
Apollo.io
Lusha
Hunter.io
Clearbit
AeroLeads
Datanyze
DiscoverOrg
ZoomInfo is a B2B database providing detailed business information on people and companies.

ML5.js
Spell
Lobe
ML Showcase
Apple Machine Learning Journal
Amazon Machine Learning
Machine Learning Playground
The latest in machine learning at your fingerprints

Which is more popular?
Based on our record, Papers with Code seems to be a lot more popular than ZoomInfo. While we know about 100 links to Papers with Code, we've tracked only 8 mentions of ZoomInfo.
Website, pricing, platforms and company facts side by side.
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| Website | zoominfo.com | paperswithcode.com |
| Pricing | — | |
| Company | Startup from the United States | — |
| Listed in |
What each product offers, as listed by its team.


Possible disadvantages
Possible disadvantages
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
No analysis of Papers with Code yet.
Walkthroughs and reviews on video.
Is Zoominfo a Good Investment? (Zoominfo Review, Pricing, Options)
More videos
The best site for research papers with codes on Machine/Deep Learning | Research paper search
More videos
How often each product is chosen within a category, 0–100% relative to the other.


Share your experience with using ZoomInfo and Papers with Code. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


ZoomInfo is the enterprise standard for B2B contact and company data: business emails, direct dials, and mobile numbers, plus company insights and buying intent signals. Its Copilot tiers add AI account...
If you are committed to Apollo and run primarily email sequences, Apollo's MCP speeds up your existing process without requiring a platform change. Clay fits ops teams with enrichment workflows already built. ZoomInfo...
ZoomInfo is the industry standard. Their database is massive, their intent data is best-in-class, and enterprise sales teams swear by it. The catch: pricing starts around $15,000/year and requires an annual contract....
We have no reviews of Papers with Code yet. Be the first one to post
Recommendations tracked on public social media and blogs since March 2021.


Skip ZoomInfo for this use case. It's enterprise-contract priced, built for outbound prospecting from company lists, and adds zero value for personal email resolution. Same story with Lusha — excellent for Chrome extension-style lookups... - Source: dev.to / 6 months ago
Most SDR stacks start with a contact database — ZoomInfo, Apollo, or Lusha — and treat enrichment as a one-time step at the top of the funnel. The problem: these databases are 3–18 months stale on average. Job titles change. Companies... - Source: dev.to / 7 months ago
Kaspr is the most LinkedIn-native option on this list. The Chrome extension sits on LinkedIn profiles and exports contact data directly — phone numbers, emails, and CRM sync. 120M+ European contacts is their differentiator; US coverage... - Source: dev.to / 7 months ago
Benchmark Primary focus Evaluation metrics System coverage Usability Link HumaneBench AI benchmark Human well being, humane AI principles HumaneScore, flip tests under adversarial instruction, long term well being 15 popular chat... - Source: dev.to / 12 months ago
An helpful approach is to browse the state of the art models in paperswithcode. This will give you an idea of the performance of different models on various tasks. - Source: dev.to / about 2 years ago
I think a way around this would some sort of voting/ popularity system? Papers with code (https://paperswithcode.com/) does this via Github stars sorting. Sure it doesn't mean something is established. But it at least gives some... - Source: Hacker News / about 2 years ago
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