Side-by-side comparison · 24 data points
Quantum AI utilises the financial institutions loan portfolio book and supporting financial services inputs from open banking and credit referencing agencies (CRAs) to determine loan decisions efficiently and effectively.
| Cloudingo | Quantum AI | |
|---|---|---|
| Tagline | ||
| Description | ||
| Screenshots | — | — |
| Languages | ||
| Platforms | ||
| Developer | ||
| Listed |
| Metric | Cloudingo: Remove duplicates and improve data quality | Quantum AI |
|---|---|---|
| Rating | 4.8 ★ | — |
| Total reviews | 559 | 0 |
| Free plan | — | — |
| Pricing | paid | paid |
| Pricing tiers | ★ 3 tiers | 1 tier |
| Listed features | ★ 9 | 3 |
| Languages | 1 supported | 1 supported |
| Listed since | Oct 2012 | Mar 2023 |
Based on the data on this page, Cloudingo: Remove duplicates and improve data quality is the stronger choice for most Salesforce AppExchange admins — 4.8★ vs Quantum AI's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base.
Pricing entry tiers: Cloudingo: Remove duplicates and improve data quality at paid, Quantum AI at paid. Check each app's tier structure for the capacity limits you actually need before deciding — the headline number is the same shape, but the gating shape per tier (seats, usage volume, integrations) varies.
Cloudingo: Remove duplicates and improve data quality has the larger user base (559 reviews vs 0), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. Quantum AI's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat.
Recommended by size: small/early-stage admins who need fast install and low risk should default to Cloudingo: Remove duplicates and improve data quality; mid-market and enterprise admins with specific feature requirements should evaluate both — Quantum AI's 0-review base may include the workflow context that matches your specific use case better than Cloudingo: Remove duplicates and improve data quality's broader-but-shallower coverage.
This verdict is generated from the live marketplace data on this page — rating, review count, pricing tier, and category position all refresh from the canonical Salesforce AppExchange listing every 24 hours. AppRanks does not accept payment to influence comparison outcomes; the methodology is documented on the About page and applies identically to every pair on the site.
Read each app's audit: Cloudingo: Remove duplicates and improve data quality audit • Quantum AI audit
| Last updated | — | — |
|---|
| Keyword | Cloudingo | Quantum AI |
|---|---|---|
| system | #1 | Not ranked |
| creating | #1 | Not ranked |
| salesforce security | #1 | Not ranked |
| cra and irs | Not ranked | #6 |
| compliance with cra | Not ranked | #6 |
Both Cloudingo: Remove duplicates and improve data quality and Quantum AI offer paid plans only. Cloudingo: Remove duplicates and improve data quality starts at paid; Quantum AI starts at paid. Compare the per-tier features in the Pricing section above before committing.
AppRanks cannot separate these two on rating, because neither publishes one. Cloudingo: Remove duplicates and improve data quality does carry the larger published review base (559 vs 0). Read both apps' detail pages for the feature breakdown and recent listing changes.
Both apps are one-click installs from the Salesforce AppExchange. Cloudingo: Remove duplicates and improve data quality has the deeper published review base (559 vs 0), which often — though not always — accompanies better-tested setup docs. AppRanks doesn't measure setup time directly: read the recent reviews on each app's detail page for user-reported install experience.
Cloudingo: Remove duplicates and improve data quality typically suits early-stage and growth-mode teams based on its published review base (559 reviews). Quantum AI typically suits early-stage and growth-mode teams based on its published review base (0 reviews). A larger review base generally means the app has been exercised at scale — relevant if you are processing high volume or handling enterprise compliance requirements.
Migration support varies by app and category. Cloudingo: Remove duplicates and improve data quality and Quantum AI both publish their export options on their marketplace listing pages (or in their support docs); some apps offer one-click import from competitors, others require CSV. The fastest check: search "import from Quantum AI" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
