§ The result
Fuel50 leads TestGorilla on all 7 criteria.
Fuel50 sits 11 points above TestGorilla under rubric v1.0 — 58 against 47 — with Fuel50 filed under Sourcing and TestGorilla under Assessment. Fuel50 leads every one of the 7 criteria, TestGorilla none of them, and the closest of the 7 is Human Oversight Design, Fuel50 61 to TestGorilla 60. One criterion, Bias Audit Transparency, is both the widest raw gap (Fuel50 68, TestGorilla 38) and the heaviest weighted swing, and at 18% weight it makes up 48% of the weighted advantage Fuel50 holds across the 7 criteria it leads.
Vendor profile
Fuel50
Fuel50 is an AI internal talent marketplace and workforce-transformation platform that matches employees to internal roles, gigs, mentors, learning and career paths, and fit-scores and ranks internal candidates for open roles and succession pipelines, using a skills ontology curated by in-house I/O psychologists.
Vendor profile
TestGorilla
TestGorilla is a pre-employment skills-assessment platform offering a large test library plus AI features for resume scoring, candidate sourcing, and one-way/conversational AI video interviews to support skills-based hiring.
§ The record
Fuel50 is filed under Candidate sourcing AI, TestGorilla under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144, Illinois HB 3773 and Mobley v. Workday.
| Record | Fuel50 | TestGorilla |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | NL |
| Founded | 2011 | 2019 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 48% of the movement so far
Bias Audit Transparency
Fuel50 68 · TestGorilla 38
5.4 weighted points to Fuel50
20% weight · 81% of the movement so far
Article 11 Technical Documentation
Fuel50 70 · TestGorilla 52
3.6 weighted points to Fuel50
15% weight · 91% of the movement so far
Data Governance Disclosure
Fuel50 64 · TestGorilla 56
1.2 weighted points to Fuel50
8% weight · 94% of the movement so far
Customer Documentation
Fuel50 62 · TestGorilla 58
0.3 weighted points to Fuel50
15% weight · 97% of the movement so far
FRIA Support
Fuel50 32 · TestGorilla 30
0.3 weighted points to Fuel50
12% weight · 99% of the movement so far
Post-Market Monitoring
Fuel50 40 · TestGorilla 38
0.2 weighted points to Fuel50
12% weight · 100% of the movement so far
Human Oversight Design
Fuel50 61 · TestGorilla 60
0.1 weighted points to Fuel50
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +11.2 — the difference between the two totals before either is rounded. Shares are of 11.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +11 beside that +11.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Fuel50 minus TestGorilla.
| Category | Weight | Fuel50 | TestGorilla | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 70 | 52 | +18 | +3.6 |
| Bias Audit Transparency | 18% | 68 | 38 | +30 | +5.4 |
| FRIA Support | 15% | 32 | 30 | +2 | +0.3 |
| Data Governance Disclosure | 15% | 64 | 56 | +8 | +1.2 |
| Human Oversight Design | 12% | 61 | 60 | +1 | +0.1 |
| Post-Market Monitoring | 12% | 40 | 38 | +2 | +0.2 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 58 (F) | 47 (F) | +11 | +11.2 |
§ 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 | Fuel50 | TestGorilla | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | — | 1 | 1 | — |
| Data Governance Disclosure | 15% | 5 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 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 | 1 | Sources on the vendor's own domainSources 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 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 14 | 5 | Sources on the vendor's own domainSources on a separate domain |
Fuel50 has 28 evidence rows across 7 of 7 criteria — 24 with a source URL, 4 documented absences; TestGorilla has 19 evidence rows across 7 of 7 criteria — 14 with a source URL, 5 documented absences; some documentation or audit rows for Fuel50 and TestGorilla sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 47 evidence rows on file for these two vendors: 28 for Fuel50, across 3 distinct source domains, and 19 for TestGorilla, across 2 distinct source domains.
- Rubric
- v1.0
- Fuel50 last reviewed
- September 25, 2026 · HireAIScore editorial team
- TestGorilla 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