Software Alternatives, Accelerators & Startups

Levels.fyi VS GitLab

Compare Levels.fyi VS GitLab and see what are their differences

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Levels.fyi logo Levels.fyi

Compare career levels across software eng and other fields

GitLab logo GitLab

Create, review and deploy code together with GitLab open source git repo management software | GitLab
  • Levels.fyi Landing page
    Landing page //
    2023-09-20
  • GitLab Landing page
    Landing page //
    2023-10-17

GitLab

Release Date
2014 January
Startup details
Country
United States
State
California
Founder(s)
Dmitriy Zaporozhets
Employees
1,000 - 1,999

Levels.fyi features and specs

  • Transparency
    Levels.fyi provides detailed compensation data across various tech companies, helping candidates and employees make informed decisions about salary expectations and career moves.
  • Comparative Analysis
    The platform allows users to compare roles and salaries across different companies, making it easier to evaluate job offers and understand industry standards.
  • Crowdsourced Data
    Levels.fyi relies on user-submitted data, which means it can provide real-world insights and often more accurate information than official sources.
  • Level Mapping
    It offers a unique service of level mapping, translating job titles and levels across companies to a common framework, making it easier to gauge one's position in the industry hierarchy.
  • Career Resources
    The site provides additional career resources such as negotiation tips, job interview prep, and insights into company cultures.

Possible disadvantages of Levels.fyi

  • Data Accuracy
    Since the data is user-submitted, there can be discrepancies or inaccuracies, potentially leading to misleading salary expectations.
  • Data Freshness
    Not all data is updated frequently, meaning some information might be outdated, which can affect the reliability of comparisons.
  • Privacy Concerns
    Because the platform gathers detailed compensation data, there may be concerns about the privacy and anonymity of users who contribute information.
  • Limited Scope
    The primary focus is on the tech industry, which may limit its usefulness for professionals in other fields or industries.
  • Variable Data Quality
    The quality and depth of data can vary significantly between companies and roles, potentially leading to incomplete or skewed perspectives.

GitLab features and specs

  • Integrated DevOps Platform
    GitLab provides a single application for the entire DevOps lifecycle, which simplifies the workflow and reduces the need for multiple tools.
  • CI/CD Capabilities
    It offers powerful Continuous Integration and Continuous Deployment (CI/CD) features, enabling automated testing and deployment.
  • Self-Hosted and SaaS Options
    GitLab can be hosted on your own servers or used as a cloud-hosted service, providing flexibility depending on your needs.
  • Strong Security Features
    GitLab includes various security features such as code quality analysis, vulnerability management, and compliance management.
  • Robust Community and Support
    There is a large community and extensive documentation available, along with professional support options.

Possible disadvantages of GitLab

  • Complexity for New Users
    The extensive features and functionalities can be overwhelming for newcomers, requiring a steep learning curve.
  • Resource Intensive
    Self-hosting a GitLab instance requires substantial server resources, which can be costly.
  • Price
    While there is a free tier, the advanced features are part of the paid plans, which can be expensive for small teams or startups.
  • User Interface
    Some users find the interface less intuitive and harder to navigate compared to other platforms like GitHub.
  • Performance Issues
    Large repositories or high usage can sometimes lead to performance issues, especially on self-hosted instances.

Analysis of Levels.fyi

Overall verdict

  • Yes, Levels.fyi is a reliable and useful tool, especially for those looking to understand compensation structures in the tech industry. Its crowdsourced data and user-friendly interface make it a go-to platform for compensation-related insights.

Why this product is good

  • Levels.fyi is considered a valuable resource because it provides comprehensive and up-to-date information about salaries, compensation packages, and career levels across various tech companies. It empowers job seekers and employees to make informed decisions by offering transparency into industry standards, allowing for more effective salary negotiations.

Recommended for

  • Tech professionals seeking to benchmark their salaries against industry standards.
  • Job seekers aiming to negotiate better offers with prospective employers.
  • HR professionals looking for market data to align their company's compensation strategies.
  • Students and career changers interested in gaining insights into potential earnings in the tech sector.

Analysis of GitLab

Overall verdict

  • Yes, GitLab is generally considered a good platform, especially for teams looking for an integrated set of tools for software development and DevOps. Its features and flexibility make it a strong choice for many organizations.

Why this product is good

  • GitLab is a popular DevOps platform that provides a comprehensive suite of tools for software development, including version control, issue tracking, continuous integration/continuous deployment (CI/CD), and more. It is valued for its open-source model, strong security features, user-friendly interface, and a wide range of integrations. GitLab's all-in-one approach allows teams to manage their entire DevOps lifecycle from a single application, which can help improve collaboration and efficiency.

Recommended for

    GitLab is well-suited for developers, DevOps engineers, project managers, and teams that require robust CI/CD capabilities, strong security features, and an open-source platform that can be self-hosted or used as a cloud service. It is particularly beneficial for organizations looking for a comprehensive solution to streamline their development workflows.

