Software Alternatives, Accelerators & Startups

ZoomInfo VS Humanloop

Compare ZoomInfo VS Humanloop and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

ZoomInfo logo ZoomInfo

ZoomInfo is a B2B database providing detailed business information on people and companies.

Humanloop logo Humanloop

Train state-of-the-art language AI in the browser
  • ZoomInfo Landing page
    Landing page //
    2023-03-19
  • Humanloop Landing page
    Landing page //
    2023-08-23

ZoomInfo features and specs

  • Comprehensive Database
    ZoomInfo offers an extensive and up-to-date database of business contacts, giving users access to valuable information for lead generation and market research.
  • Advanced Search Filters
    The platform provides advanced search filters that allow users to easily find specific contacts or companies based on various criteria such as location, industry, and company size.
  • CRM Integration
    ZoomInfo integrates seamlessly with popular CRMs like Salesforce, making it easy to import contact information and streamline sales and marketing workflows.
  • Data Accuracy
    The platform is known for its high data accuracy and regular updates, ensuring that users have the most current and reliable information.
  • Enrichment Tools
    ZoomInfo offers data enrichment tools that help users to fill in missing information and improve the quality of their existing contact data.

Possible disadvantages of ZoomInfo

  • Cost
    ZoomInfo can be expensive, especially for small businesses or startups that may have limited budgets for software and tools.
  • Data Privacy
    There are concerns regarding data privacy, as ZoomInfo collects and sells contact information, which might not always be compliant with all data protection regulations.
  • Learning Curve
    The platform can have a steep learning curve, requiring new users to spend some time to fully understand and utilize its features effectively.
  • Occasional Data Inconsistencies
    Despite its high data accuracy, users may occasionally encounter outdated or incorrect information in the database, necessitating additional verification.
  • Customer Support
    Some users have reported that ZoomInfo's customer support can be slow or unresponsive, which can be frustrating when trying to resolve issues quickly.

Humanloop features and specs

  • Ease of Use
    Humanloop is designed to be user-friendly, making it easier for users with varying levels of technical expertise to create and manage machine learning models.
  • Interactivity
    The platform provides an interactive environment where users can iteratively improve their models by integrating human feedback, leading to better performance.
  • Time Savings
    By facilitating faster model iteration and immediate feedback, Humanloop helps save significant time in the machine learning development cycle.
  • Integration Capabilities
    Humanloop offers robust integration options with various tools and platforms, helping users streamline their workflows.
  • Improved Model Accuracy
    The platform allows for continuous model improvement through active learning and human-in-the-loop approaches, enhancing model accuracy over time.

Possible disadvantages of Humanloop

  • Cost
    Depending on the subscription or usage level, Humanloop may become expensive, particularly for small teams or individual developers.
  • Learning Curve
    Despite its user-friendly design, there can still be a learning curve for users new to machine learning or human-in-the-loop systems.
  • Dependence on Human Feedback
    The effectiveness of Humanloop relies heavily on the quality and consistency of human feedback, which can introduce variability and potential biases.
  • Data Privacy Concerns
    Handling and sharing data with a third-party platform may raise privacy and compliance concerns, particularly for sensitive information.
  • Limited Offline Functionality
    Humanloop's cloud-based nature means that its functionalities are limited or inaccessible without an internet connection.

Analysis of ZoomInfo

Overall verdict

  • ZoomInfo is considered a good tool for businesses in need of extensive and accurate business data, particularly in the B2B sector. It is praised for its vast and continuously updated database, though it might be seen as expensive for smaller businesses. Additionally, some users raise concerns about data accuracy and privacy. Overall, if data quality and comprehensive contact information are a priority, ZoomInfo is a solid choice.

Why this product is good

  • ZoomInfo is generally regarded as a valuable resource for sales and marketing professionals due to its comprehensive database of business contacts and company information. It offers detailed profiles, direct contact details, and insights that can enhance lead generation and market research efforts. Users appreciate its advanced search filters, integration capabilities with CRM systems, and the ability to access real-time updates on company and industry changes.

Recommended for

  • Sales teams looking to enhance lead generation.
  • Marketing professionals seeking detailed market insights.
  • Recruiters and talent acquisition teams searching for candidate information.
  • Businesses aiming to enrich their CRM data with up-to-date company profiles.

