Software Alternatives, Accelerators & Startups

Datature VS Apify

Compare Datature VS Apify and see what are their differences

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Datature logo Datature

No-code platform for building deep neural nets

Apify logo Apify

Apify is a web scraping and automation platform that can turn any website into an API.
  • Datature Landing page
    Landing page //
    2022-10-09
  • Apify Landing page
    Landing page //
    2023-09-30

Apify is a JavaScript & Node.js based data extraction tool for websites that crawls lists of URLs and automates workflows on the web. With Apify you can manage and automatically scale a pool of headless Chrome / Puppeteer instances, maintain queues of URLs to crawl, store crawling results locally or in the cloud, rotate proxies and much more.

Datature features and specs

  • User-Friendly Interface
    Datature offers an intuitive interface that simplifies the process of building and deploying AI models, making it accessible for users without deep technical expertise.
  • Comprehensive Toolset
    It provides a wide range of tools for data annotation, model training, and deployment, supporting end-to-end workflows for AI projects.
  • Collaborative Platform
    The platform enables team collaboration by allowing multiple users to work on projects simultaneously, facilitating better teamwork and communication.
  • Integrations and Compatibility
    Datature supports a variety of integrations with popular machine learning frameworks and tools, enhancing its compatibility with existing workflows.
  • Scalable Infrastructure
    It offers scalable computing resources which can efficiently handle large datasets and complex models, suitable for enterprises and projects with growing needs.

Possible disadvantages of Datature

  • High Cost
    The pricing for Datature, particularly for advanced features and enterprise-level usage, can be quite high, which may be a barrier for small startups or individual users.
  • Learning Curve
    Despite its user-friendly design, there can still be a learning curve for users unfamiliar with AI and machine learning concepts.
  • Limited Offline Access
    The platform primarily operates online, which may pose issues for users needing offline access due to security policies or lack of internet connectivity.
  • Dependency on Continuous Updates
    As a cloud-based platform, users are dependent on frequent updates and patches, which may affect workflow continuity at times.
  • Data Privacy Concerns
    Handling sensitive or proprietary data on a third-party cloud platform can raise privacy and security concerns for organizations.

Apify features and specs

  • Ease of Use
    Apify provides a user-friendly interface that makes it easy for users of all technical levels to create and manage web scraping tasks.
  • Scalability
    Apify is built to handle tasks of various sizes, from small-scale projects to enterprise-level operations, making it a scalable solution.
  • Integration and API Support
    It offers extensive API support, allowing for seamless integration with other tools and systems to enhance automated workflows.
  • Customizability
    Users can customize their scraping bots (actors) with different settings and scripts to fit specific needs and requirements.
  • Cloud-based
    Being a cloud-based platform, Apify allows users to run their scraping tasks without needing local resources, which is convenient and efficient.
  • Comprehensive Documentation
    Apify provides thorough documentation and tutorials, which help users get started quickly and solve issues efficiently.
  • Community and Support
    Apify has an active community and solid customer support to assist users with their needs and enhance their overall experience.

Possible disadvantages of Apify

  • Learning Curve
    While the interface is user-friendly, there may still be a learning curve for those new to web scraping and automation.
  • Cost
    Apify can be expensive compared to other web scraping tools, particularly for extensive use cases that require high volumes of data.
  • Dependency on External Factors
    Web scraping often depends on the stability of the target websites. Changes in website structures can break scripts, requiring ongoing maintenance.
  • Performance Limitations
    The performance of cloud-based scraping tasks can be affected by network latency and other external factors beyond user control.
  • Potential Legal Issues
    Web scraping can raise legal concerns, particularly when scraping data from websites that restrict such activities in their terms of service.
  • Resource Intensity
    Complex scraping tasks can be resource-intensive, potentially requiring higher-tier subscriptions and more computing resources, driving up costs.

Analysis of Apify

Overall verdict

  • Yes, Apify is considered a good choice for web scraping and automation needs due to its comprehensive features, user-friendly interface, and strong community support. It is especially beneficial for those who require efficient, large-scale data extraction and workflow automation.

Why this product is good

  • Apify is an established platform known for its robust web scraping and automation capabilities. It provides a powerful API, pre-built actors for common tasks, and allows you to create custom web scrapers with ease. The platform is scalable, supports a variety of programming languages, and offers features like scheduling, proxies, and data storage solutions. This versatility makes it a valuable tool for businesses and developers needing efficient data retrieval and workflow automation.

Recommended for

  • Developers looking for a versatile web scraping solution.
  • Businesses needing to automate data collection processes.
  • Researchers and analysts requiring extensive data from the web.
  • Marketers seeking competitive analysis through data scraping.
  • Tech enthusiasts interested in exploring web automation tools.