Levels.fyi videos

How to Negotiate Your Tech Salary Simulation ft. Levels.fyi

More videos:

  • Review - Levels.fyi: 2020 Top Paying Tech Companies for Software Engineers (Year-End Report)

GitLab videos

Introduction to GitLab Workflow

More videos:

  • Review - GitLab Review App Working Session

Category Popularity

0-100% (relative to Levels.fyi and GitLab)
Job Boards
100 100%
0% 0
Code Collaboration
0 0%
100% 100
Hiring And Recruitment
100 100%
0% 0
Git
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 Levels.fyi and GitLab

Levels.fyi Reviews

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GitLab Reviews

  1. Reinhard
    ยท Boss at CLOUD Meister ยท
    perfect for Freelancers!

The Top 11 Static Application Security Testing (SAST) Tools
GitLabโ€™s in-context testing solution simplifies the development process by automating both application and infrastructure management on a single platform.Why We Picked GitLab: We like GitLabโ€™s automation of testing and compliance across development workflows. Its in-context testing minimizes license costs and reduces the learning curve.
The Top 10 GitHub Alternatives
GitLab is a web-based DevSecOps (take that, Call of Duty) platform that allows software development teams to plan, build, and ship secure code all in one application. GitLab offers a range of features and tools to support the entire software development lifecycle, from project planning and source code management to continuous integration, delivery, and deployment.
The Best Alternatives to Jenkins for Developers
CI/CD GitLab, as a complete DevOps platform, provides an integrated CI/CD solution along with its other features. If your team is already using GitLab for controlling versions and managing projects, the addition of GitLab CI/CD can be very smooth. The offering in CI/CD by GitLab is quite customizable and it backs up many programming languages as well as application test...
Source: morninglif.com
Top 7 GitHub Alternatives You Should Know (2024)
Most of the listed alternatives offer free tier plans for individuals or small teams. Tools like GitLab and Bitbucket allow users to host unlimited repositories without cost.
Source: snappify.com
Best GitHub Alternatives for Developers in 2023
While GitLab features an extensive set of capabilities, this can also serve as a weakness since beginners may find the developer tool overwhelming to begin with. The user interface compounds this issue by being outdated and unintuitive. GitLab could benefit from more third-party integrations, and its performance tends to struggle when dealing with large repositories or CI/CD...

Social recommendations and mentions

Based on our record, Levels.fyi seems to be a lot more popular than GitLab. While we know about 2290 links to Levels.fyi, we've tracked only 144 mentions of GitLab. 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.

Levels.fyi mentions (2290)

  • Nvidia's $20B Antitrust Loophole (Not an Acquisition)
    I was talking with a great-sounding few-person early startup (nice people, non-evil business, interesting work, etc.), and they wanted me to fill a highly-skilled role... in-office in a VHCOLA, for $110K and "0.5%" in usual option schedule. (Presumably also with the usual barriers to options ever being exercised or liquidated equitably.) Even fresh grads with no experience take home more in this town. I live to... - Source: Hacker News / 6 months ago
  • Ask HN: To those making 200k+ how did you get there?
    Hereโ€™s some resources: - https://levels.fyi - Reddit.com/r/cscareerquestions - Leetcode.com $200k is quite achievable both remote, IF you have experience. If you are brand new to the industry things have shifted and new grads are having a very tough time. Double or triple that was easily achievable remote from 2020 to 2023, but now likely requires going in-office in NYC, SF, or Seattle. The work life balance is... - Source: Hacker News / almost 2 years ago
  • Employees Who Stay in Companies Longer Than Two Years Get Paid 50% Less (2014)
    Nvidia is obviously an exception. Thatโ€™s like saying working at startups will lead to higher monetary rewards because โ€œlook at early Facebook employeesโ€, whereas your expected pay after 4 years at a startup is almost always lower than if you just worked at a medium to large company thatโ€™s public. (See https://levels.fyi). - Source: Hacker News / about 2 years ago
  • Google Sheets In C# โ€“ How To Build Your Own Levels.Fyi!
    Many developers are surprised to learn that levels.fyi, known for its tech salary data, initially ran on spreadsheets without a backend database. This example shows the potential of spreadsheets in managing web data and how you can start with something that works to optimize it later. We can do the same thing with Google Drive and Google Sheets in C#! - Source: dev.to / over 2 years ago
  • Best Companies by City for Software Engineers in Europe (please comment if anything is missing)
    Check levels.fyi , SoundCloud Level4, Level5 are barely reaching 100K with YOE 8-10 years. N26 - L4(Senior), L5(Lead) have avg TC around 80-85 and 100-105 respectively. Zalando for the interview process they have - Senior is around 90K and principal around 115K. That's kinda low. Source: over 2 years ago
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GitLab mentions (144)

  • Git and Unity: A Comprehensive Guide to Version Control for Game Devs
    We use GitHub here as an example, but there are also other hosts you could explore like GitLab and BitBucket. - Source: dev.to / about 2 months ago
  • Proudly Found Elsewhere
    Expertise. The SaaS provider is declaring: "I am good at XYZ; I can deliver it better than any of my competitors, and I constantly work to improve how I deliver it." Who do you think can better run GitLab, your already overworked Operations team, or GitLab itself? - Source: dev.to / 3 months ago
  • What Is Static Code Analysis and How Does It Work
    Integration Capabilities: How easily does it plug into your daily workflow? Look for deep integrations with your IDE, source control (like GitHub or GitLab), and especially your CI/CD pipeline. - Source: dev.to / 4 months ago
  • Navigating the NVIDIA Tech Ecosystem
    Connect your GitLab account for seamless version control. - Source: dev.to / 6 months ago
  • Web Check CI: Catch Browser Compatibility Issues Before They Break Production
    Web Check CI stands out because it is the first CI/CD module of its kind available for GitLab! It's built on Google's Baseline initiative, the new standard for web platform compatibility. Instead of guessing which features are safe to use, developers get authoritative answers based on real browser support data. - Source: dev.to / 9 months ago
View more

What are some alternatives?

When comparing Levels.fyi and GitLab, you can also consider the following products

Salary.com - A compensation and human resource management solutions application.

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.

PayScale - PayScale is an online salary, benefits and compensation information platform.

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

LeetCode - Practice and level up your development skills and prepare for technical interviews.

CircleCI - CircleCI gives web developers powerful Continuous Integration and Deployment with easy setup and maintenance.