Analysis of Humanloop

Overall verdict

  • Humanloop is considered a strong choice for organizations seeking to enhance their AI model development process through interactive learning and feedback integration. Its user-friendly interface and powerful features make it a valuable tool in the AI development landscape.

Why this product is good

  • Humanloop, an AI and machine learning platform, is highly regarded for its ability to effectively integrate human feedback into AI systems. It's particularly praised for enhancing model accuracy and improving user experience by allowing for seamless annotation and model training. The platform offers tools that facilitate collaboration between developers and non-technical domain experts, making it easier to refine AI models effectively.

Recommended for

  • AI developers looking to improve model performance through human feedback.
  • Teams seeking a collaborative environment to refine AI processes.
  • Companies that need an accessible tool for both technical and non-technical staff.

ZoomInfo videos

Is Zoominfo a Good Investment? (Zoominfo Review, Pricing, Options)

More videos:

  • Review - Komiko Presents: Dragon Ball Super Episode 1 Review!
  • Review - ZoomInfo Powered by DiscoverOrg Review: by Nancy Nardin of Smart Selling Tools

Humanloop videos

Train and deploy NLP โ€” Humanloop

More videos:

  • Review - The Great AI Implementation with Raza Habib of Humanloop

Category Popularity

0-100% (relative to ZoomInfo and Humanloop)
Lead Generation
100 100%
0% 0
AI
0 0%
100% 100
Sales Tools
100 100%
0% 0
Developer Tools
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare ZoomInfo and Humanloop

ZoomInfo Reviews

  1. Powerful platform for B2b sales & marketing teams.

    ZoomInfo makes it much easier to identify decision-makers, prioritize high-value accounts, and keep pipelies moving. With powerful AI automation and high-quality data, it's an all-in-one solution for sales, marketing, and RevOPs teams who want to save time and drive revenue growth.

    ๐Ÿ‘ Pros:    Clean and intuitive dashboard|Strong automation features
    ๐Ÿ‘Ž Cons:    Pricing feel high for smaller business
  2. Simon
    ยท Working at Simon ยท
    Good, but Not the Best B2B Database

    As a B2B database, ZoomInfo certainly has a lot to offer. Its detailed business information on people and companies is impressive, and I've found it to be a useful resource for researching potential clients and partners.

    However, I do have a few criticisms of the product. Firstly, its pricing is quite steep, especially compared to other B2B databases on the market. This makes it difficult for smaller businesses or startups to justify the cost. Additionally, while the information on ZoomInfo is generally accurate and up-to-date, I have come across a few instances where the information was incomplete or outdated.

    Despite these drawbacks, ZoomInfo is still a good resource for business information. It just might not be the best option out there. If you're willing to pay for a premium service, then ZoomInfo could be worth considering. However, if you're looking for more cost-effective alternatives, there are several options to consider.

    ๐Ÿ Competitors: LinkedIn Sales Navigator
    ๐Ÿ‘ Pros:    Detailed|Accurate
    ๐Ÿ‘Ž Cons:    Expensive|Incomplete

8 Best MCP Servers for Sales Teams in 2026
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 fits enterprise AEs who need intent signals and deep account intelligence before engaging. Amplemarket is the right pick if ICP precision in research matters...
Source: toflow.ai
ZoomInfo vs Lusha vs Apollo vs MillionPhones: 2026 Comparison
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. If you're an SDR team of 10+ at a well-funded company, it's worth it. If you're a solo founder or small team, it's overkill.
Top 10 Lead Generation and Engagement Tools
ZoomInfo is a robust lead generation tool offering comprehensive contact and company data for B2B outreach. It provides sales intelligence to help businesses identify and engage with key decision-makers across industries.
Source: rainex.io
11 Apollo.io Alternatives and Competitors 2024
Based on various factors, such as user reviews and feedback, the leading alternatives to Apollo.io are Zoominfo, Kaspr, Lead411, and Lusha.
Source: evaboot.com
15 Best Apollo.io Alternatives to Find Verified B2B Leads (2024)
ZoomInfo is popular for having a large database of accurate contact information for businesses and organizations worldwide. You can search for various details about your potential customers, like their job titles, roles within the company, and organizational charts.

