Side-by-side · Rubric js-v1.0
Massive vs Sonara
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.
Substantial gaps
Auto-apply
Sonara
Sonara is an AI auto-apply service (now owned by BOLD LLC) that scans job boards, matches openings to a job seeker's uploaded resume and preferences, and auto-fills and submits applications on the user's behalf from a single tracking dashboard.
Substantial gaps
Auto-apply
The result
1 point separates Massive and Sonara.
Within the Auto-apply cohort, Massive edges Sonara by 1 point under rubric js-v1.0, 50 to 49. The criteria split evenly, 3 each to Massive and Sonara, with 1 level, and the weighted points on the side Massive holds, headed by Effectiveness Evidence, settle the total. Effectiveness Evidence is both the widest raw gap and the heaviest weighted swing — Massive 55, Sonara 40 — and at a 12% weight it carries 49% of the weighted advantage Massive holds across the 3 criteria on that side of the table.
Criteria won
7 criteria
- Massive3
- Sonara3
- Level1
- Widest raw gap
- Effectiveness Evidence55 vs 40
- Heaviest weighted swing
- Effectiveness Evidence12% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
Massive and Sonara are both filed under Auto-apply tools. They also share 2 secondary categories: Job matching and Tracker.
| Record | Massive | Sonara |
|---|---|---|
| Price tier | High | Mid |
| Headquarters | US | US |
| Founded | 2022 | 2020 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Effectiveness Evidence
12% weight30% of the movement so far
Massive55Sonara401.8 weighted points to Massive
- 2
Data & Credential Safety
20% weight53% of the movement so far
Massive57Sonara501.4 weighted points to Massive
- 3
Employer & ATS Legitimacy
15% weight73% of the movement so far
Massive40Sonara481.2 weighted points to Sonara
- 4
Support & Accountability
8% weight84% of the movement so far
Massive50Sonara580.6 weighted points to Sonara
- 5
Pricing & Cancellation Fairness
10% weight92% of the movement so far
Massive40Sonara450.5 weighted points to Sonara
- 6
User Control & Transparency
15% weight100% of the movement so far
Massive55Sonara520.4 weighted points to Massive
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +1.3 — the difference between the two totals before either is rounded. Shares are of 6.0 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 +1.3.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Massive minus Sonara, coloured for whichever of the two it favours.
| Category | Weight | Massive | Sonara | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Application Honesty | 20% | 50 | 50 | - | - |
| Data & Credential Safety | 20% | 57 | 50 | +7 | +1.4 |
| User Control & Transparency | 15% | 55 | 52 | +3 | +0.4 |
| Employer & ATS Legitimacy | 15% | 40 | 48 | -8 | -1.2 |
| Effectiveness Evidence | 12% | 55 | 40 | +15 | +1.8 |
| Pricing & Cancellation Fairness | 10% | 40 | 45 | -5 | -0.5 |
| Support & Accountability | 8% | 50 | 58 | -8 | -0.6 |
| Total | 100% | 50F | 49F | +1 | +1.3 |
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 | Massive | Sonara | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Application Honesty | 20% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | — |
| Data & Credential Safety | 20% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | — |
| User Control & Transparency | 15% | 2 | 0 | Sources on the vendor's own domainSources on a separate domain | 2 | 0 | — |
| Employer & ATS Legitimacy | 15% | 2 | 0 | Sources on a separate domain | 2 | 0 | — |
| Effectiveness Evidence | 12% | 3 | 0 | Sources on the vendor's own domain | 2 | 1 | — |
| Pricing & Cancellation Fairness | 10% | 2 | 0 | Sources on a separate domain | 2 | 0 | — |
| Support & Accountability | 8% | 3 | 0 | Sources on a separate domain | 4 | 0 | — |
| All criteria | 100% | 16 | 2 | Sources on the vendor's own domainSources on a separate domain | 16 | 3 | — |
Massive has 18 evidence rows across 7 of 7 criteria — 16 with a source URL, 2 documented absences; Sonara has 19 evidence rows across 7 of 7 criteria — 16 with a source URL, 3 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 37 evidence rows on file for these two vendors: 18 for Massive, across 5 distinct source domains, and 19 for Sonara, across 6 distinct source domains.
- Rubric
- js-v1.0
- Massive last reviewed
- July 17, 2026 · HireAIScore editorial team
- Sonara 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.
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Scored against