oversight Design
12% weight93% of the movement so far
Checkr66Metaview600.7 weighted points to Checkr
- 4
Customer Documentation
8% weight96% of the movement so far
Checkr68Metaview620.5 weighted points to Checkr
- 5
Data Governance Disclosure
15% weight98% of the movement so far
Checkr62Metaview600.3 weighted points to Checkr
- 6
Post-Market Monitoring
12% weight99% of the movement so far
Checkr50Metaview480.2 weighted points to Checkr
- 7
FRIA Support
15% weight100% of the movement so far
Checkr32Metaview330.1 weighted points to Metaview
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -0.1 — the difference between the two totals before either is rounded. Shares are of 16.4 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 Checkr minus Metaview, coloured for whichever of the two it favours.
| Category | Weight | Checkr | Metaview | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 70 | 38 | +32 | +6.4 |
| Bias Audit Transparency | 18% | 35 | 80 | -45 | -8.1 |
| FRIA Support | 15% | 32 | 33 | -1 | -0.1 |
| Data Governance Disclosure | 15% | 62 | 60 | +2 | +0.3 |
| Human Oversight Design | 12% | 66 | 60 | +6 | +0.7 |
| Post-Market Monitoring | 12% | 50 | 48 | +2 | +0.2 |
| Customer Documentation | 8% | 68 | 62 | +6 | +0.5 |
| Total | 100% | 54F | 54F | - | -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 | Checkr | Metaview | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Audit reportSources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 2 | Audit reportSources on the vendor's own domain | 2 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 4 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on a separate domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 6 | Audit reportSources on the vendor's own domain | 13 | 3 | Audit reportSources on the vendor's own domainSources on a separate domain |
Checkr has 28 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; Metaview has 16 evidence rows across 7 of 7 criteria — 13 with a source URL, 3 documented absences; some documentation or audit rows for Metaview sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 44 evidence rows on file for these two vendors: 28 for Checkr, across 2 distinct source domains, and 16 for Metaview, across 2 distinct source domains.
- Rubric
- v1.0
- Checkr last reviewed
- August 2, 2026 · HireAIScore editorial team
- Metaview last reviewed
- June 7, 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