Software Alternatives & Startups

Ezoic VS FastAPI

Compare Ezoic VS FastAPI and see what are their differences

Ezoic

Improve & test ads, layouts, & content using artificial intelligence to increase website ad revenue & UX metrics. Google Adsense & Google Publishing Partner

Rating
0 reviews
FastAPI

FastAPI is an Open Source, modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.

Rating
5.0 · 1 review
Pricing
Open source Free
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.

Which is more popular?

Based on our record, FastAPI seems to be a lot more popular than Ezoic. While we know about 319 links to FastAPI, we've tracked only 2 mentions of Ezoic.

social mentions
2 vs 319
Ad Networks popularity
100% vs 0%
alternatives listed
121 vs 240+

Base details

Website, pricing, platforms and company facts side by side.

Ezoic
FastAPI
Website ezoic.com fastapi.tiangolo.com
Pricing
Open source Free
Company — Startup from Colombia
Listed in

Features and specs

What each product offers, as listed by its team.

Ezoic 6 features
FastAPI 7 features
  • Revenue Optimization
    Ezoic uses machine learning to test ad placements and formats, optimizing the combination that generates the highest revenue for publishers.
  • User Experience
    Advanced testing algorithms focus on balancing revenue generation and user experience, ensuring that site visitors are not overwhelmed by ads.
  • Analytics
    Detailed analytics and reporting provide insights into how different ad placements perform, helping publishers to make informed decisions.
  • Ad Partner Network
    Ezoic partners with multiple ad networks, providing access to a vast pool of advertisers and potentially higher CPMs (cost per thousand impressions).
  • Site Speed
    Ezoic offers tools and applications aimed at improving site speed, such as its Site Speed Accelerator, which can enhance page load times.
  • Support
    Ezoic provides a range of support options, including a knowledge base, community forums, and dedicated account managers for larger publishers.

Possible disadvantages

  • Learning Curve
    The platform can be complex for beginners, requiring time to understand and set up the various features and tools effectively.
  • Revenue Share
    Ezoic operates on a revenue-sharing model, meaning that a portion of ad revenue is taken as a fee for using their platform.
  • Initial Impact on UX
    During the initial testing phase, users may experience disruptions or a temporary decline in user experience as the system optimizes ad placements.
  • Third-Party Dependencies
    Relying on Ezoic means depending on their technology and updates, which may sometimes affect the publisher's control over ad placements and formats.
  • Payment Threshold
    There is a minimum payment threshold, which may be a barrier for smaller publishers who struggle to meet the required earnings amount.
  • Site Integration
    Integrating Ezoic with pre-existing websites can sometimes be technically challenging, requiring adjustments to site code and settings.
  • High Performance
    Built on Starlette and Pydantic, FastAPI is one of the fastest frameworks for Python, providing high performance due to its asynchronous request handling.
  • Automatic Interactive API Documentation
    FastAPI automatically generates interactive API documentation via Swagger UI and ReDoc, which are very helpful for development and testing.
  • Type Checking and Validation
    With Pydantic models and Python type hints, FastAPI provides automatic data validation and type checking, reducing the chance of runtime errors.
  • Ease of Use
    Its syntax and design make it easy to learn for Python developers, offering a smooth development experience while reducing boilerplate code.
  • Asynchronous Support
    FastAPI supports asynchronous programming, allowing for better performance for I/O-bound operations, making it optimal for handling many simultaneous connections.
  • Extensive Documentation
    It has comprehensive and well-structured documentation, which is very useful for both beginners and advanced users.
  • Community and Ecosystem
    FastAPI has a growing community and ecosystem, with many plugins and integrations available to extend its functionality.

Possible disadvantages

  • Learning Curve for Asynchronous Programming
    Although FastAPI itself is easy to learn, grasping the concepts of asynchronous programming in Python can be challenging for beginners.
  • Complex Dependencies
    Using Pydantic for advanced validation can make the request models complex, requiring a deeper understanding of Pydantic and its functionalities.
  • Early Stage Libraries
    Some third-party libraries and extensions specifically tailored for FastAPI might still be in early stages of development and lack long-term stability.
  • Limited Real-World Examples
    Although the documentation is extensive, there might be limited real-world examples and case studies readily available compared to more mature frameworks.
  • Deployment Complexity
    Deploying FastAPI applications might be more complex in comparison to traditional synchronous frameworks, mainly due to the need for asynchronous server setups.

