§ The result
Fuel50 takes the total, Pinpoint takes more of the criteria.
Fuel50 holds a 1-point edge over Pinpoint under rubric v1.0, 58 to 57, across the Sourcing and ATS-integrated cohorts. Pinpoint leads more of the criteria, 6 against 1 for Fuel50, yet Fuel50 takes Bias Audit Transparency, which carries 18% of the rubric, and the weighted sum with it. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Fuel50 68, Pinpoint 42 — and at an 18% weight it carries 100% of the weighted advantage Fuel50 holds across the 1 criterion on that side of the table.
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
Pinpoint
Pinpoint is an applicant tracking system for in-house talent teams that layers AI-assisted screening onto core hiring workflows - candidate match scores, AI filters, anonymized screening, an interview notetaker, and a hiring copilot for outreach and rejections.
§ The record
Fuel50 is filed under Candidate sourcing AI, Pinpoint under ATS-integrated AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773. Only Fuel50 is in scope of Mobley v. Workday.
| Record | Fuel50 | Pinpoint |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | JE |
| Founded | 2011 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 54% of the movement so far
Bias Audit Transparency
Fuel50 68 · Pinpoint 42
4.7 weighted points to Fuel50
12% weight · 70% of the movement so far
Post-Market Monitoring
Fuel50 40 · Pinpoint 52
1.4 weighted points to Pinpoint
15% weight · 81% of the movement so far
FRIA Support
Fuel50 32 · Pinpoint 38
0.9 weighted points to Pinpoint
15% weight · 88% of the movement so far
Data Governance Disclosure
Fuel50 64 · Pinpoint 68
0.6 weighted points to Pinpoint
20% weight · 92% of the movement so far
Article 11 Technical Documentation
Fuel50 70 · Pinpoint 72
0.4 weighted points to Pinpoint
12% weight · 96% of the movement so far
Human Oversight Design
Fuel50 61 · Pinpoint 64
0.4 weighted points to Pinpoint
8% weight · 100% of the movement so far
Customer Documentation
Fuel50 62 · Pinpoint 66
0.3 weighted points to Pinpoint
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +0.7 — the difference between the two totals before either is rounded. Shares are of 8.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +1 beside that +0.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Fuel50 minus Pinpoint.
| Category | Weight | Fuel50 | Pinpoint | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 70 | 72 | -2 | -0.4 |
| Bias Audit Transparency | 18% | 68 | 42 | +26 | +4.7 |
| FRIA Support | 15% | 32 | 38 | -6 | -0.9 |
| Data Governance Disclosure | 15% | 64 | 68 | -4 | -0.6 |
| Human Oversight Design | 12% | 61 | 64 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 40 | 52 | -12 | -1.4 |
| Customer Documentation | 8% | 62 | 66 | -4 | -0.3 |
| Total | 100% | 58 (F) | 57 (F) | +1 | +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 | Fuel50 | Pinpoint | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 3 | 0 | 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 | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 18 | 2 | Sources on the vendor's own domain |
Fuel50 has 28 evidence rows across 7 of 7 criteria — 24 with a source URL, 4 documented absences; Pinpoint has 20 evidence rows across 7 of 7 criteria — 18 with a source URL, 2 documented absences; some documentation or audit rows for Fuel50 sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 48 evidence rows on file for these two vendors: 28 for Fuel50, across 3 distinct source domains, and 20 for Pinpoint, across 2 distinct source domains.
- Rubric
- v1.0
- Fuel50 last reviewed
- September 25, 2026 · HireAIScore editorial team
- Pinpoint last reviewed
- July 17, 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