Software Alternatives, Accelerators & Startups

Crawlbase VS notte

Compare Crawlbase VS notte 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.

Crawlbase logo Crawlbase

A Platform for Data Crawling and Scraping For Business Developers

notte logo notte

Notte is the fastest, most reliable framework for Browser Using Agents. We provide an open-core browser infrastructure with a perception layer turning webpages into an action API in textโ€”making it simple for LLMs to read, understand, and act on sites
  • Crawlbase Landing page
    Landing page //
    2023-04-27

Crawlbase is an innovative and efficient solution designed to provide comprehensive website crawling and data extraction services. With Crawlbase, you can effortlessly gather valuable insights and information from various websites, saving you time, effort, and resources.

Wondering what Crawlbase is all about? It's a cutting-edge tool that specializes in crawling websites and extracting data quickly and accurately. Whether you need to gather data for market research, competitor analysis, or any other purpose, Crawlbase has got you covered.

Using advanced algorithms and intelligent crawling techniques, Crawlbase ensures that you receive high-quality, structured data in a format that is easy to analyze and utilize. Say goodbye to the tedious and manual process of data extraction, as Crawlbase automates the entire process, allowing you to focus on deriving meaningful insights from the gathered information.

What sets Crawlbase apart is its user-friendly interface and customizable crawling options. You have the freedom to specify the websites you want to crawl, the specific data you need to extract, and the frequency of crawling. This level of flexibility ensures that you receive the exact data you're looking for, whenever you need it.

Additionally, Crawlbase offers powerful data filters, allowing you to refine and narrow down the information you receive. This ensures that you only gather the most relevant data, minimizing clutter and maximizing the value of your extracted information.

Whether you're a business owner, a data analyst, or a researcher, Crawlbase is an indispensable tool that streamlines your data extraction process, enabling you to make informed decisions based on accurate and up-to-date information.

  • notte Notte /scrape /observe
    Notte /scrape /observe //
    2025-05-16
  • notte Notte Console
    Notte Console //
    2025-05-16
  • notte Notte Dashboard
    Notte Dashboard //
    2025-05-16

What is Notte?

Notte provides a full-stack framework for building, deploying, and scaling web AI agents via a single API. It transforms the internet into an agent-friendly environment by mapping websites into structured, natural language descriptions, enabling agents to navigate and interact effectively.

Key Capabilities:

  • Advanced Browser Sessions: Get on-demand headless browser instances with features like unified session management, stateful sessions, built-in stealth, custom proxy configuration, CDP integration, cookie handling, and session replay.
  • Automated AI Agent Execution: Run powerful LLM-powered agents designed to solve complex tasks on the web, featuring asynchronous execution and built-in retry logic for robust performance.
  • Intuitive Web Interaction (Observe, Step, Scrape): Agents can observe website states, execute specific actions, and scrape data using simple, natural language commands, offering granular control.
  • Secure Secrets & Identity Management: Utilize an enterprise-grade vault for securely managing credentials (payments, keys, cookies, OTPs) and create distinct agent personas with associated identity details.

Performance Benchmarks:

Notte leads in open-source benchmarks for web agent performance. It achieved the highest self-reported success rate (86.2%) and LLM-verified completion (79%). Notte also demonstrated the fastest execution time (47 seconds per task) and an impressive 96.6% task reliability (percentage of tasks successfully completed at least once across multiple attempts).

