§ The result
Massive leads Final Round AI by 14 points.
Massive sits 14 points above Final Round AI under rubric js-v1.0 — 50 against 36 — with Massive filed under Auto-apply and Final Round AI under Live interview. Massive leads 6 of the 7 criteria, including Application Honesty, while Final Round AI leads 1, including Support & Accountability. Application Honesty is the widest raw gap and the heaviest weighted swing at once (Final Round AI 22, Massive 50, 20% weight), but it accounts for only 37% of the weighted advantage Massive holds across the 6 criteria on that side of the table.
Vendor profile
Final Round AI
A macOS and Windows desktop app that listens to a job seeker's live interview on Zoom, Meet, Teams, Webex, HackerRank or a phone screen and streams AI-written answers into a private overlay hidden from screen sharing, alongside practice interviews and automatic post-session debriefs.
Vendor profile
Massive
Massive is an AI job-application copilot that matches roles, generates a tailored resume and cover letter for each job, and auto-fills and submits applications on a job seeker's behalf across job boards and company sites.
§ The record
Final Round AI is filed under Live interview assistance, Massive under Auto-apply tools. They record no secondary category in common.
| Record | Final Round AI | Massive |
|---|---|---|
| Price tier | High | High |
| Headquarters | US | US |
| Founded | 2023 | 2022 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 35% of the movement so far
Application Honesty
Final Round AI 22 · Massive 50
5.6 weighted points to Massive
12% weight · 56% of the movement so far
Effectiveness Evidence
Final Round AI 28 · Massive 55
3.2 weighted points to Massive
15% weight · 75% of the movement so far
Employer & ATS Legitimacy
Final Round AI 20 · Massive 40
3.0 weighted points to Massive
15% weight · 84% of the movement so far
User Control & Transparency
Final Round AI 45 · Massive 55
1.5 weighted points to Massive
20% weight · 93% of the movement so far
Data & Credential Safety
Final Round AI 50 · Massive 57
1.4 weighted points to Massive
8% weight · 97% of the movement so far
Support & Accountability
Final Round AI 58 · Massive 50
0.6 weighted points to Final Round AI
10% weight · 100% of the movement so far
Pricing & Cancellation Fairness
Final Round AI 35 · Massive 40
0.5 weighted points to Massive
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -14.6 — the difference between the two totals before either is rounded. Shares are of 15.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -14 beside that -14.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Final Round AI minus Massive.
| Category | Weight | Final Round AI | Massive | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Application Honesty | 20% | 22 | 50 | -28 | -5.6 |
| Data & Credential Safety | 20% | 50 | 57 | -7 | -1.4 |
| User Control & Transparency | 15% | 45 | 55 | -10 | -1.5 |
| Employer & ATS Legitimacy | 15% | 20 | 40 | -20 | -3.0 |
| Effectiveness Evidence | 12% | 28 | 55 | -27 | -3.2 |
| Pricing & Cancellation Fairness | 10% | 35 | 40 | -5 | -0.5 |
| Support & Accountability | 8% | 58 | 50 | +8 | +0.6 |
| Total | 100% | 36 (F) | 50 (F) | -14 | -14.6 |
§ 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 | Final Round AI | Massive | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Application Honesty | 20% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data & Credential Safety | 20% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| User Control & Transparency | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Employer & ATS Legitimacy | 15% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on a separate domain |
| Effectiveness Evidence | 12% | 4 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Pricing & Cancellation Fairness | 10% | 6 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on a separate domain |
| Support & Accountability | 8% | 5 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on a separate domain |
| All criteria | 100% | 28 | 5 | Sources on the vendor's own domain | 16 | 2 | Sources on the vendor's own domainSources on a separate domain |
Final Round AI has 33 evidence rows across 7 of 7 criteria — 28 with a source URL, 5 documented absences; Massive has 18 evidence rows across 7 of 7 criteria — 16 with a source URL, 2 documented absences; some documentation or audit rows for Massive sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 51 evidence rows on file for these two vendors: 33 for Final Round AI, across 4 distinct source domains, and 18 for Massive, across 5 distinct source domains.
- Rubric
- js-v1.0
- Final Round AI last reviewed
- September 4, 2026 · HireAIScore editorial team
- Massive 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