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Gogs VS notte.cc

Compare Gogs VS notte.cc and see what are their differences

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Gogs logo Gogs

A painless self-hosted Git service written in Go

notte.cc logo notte.cc

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 text—making it simple for LLMs to read, understand, and act on sites
  • Gogs Landing page
    Landing page //
    2023-04-21
  • notte.cc Notte /scrape /observe
    Notte /scrape /observe //
    2025-05-16
  • notte.cc Notte Console
    Notte Console //
    2025-05-16
  • notte.cc 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

Gogs

Website
gogs.io
Pricing URL
-
$ Details
Release Date
-
Edit details

notte.cc

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

Gogs features and specs

  • Lightweight
    Gogs is designed to be extremely lightweight and fast, running efficiently with minimal resource usage, which is ideal for personal projects or small teams.
  • Self-hosting
    By allowing users to host their own Git service, Gogs provides greater control over data privacy and security, making it suitable for sensitive projects.
  • Cross-platform Support
    Gogs can run on various operating systems including Windows, macOS, Linux, and ARM, offering flexible deployment options across different environments.
  • Easy Installation
    The installation process for Gogs is straightforward and quick, with binaries and Docker images available for different platforms, reducing setup time.
  • Active Development
    Gogs has an active open-source community and regular updates, ensuring new features, bug fixes, and improvements are continually being made.
  • Low Dependencies
    Gogs has few dependencies, simplifying the installation and maintenance process by reducing potential compatibility issues.
  • Customizable
    With a wide range of configuration options, Gogs allows users to tailor the platform to meet their specific needs.

Possible disadvantages of Gogs

  • Limited Features
    Compared to more comprehensive Git platforms like GitLab or GitHub, Gogs lacks some advanced features such as built-in CI/CD pipelines and extensive integrations.
  • Smaller Community
    Gogs has a smaller user base compared to more popular platforms, which can lead to fewer third-party plugins, extensions, and external resources.
  • Scalability
    While Gogs is suitable for small to medium environments, it might not scale as effectively for large enterprises with extensive requirements.
  • Support
    Being an open-source project, Gogs primarily relies on community support, which may not be as immediate or extensive compared to commercial platforms offering professional support services.
  • User Interface
    While functional, Gogs' user interface is not as polished or feature-rich as those of some other Git service platforms.

notte.cc features and specs

No features have been listed yet.

Analysis of Gogs

Overall verdict

  • Gogs is generally well-regarded for its simplicity, performance, and ease of setup. It is particularly well-suited for users who do not need the full suite of features offered by larger Git services like GitHub or GitLab and prefer a more streamlined and resource-efficient solution.

Why this product is good

  • Gogs is a self-hosted Git service that is lightweight, easy to install, and simple to use. It's written in Go, which means it has minimal dependencies and can run on a variety of operating systems. This makes it an excellent choice for users who want to set up their own Git server with straightforward configuration and management. Gogs provides core Git functionalities and some additional features like an intuitive web interface, repository management, and user management.

Recommended for

  • Developers looking for a lightweight and easy-to-manage Git hosting solution.
  • Organizations that need a self-hosted option without the overhead of more complex systems.
  • Users who prioritize performance and simplicity over extensive features.

Category Popularity

0-100% (relative to Gogs and notte.cc)

Gogs

notte.cc

Git
100 100%
Git
0% 0
AI Agents
0 0%
AI Agents
100% 100
Code Collaboration
100 100%
Code Collaboration
0% 0
Automation
0 0%
Automation
100% 100

Questions and Answers

As answered by people managing Gogs and notte.cc.

Which are the primary technologies used for building your product?

notte.cc'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 — though the graph itself isn’t fully materialised in code. The SDK exposes a clean interface for LLM integration.

What makes your product unique?

notte.cc's answer:

Notte turns the web into structured, semantic maps tailored for LLMs — 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?

notte.cc's answer:

Notte is purpose-built for LLM agents. It doesn’t just click DOM elements — 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 your primary audience?

notte.cc'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.cc'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 weren’t built for LLMs. Notte is their response — a framework that makes the web usable for agents through structured, semantic understanding. It’s designed to bridge research and real-world execution.

User comments

Share your experience with using Gogs and notte.cc. For example, how are they different and which one is better?
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Reviews

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

Gogs Reviews

The Top 10 GitHub Alternatives
Lightweight: Gogs has low minimal requirements and can run on an inexpensive Raspberry Pi. Some users even run Gogs instances on their NAS devices, making it one of the few GitHub alternatives that can help you justify to your partner why you’re getting a NAS device apart from for pulling the latest episodes from your favourite anime show.
Source: www.wearedevelopers.com
Gitea - Alternative to GitLab and GitHub
That said, Gita/Gogs is pretty. And might hold the hand of people only used to github. It is great that it is self-contained as a binary, so can be used with minimal configuration, like other front-ends.
Source: news.ycombinator.com

notte.cc Reviews

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

Social recommendations and mentions

Based on our record, Gogs seems to be more popular. It has been mentiond 28 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.

Gogs mentions (28)

  • 100+ Must-Have Web Development Resources
    Gogs: An easy-to-setup self-hosted Git service. - Source: dev.to / 8 months ago
  • Go's old $GOPATH story for development and dependencies
    Yeah, I'm actually doing that with Gitea: https://about.gitea.com/ Some people went with the forgejo fork: https://forgejo.org/ though Gitea itself was a fork of Gogs, if I remember correctly: https://gogs.io/ I also ran GitLab in the past: https://about.gitlab.com/ but keeping it updated and giving it enough resources for it to be happy was troublesome. There's also GitBucket: https://gitbucket.github.io/ and... - Source: Hacker News / about 1 year ago
  • Forgejo forks its own path forward
    > Gitea but the other one Wouldn't that also be Gogs? https://gogs.io/ I remember when that one was what a lot of people were looking into, before the Gitea fork happened. It's odd to see how this has happened yet again, but I guess is a good thing that it's even possible in the first place, if there are indeed differing values and goals? - Source: Hacker News / over 1 year ago
  • Ask HN: Gitlab or Gitea for self-hosting Git?
    I did use https://gogs.io/ in the past. Was nice. - Source: Hacker News / over 1 year ago
  • Beware Offers of “Help” with Your Projects
    This reminds me of Gogs [0], where the original author refused a lot of good ideas and improvements, eventually leading to a fork [1] that's now a lot more popular and active than the original. [0] https://gogs.io/ [1] https://gitea.io/en-us/. - Source: Hacker News / about 2 years ago
View more

notte.cc mentions (0)

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

What are some alternatives?

When comparing Gogs and notte.cc, you can also consider the following products

GitLab - Create, review and deploy code together with GitLab open source git repo management software | GitLab

Browser Use - Make websites accessible for agents

Gitea - A painless self-hosted Git service

GitHub - Originally founded as a project to simplify sharing code, GitHub has grown into an application used by over a million people to store over two million code repositories, making GitHub the largest code host in the world.

BitBucket - Bitbucket is a free code hosting site for Mercurial and Git. Manage your development with a hosted wiki, issue tracker and source code.

Git - Git is a free and open source version control system designed to handle everything from small to very large projects with speed and efficiency. It is easy to learn and lightweight with lighting fast performance that outclasses competitors.

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