Read more about the benchmarks here: https://github.com/nottelabs/open-operator-evals

Crawlbase

$ Details
paid $99.0 / Monthly
Platforms
Windows Mac OSX Web
Release Date
-

notte

Website
notte.cc
$ Details
freemium $25.0 / Monthly (Pro Cloud)
Platforms
-
Release Date
2025 January
Startup details
Country
Switzerland
Founder(s)
Andrea Pinto, Lucas Giordano
Employees
1 - 9

Crawlbase features and specs

  • Scalability
    Crawlbase can handle large volumes of data, making it suitable for extensive web scraping projects.
  • Ease of Use
    The platform offers a straightforward interface and comprehensive documentation which make it easy for users, even those with limited technical skills, to get started.
  • Data Quality
    Crawlbase provides high-quality, structured data that is ready for analysis, minimizing the need for manual cleaning and preprocessing.
  • Customer Support
    The company offers strong customer support, including quick response times and effective troubleshooting.
  • Customization
    Crawlbase offers customization options, allowing users to tailor the scraping to fit specific needs or to extract particular types of data.
  • Compliance
    Crawlbase has mechanisms to ensure compliance with legal regulations and website terms of service, reducing the risk of legal issues.

notte features and specs

No features have been listed yet.

Analysis of notte

Overall verdict

  • Notte is a solid choice for developers and teams looking to build reliable browser automation and web agents, offering a well-designed API and infrastructure that simplifies interacting with the web programmatically.

Why this product is good

  • Provides a purpose-built platform for browser automation and AI web agents, reducing the complexity of building such systems from scratch
  • Offers developer-friendly APIs and tooling that streamline integration into existing workflows
  • Focuses on reliability and performance for automated web interactions, which is critical for production use cases
  • Designed with modern AI agent workflows in mind, making it suitable for LLM-powered automation

Recommended for

  • Developers building AI-powered web agents or automation tools
  • Teams needing reliable browser automation infrastructure without maintaining it themselves
  • Startups and companies integrating web scraping or interaction into their products
  • Engineers experimenting with LLM-driven browsing and task automation

Category Popularity

0-100% (relative to Crawlbase and notte)
Web Scraping
100 100%
0% 0
AI
0 0%
100% 100
Data Extraction
100 100%
0% 0
Automation
0 0%
100% 100

Questions & Answers

As answered by people managing Crawlbase and notte.

What makes your product unique?

Crawlbase's answer

Crawlbase boasts an unparalleled level of accuracy. Say goodbye to incomplete or outdated data. Our state-of-the-art system ensures that you receive the most precise and up-to-date information, empowering you to make informed business decisions with confidence.

notte's answer:

Notte turns the web into structured, semantic maps tailored for LLMs โ€” enabling perception, navigation, and action. Unlike traditional browser automation, Notte abstracts away fragile HTML into high-level actions and natural language descriptions, reducing hallucinations, tokens, and latency.

Why should a person choose your product over its competitors?

Crawlbase's answer

At Crawlbase, we understand that in today's fast-paced digital landscape, access to accurate and relevant data is essential for businesses to stay ahead of the competition. That's why we've designed a unique platform that goes above and beyond to meet your data extraction needs. We have the best logic and algorithm to extract your desired data at the most economical cost.

notte's answer:

Notte is purpose-built for LLM agents. It doesnโ€™t just click DOM elements โ€” it understands the intent behind them. That means faster, more reliable agents, no brittle scripts, and seamless integration via API or SDK. It replaces scraping + Playwright stacks with one clean abstraction layer.

How would you describe the primary audience of your product?

Crawlbase's answer

Whether you're a market researcher, a business analyst, a web developer, a product manager, or a data scientist, Crawlbase is the ultimate solution to fulfill your web data extraction needs.

notte's answer:

Developers building LLM agents, automation workflows, or AI-native applications. Early adopters in infra, QA, RPA, and AI tooling who want to go beyond brittle web scraping and fragile automation toward agentic, semantic control of the internet.

What's the story behind your product?

Crawlbase's answer

Started in 2016 โ€” Founders needed to solve a problem on their hobby project โ€” took off from there to create their own product.

notte's answer:

Notte was founded by Andrea and Lucas, two ML researchers who met at EPFL in 2019 and have been building together ever since. After working across top research labs, they saw a clear gap: existing browser automation tools werenโ€™t built for LLMs. Notte is their response โ€” a framework that makes the web usable for agents through structured, semantic understanding. Itโ€™s designed to bridge research and real-world execution.

