Software Alternatives, Accelerators & Startups

Smooth VS notte

Compare Smooth VS notte and see what are their differences

Smooth logo Smooth

Fast, simple, reliable browser agent API. Serverless browser automation that's 5x faster and 7x cheaper than alternatives.

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
  • Smooth Landing page
    Landing page //
    2026-08-11
  • 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

notte

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

Smooth features and specs

  • No-code automation
    Smooth allows users to build workflows and automate tasks without needing to write code, making it accessible to non-technical users.
  • Integration capabilities
    The platform offers integrations with various third-party tools and services, enabling users to connect their existing tech stack seamlessly.
  • User-friendly interface
    Smooth is designed with an intuitive interface that simplifies the process of creating and managing automated workflows.
  • Time-saving automation
    By automating repetitive tasks, Smooth helps teams save time and focus on higher-value work, improving overall productivity.
  • Scalability
    The platform is built to scale with growing business needs, allowing users to expand their automation workflows as their operations grow.

Possible disadvantages of Smooth

  • Learning curve for complex workflows
    While basic automations are easy to set up, more complex workflows may require additional time and effort to configure properly.
  • Limited advanced customization
    Compared to code-based automation solutions, Smooth may offer less flexibility for highly specific or advanced use cases.
  • Pricing considerations
    Depending on the pricing tier, costs can add up for businesses with extensive automation needs or large team sizes.
  • Dependency on third-party integrations
    Functionality may be limited by the availability and reliability of integrations with external platforms and APIs.
  • Newer platform market presence
    As a relatively newer tool in the automation space, it may have a smaller community and fewer resources compared to more established competitors.

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 Smooth and notte)
Web Browsers
100 100%
0% 0
AI
35 35%
65% 65
Automation
38 38%
62% 62
Workflow Automation
0 0%
100% 100

Questions & Answers

As answered by people managing Smooth and notte.

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.

Why should a person choose your product over its competitors?

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.

What makes your product unique?

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.

How would you describe the primary audience of your product?

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?

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.

User comments

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What are some alternatives?

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

Agentic Browser - Agentic Browser lets AI control your browser using GPT-4o, Claude, Gemini, and more. Automate tasks like form-filling and content creation with natural language.

Browser Use - Make websites accessible for agents

Webagent - Execute web tasks with simple natural language prompts. Get started with 5 free prompts.

Browserbase - A web browser for your AI

Mochi Web Agent - Mochi Web Agent is a no-code web automation tool for Windows. Record your steps โ€” navigate, click, fill, collect โ€” schedule them, and get AI-summarized results on Telegram. Start free.

Intuned - Unopinionated analytics for software operations