Side-by-side · Rubric v1.0
Talview vs Tengai
Talview
AI-powered hiring and exam-integrity platform spanning video interviewing, skills assessments, identity verification, and AI proctoring.
Substantial gaps
Video interview
Tengai
Tengai runs structured screening interviews through a browser-based AI avatar and combines candidates' yes/no qualification answers, a Five-Factor-based personality score and recruiter ratings of open answers into an automatically ranked shortlist.
Substantial gaps
Screening
The result
Talview and Tengai tie at 42.
Talview, filed under Video interview, and Tengai, filed under Screening, tie at 42 under rubric v1.0 by different routes through the criteria. Talview leads 2 of the 7 criteria and Tengai 5, yet the two totals land on the same number. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Talview 50, Tengai 45 — and at a 20% weight it carries 53% of the weighted advantage Talview holds across the 2 criteria on that side of the table.
Criteria won
7 criteria
- Talview2
- Tengai5
- Widest raw gap
- Article 11 Technical Documentation50 vs 45
- 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.
Talview is filed under Video interview AI, Tengai under Screening AI. They also share 1 secondary category: Assessment.
Both are in scope of
| Record | Talview | Tengai |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | SE |
| Founded | 2012 | 2019 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Article 11 Technical Documentation
20% weight30% of the movement so far
Talview50Tengai451.0 weighted points to Talview
- 2
Bias Audit Transparency
18% weight56% of the movement so far
Talview38Tengai330.9 weighted points to Talview
- 3
FRIA Support
15% weight70% of the movement so far
Talview25Tengai280.4 weighted points to Tengai
- 4
Human Oversight Design
12% weight80% of the movement so far
Talview55Tengai580.4 weighted points to Tengai
- 5
Data Governance Disclosure
15% weight89% of the movement so far
Talview48Tengai500.3 weighted points to Tengai
- 6
Customer Documentation
8% weight96% of the movement so far
Talview52Tengai550.2 weighted points to Tengai
- 7
Post-Market Monitoring
12% weight100% of the movement so far
Talview32Tengai330.1 weighted points to Tengai
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +0.4 — the difference between the two totals before either is rounded. Shares are of 3.4 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 +0.4.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Talview minus Tengai, coloured for whichever of the two it favours.
| Category | Weight | Talview | Tengai | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 50 | 45 | +5 | +1.0 |
| Bias Audit Transparency | 18% | 38 | 33 | +5 | +0.9 |
| FRIA Support | 15% | 25 | 28 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 48 | 50 | -2 | -0.3 |
| Human Oversight Design | 12% | 55 | 58 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 32 | 33 | -1 | -0.1 |
| Customer Documentation | 8% | 52 | 55 | -3 | -0.2 |
| Total | 100% | 42F | 42F | - | +0.4 |
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 | Talview | Tengai | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 7 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 5 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 0 | 1 | — | 4 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 11 | 6 | Sources on the vendor's own domain | 37 | 5 | Sources on the vendor's own domainSources on a separate domain |
Talview has 17 evidence rows across 7 of 7 criteria — 11 with a source URL, 6 documented absences; Tengai has 42 evidence rows across 7 of 7 criteria — 37 with a source URL, 5 documented absences; some documentation or audit rows for Tengai 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: 17 for Talview, across 1 distinct source domain, and 42 for Tengai, across 4 distinct source domains.
- Rubric
- v1.0
- Talview last reviewed
- June 7, 2026 · HireAIScore editorial team
- Tengai last reviewed
- September 25, 2026 · HireAIScore editorial team
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