Which are the primary technologies used for building your product?

notte's answer:

Notte is built with Python and accessible via Python SDK or REST API. It performs deep DOM parsing and uses a semantic abstraction layer informed by graph-based reasoning โ€” though the graph itself isnโ€™t fully materialised in code. The SDK exposes a clean interface for LLM integration.

User comments

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Reviews

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

Crawlbase Reviews

  1. Lorak
    ยท SR at Palgosmart ยท
    High quality scrapers

    The scrapers are of high quality, the service is dependable and responsive, and the programming interface is simple to use and learn. Overall, it was a fantastic experience. Scraper API has been a lifeline for my startup, saving us tens of thousands of dollars each month.

  2. sajidulislam
    Best storage and data processing tool.

    Iโ€™m a data scientist, and my work environment is based on large amounts of data, which require storage and data processing. ProxyCrawl helps with both. It โ€‹is a highly flexible yet robust set of APIs.: It takes care of everything from scraping to storage. Your business life will be so much easier while working with ProxyCrawl.

  3. Mikos
    ยท Seo at Jetphoto ยท
    Excellent web scraping for business

    All web scraping tasks, such as extracting data from web pages and generating sitemaps, are supported. This has saved me a lot of time because I can now catch and filter my targets much faster. The online community is a great source of useful information.

    ๐Ÿ Competitors: Apify
    ๐Ÿ‘ Pros:    I can quickly enter my data.
    ๐Ÿ‘Ž Cons:    No complaints have been filed as of yet.

notte Reviews

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

Social recommendations and mentions

Based on our record, Crawlbase seems to be more popular. It has been mentiond 2 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.

Crawlbase mentions (2)

  • Scrape Office Depot in Python for your Business Needs
    Using rotating proxies when scraping eCommerce websites is key to avoiding IP blocking and access restrictions. Rotating proxies distribute your requests across multiple IP addresses, making it harder for the website to detect and block your scraping. This ensures uninterrupted data collection and keeps your scraper reliable. Crawlbase has an excellent rotating proxy service that makes this process easy, with... - Source: dev.to / almost 2 years ago
  • free-for.dev
    ProxyCrawl โ€” Crawl and scrape websites without the need of proxies, infrastructure or browsers. We solve captchas for you and prevent you being blocked. The first 1000 calls are free of charge. - Source: dev.to / over 3 years ago
  • Scrapping weather data.
    Yes, this can be done. Though doing all this manually would be a tiring task for anybody. I would recommend you go for a web Scraper API like that by ProxyCrawl which gets you all of the data in a manageable way from any website. I've personally used them for a few of my clients it was blazing fast with literally zero downtime and a super nice customer support. Just try it for free for yourself. Source: about 4 years ago
  • hello all, iam trying to get postings link but iam unable to its giving an error link is not defined. i underlined everything in images any help new to web scraping
    Just create a free account and scrape the website you need without any hassles! You will never face these kinds of errors and it would be blazing fast because API services like ProxyCrawl enables to do things at scale. Want to see how you can do the same with less than 10 lines of code with ProxyCrawl? Source: about 4 years ago
  • Is This Idea Possible With Web Scraping - Possible Job For 1 Of You Guys
    Since you need the data at scale, you would need to use a web Scraper API provider like ProxyCrawl that searches Google's first 3 pages and gets you all the paid results. Source: about 4 years ago

notte mentions (0)

We have not tracked any mentions of notte yet. Tracking of notte recommendations started around May 2025.

What are some alternatives?

When comparing Crawlbase and notte, you can also consider the following products

Apify - Apify is a web scraping and automation platform that can turn any website into an API.

Browser Use - Make websites accessible for agents

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

Browserbase - A web browser for your AI

Zyte - We're Zyte (formerly Scrapinghub), the central point of entry for all your web data needs.

Intuned - Unopinionated analytics for software operations