Datature videos

Tour de Tools #7 - Datature with Denzel Lee

Apify videos

Apify product news - 2019/01/30

Category Popularity

0-100% (relative to Datature and Apify)
AI
100 100%
0% 0
Web Scraping
0 0%
100% 100
Developer Tools
100 100%
0% 0
Data Extraction
0 0%
100% 100

User comments

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Reviews

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Apify Reviews

Top 15 Best TinyTask Alternatives in 2022
This is another tinytask alternative. For you to link various web services and APIs, Apify has provided many web integration options. You can add data processing and customised computation processes in addition to letting the data flow between them. With the data that is freely accessible on the web, you may provide crucial insights, and easy lead creation allows you to...

Social recommendations and mentions

Based on our record, Apify should be more popular than Datature. It has been mentiond 46 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.

Datature mentions (7)

  • Portal - Open Source App for Inspecting Model Inference
    Of course, you can write your own code, in that case, think of it as an interactive matplotlib then! Also, it helps to mention we run a startup Datature, that is a no-code MLOps platform, hence explaining why we are focusing on removing the coding portion of this process :P. Source: about 5 years ago
  • Visualizing bounding boxes and masks predictions from TensorFlow models on images and videos. We built Portal to improve the model sandbox experience!
    A while ago, we announced here that we built Datature and a bunch of users gave feedback and even built MaskRCNN models on our platform! However, we were sending collab updates back and forth - it was a mess. Hence we made Portal for any TensorFlow users to load TF2.0 models (any models off TF2 Model Hub works) and inspect your model visually on your dataset. Source: about 5 years ago
  • Food Object Detection Questions
    If you'd like to train a tensorflow object detection model, you can check out https://datature.io - theres about 30 different models you can select from and you can add augmentation to your pipeline. Source: about 5 years ago
  • Advice with a labeling tool for creating fast bounding boxes around insects from images
    If you will be training an object detection model at the end, you can check out https://datature.io - you can annotate your data in browser (no installation) and train an object detection model + deploy when you are done for free! Source: about 5 years ago
  • Datature now supports TensorFlow MaskRCNN. Datature wants to be the fastest way for developers and researchers to create neural networks for your next experiment!
    Feel free to try it out at https://datature.io - additionally, we are always looking out for feedback and feature requests. We are working more MLOps feature to support teams, so let us know of your thoughts :). Source: over 5 years ago
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Apify mentions (46)

  • Google's News API has been gone since 2016, and people still search for it
    That runs News Scraper on Apify, which is the same forty lines plus the parts that are Tedious rather than hard: both feeds, the nested publisher element, the date Normalisation, and deduplication. - Source: dev.to / 10 days ago
  • WHOIS is gone, RDAP replaced it, and a 404 does not mean what you think
    That runs an Apify Actor I maintain, Domain Scraper, because the Tedious parts are the RDAP bootstrap, the vcard unpacking and the provider Fingerprinting rather than the HTTP call. If you would rather do it yourself, Https://rdap.org/domain/ is the whole API and it needs no key. - Source: dev.to / 10 days ago
  • How I Turned Canadian Open Government Data Into a Live Licence-Verification Site + API (Build Log, 2026)
    Data collection: Apify actors, one per source, that scrape the open-data endpoints and normalize them. Quebec RBQ ships a daily bulk CSV (inside a 10.8 MB zip, ~924k rows that dedupe to ~54k active licences). Ontario HCRA has no bulk file โ€” it's an internal JSON API behind the public registry. - Source: dev.to / 29 days ago
  • How to Track US Startup Funding Rounds in Real Time (Before TechCrunch Writes About Them)
    Create a free Apify account and grab your API token from Settings โ†’ API & Integrations. - Source: dev.to / about 1 month ago
  • I built a Claude Code skill that finds customers, not competitors, on Reddit & LinkedIn
    BYOK. It runs on your own Apify token. No shared keys, no lock-in, no licensing chokepoint โ€” a lesson the whole "Proxycurl shut down and stranded everyone" saga taught the space. - Source: dev.to / about 2 months ago
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What are some alternatives?

When comparing Datature and Apify, you can also consider the following products

Roboflow - Eliminating your boilerplate computer vision code

import.io - Import. io helps its users find the internet data they need, organize and store it, and transform it into a format that provides them with the context they need.

Colornet - Neural Network to colorize grayscale images

Octoparse - Octoparse provides easy web scraping for anyone. Our advanced web crawler, allows users to turn web pages into structured spreadsheets within clicks.

Computer Vision Annotation Tool (CVAT) - Powerful and efficient Computer Vision Annotation Tool (CVAT) - opencv/cvat

Bright Data - World's largest proxy service with a residential proxy network of 72M IPs worldwide and proxy management interface for zero coding.