Humanloop Reviews

We have no reviews of Humanloop yet.
Be the first one to post

Social recommendations and mentions

Based on our record, ZoomInfo should be more popular than Humanloop. It has been mentiond 8 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

ZoomInfo mentions (8)

  • Enriching Free Trial Signups: The PLG Data Stack for Turning Inbound Users Into Qualified Pipeline
    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 โ€” excellent for Chrome extension-style lookups starting from a LinkedIn profile, wrong tool for an automated inbound pipeline. - Source: dev.to / 3 months ago
  • How to Build an OSINT-Powered B2B Prospecting Workflow in 2026 (Without Getting Banned)
    Most SDR stacks start with a contact database โ€” ZoomInfo, Apollo, or Lusha โ€” and treat enrichment as a one-time step at the top of the funnel. The problem: these databases are 3โ€“18 months stale on average. Job titles change. Companies restructure. Decision-makers who were Director of Engineering in Q1 are VP by Q3. - Source: dev.to / 4 months ago
  • LinkedIn Scraping Is Dead: 5 Legal, ToS-Safe Alternatives That Actually Work in 2026
    Kaspr is the most LinkedIn-native option on this list. The Chrome extension sits on LinkedIn profiles and exports contact data directly โ€” phone numbers, emails, and CRM sync. 120M+ European contacts is their differentiator; US coverage is noticeably thinner. Starting at $74/month, it's not cheap for light usage, but teams running 200+ LinkedIn outreach touches per month will find the unit economics work. Kaspr is... - Source: dev.to / 4 months ago
  • Vendor annoyance phone calls
    For the phone calls - there's a decent chance they got your number from zoominfo.com - you can go there and request to be removed. Source: about 3 years ago
  • Forward spam emails back to sender!
    I just found a few data collator sites, zoominfo.com and signalhire.com are just two - they seem to scrape sites like Linkedin etc and collate everything. Personal numbers can be found pretty easily, if you've ever signed up for a business identification number it could be there, could be in a data leak somewhere - these companies are pretty shady and will buy data from places to just get a lead. Source: over 3 years ago
View more

Humanloop mentions (5)

  • Ask HN: Who is hiring? (December 2024)
    Humanloop | London and San Francisco | Full time in person | https://humanloop.com Humanloop is building infrastructure for AI application development. We're the LLM Evals Platform for Enterprises. Duolingo, Gusto, and Vanta use Humanloop to evaluate, monitor, and improve their AI systems. ROLES:. - Source: Hacker News / over 1 year ago
  • Show HN: PromptDoggy โ€“ Prompt Management for Product and Engineering Teams
    - https://humanloop.com/) for teaching me the philosophy of implementing a copilot textarea. I wish I could have used the project directly, but integrating just one React component into Rails while keeping importmap and StimulusJS was quite challenging. Given the limited time, I decided to move on with StimulusJS. This is our first time building an open-source project to share with the world, and weโ€™re a bit... - Source: Hacker News / almost 2 years ago
  • How are generative AI companies monitoring their systems in production?
    - Conversational simulation is an emerging idea building on top of model-graded evalโ€ - AI Startup Founder Things to consider when comparing options: โ€œTypes of metrics supported (only NLP metrics, model-graded evals, or both), level of customizability; supports component eval (i.e. Single prompts) or pipeline evals (i.e. Testing the entire pipeline, all the way from retrieval to post-processing)โ€ โ€œ+method of... - Source: Hacker News / almost 3 years ago
  • Ask HN: Who is hiring? (March 2023)
    Humanloop (YC S20) | London (or remote) | https://humanloop.com We're looking for exceptional engineers that can work at varying levels of the stack (frontend, backend, infra), who are customer obsessed and thoughtful about product (we think you have to be -- our customers are "living in the future" and we're building what's needed). Our stack is primarily Typescript, Python, GPT-3. Please apply at... - Source: Hacker News / over 3 years ago
  • Compiling a list of tools for building LLM apps
    https://humanloop.com/ Find the prompts users love and fine-tune custom models for higher performance at lower cost. - Source: Hacker News / over 3 years ago

What are some alternatives?

When comparing ZoomInfo and Humanloop, you can also consider the following products

Apollo.io - Apolloโ€™s predictive prospecting, sales engagement, and actionable analytics help the teams to reach its full revenue potential.

Langfuse - Langfuse is an open-source LLM engineering platform that helps teams collaboratively debug, analyze, and iterate on their LLM applications.

Lusha - Search less. Sell more.

Hugging Face - The AI community building the future. The platform where the machine learning community collaborates on models, datasets, and applications.

Hunter.io - Find all the email addresses related to a domain

LangSmith - Build and deploy LLM applications with confidence