Side-by-side · Rubric v1.0
Glider AI vs Workstream
Glider AI
Glider AI is a skills-validation platform that screens and verifies candidates with auto-scored skills assessments and coding simulations, autonomous AI video and voice interviews that score responses against job requirements, live coding interviews, AI proctoring, and biometric ID verification.
Substantial gaps
Assessment
Workstream
Workstream is a mobile-first HR, payroll and hiring platform for hourly, multi-location employers such as QSR franchisees. Its hiring suite pairs a text-to-apply applicant tracking system with VoiceAI phone screens and VideoAI asynchronous video interviews, which return transcripts, AI summaries, pass/fail results for each question and match scores.
Substantial gaps
Screening
The result
Glider AI leads Workstream by 13 points.
Glider AI sits 13 points above Workstream under rubric v1.0 — 52 against 39 — with Glider AI filed under Assessment and Workstream under Screening. The 7 criteria split 6 to 1 in favour of Glider AI: Glider AI is ahead on Bias Audit Transparency and Workstream on Human Oversight Design. One criterion, Bias Audit Transparency, is both the widest raw gap (Glider AI 68, Workstream 20) and the heaviest weighted swing, and at 18% weight it makes up 61% of the weighted advantage Glider AI holds across the 6 criteria it leads.
Criteria won
7 criteria
- Glider AI6
- Workstream1
- Widest raw gap
- Bias Audit Transparency68 vs 20
- Heaviest weighted swing
- Bias Audit Transparency18% weight
The record
Categories, scope and company facts.
Glider AI is filed under Assessment AI, Workstream under Screening AI. They also share 1 secondary category: Video interview.
Both are in scope of
| Record | Glider AI | Workstream |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2020 | 2017 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight58% of the movement so far
Glider AI68Workstream208.6 weighted points to Glider AI
- 2
Article 11 Technical Documentation
20% weight74% of the movement so far
Glider AI52Workstream402.4 weighted points to Glider AI
- 3
FRIA Support
15% weight82% of the movement so far
Glider AI35Workstream271.2 weighted points to Glider AI
- 4
Data Governance Disclosure
15% weight89% of the movement so far
Glider AI54Workstream471.1 weighted points to Glider AI
- 5
Human Oversight Design
12% weight94% of the movement so far
Glider AI55Workstream610.7 weighted points to Workstream
- 6
Post-Market Monitoring
12% weight98% of the movement so far
Glider AI40Workstream350.6 weighted points to Glider AI
- 7
Customer Documentation
8% weight100% of the movement so far
Glider AI60Workstream560.3 weighted points to Glider AI
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +13.5 — the difference between the two totals before either is rounded. Shares are of 14.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +13 beside that +13.5.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Glider AI minus Workstream, coloured for whichever of the two it favours.
| Category | Weight | Glider AI | Workstream | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 40 | +12 | +2.4 |
| Bias Audit Transparency | 18% | 68 | 20 | +48 | +8.6 |
| FRIA Support | 15% | 35 | 27 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 54 | 47 | +7 | +1.1 |
| Human Oversight Design | 12% | 55 | 61 | -6 | -0.7 |
| Post-Market Monitoring | 12% | 40 | 35 | +5 | +0.6 |
| Customer Documentation | 8% | 60 | 56 | +4 | +0.3 |
| Total | 100% | 52F | 39F | +13 | +13.5 |
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 | Glider AI | Workstream | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Audit reportSources on a separate domain | 5 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 6 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domainSources on a separate domain | 7 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 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% | 27 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain | 28 | 6 | Sources on the vendor's own domainSources on a separate domain |
Glider AI has 33 evidence rows across 7 of 7 criteria — 27 with a source URL, 6 documented absences; Workstream has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; some documentation or audit rows for Glider AI and Workstream sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 67 evidence rows on file for these two vendors: 33 for Glider AI, across 4 distinct source domains, and 34 for Workstream, across 2 distinct source domains.
- Rubric
- v1.0
- Glider AI last reviewed
- September 25, 2026 · HireAIScore editorial team
- Workstream 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.