Analysis

An editorial look at what each product does well and who it suits.

Ezoic
FastAPI

Overall verdict

  • Overall, Ezoic is a reputable and effective tool for publishers looking to optimize their ad earnings and site performance. However, like any service, its effectiveness can vary based on the specific characteristics and traffic profile of a website. Some users report significant revenue improvements, while others may experience a learning curve with its features.

Why this product is good

  • Ezoic is a platform that provides website publishers with tools to optimize ad placements and improve their site's performance. Utilizing machine learning, Ezoic automates the process of testing different ad placements to enhance user experience while maximizing revenue. It offers features such as layout testing, site speed acceleration, and data analytics. The platform is generally considered good for publishers looking to increase their revenue through better ad management without manually handling complexities.

Recommended for

  • Small to medium-sized website publishers looking to maximize ad revenue.
  • Website owners interested in automated testing and layout optimization.
  • Publishers seeking a data-driven approach to site performance and ad management.

Overall verdict

  • FastAPI is widely regarded as a good choice, especially for applications that require high performance, scalability, and modern Python features. It is suitable for both simple and complex projects, making it a versatile tool in the web development ecosystem.

Why this product is good

  • FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints. It is built on top of Starlette for web framework capabilities and Pydantic for data validation and settings management. FastAPI is known for its excellent performance, automatic generation of interactive API documentation (with Swagger and Redoc), and support for asynchronous programming. Developers appreciate its ease of use, detailed documentation, and helpful error messages.

Recommended for

  • Developers building RESTful APIs
  • Teams looking for a high-performance ASGI-based web framework
  • Projects that require asynchronous programming capabilities
  • Applications needing automatic generation of interactive API documentation
  • Python developers who prefer utilizing type hints for code clarity and validation

Videos

Walkthroughs and reviews on video.

Ezoic 3 videos + Add
FastAPI 3 videos + Add

Ezoic Review - How To Make Passive Income with Advertising

More videos

  • - Ezoic Review & Case Study (2019 Results: XX Increase?)
  • - Ezoic Review, Setup, and Tutorial for Maximizing Google AdSense Publisher Revenue

FastAPI from the ground up

More videos

  • - 30 Days of Python - Day 14 - Web App with Flask, FastAPI, ngrok, and Invictify - Python TUTORIAL
  • - [PT] Python - API com FastAPI - Chat | twitch.tv/codeshow

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Ezoic
FastAPI
100% 100%
0% 0%
0% 0%
100% 100%
100% 100%
0% 0%
0% 0%
100% 100%

User comments

Share your experience with using Ezoic and FastAPI. For example, how are they different and which one is better?

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Reviews and articles

External articles and on-site reviews we used to compare the two products.

Ezoic no reviews yet
FastAPI 5.0 · 1 review

View more

  • Rated 5/5 by Kurslog team
    SaaSHub review
    · Apr 2026

    When our backend team needs to build services for data parsing, aggregators, or high-load APIs, FastAPI is our absolute go-to choice. It completely lives up to its name-development speed is outstanding. The...

  • The 20 Best Laravel Alternatives for Web Development
    tms-outsource.com · Jan 2024

    FastAPI, as the name hints, is a swift mover. Built on Starlette, it’s all about speed and performance with Python. Crafting API masterpieces at the speed of light, now that’s something.

  • 25 Python Frameworks to Master
    kinsta.com · Oct 2023

    Since its release in 2018, it has rapidly gained popularity due to its great performance and simplicity. In fact, according to PyPi Stats, FastAPI has over 9 million monthly downloads, surpassing even full-stack...

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Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

Ezoic 2 mentions
FastAPI 319 mentions
  • European owned ad-network?
    That's a balanced and independent opinion I am sure. You have plugged Ezoic 3 times in this thread alone (your only 3 posts on reddit) and use an ezoic.com email address so forgive me if I don't take this as a particularly valuable... Source: over 4 years ago
  • How to get Google AdSense Approval quickly (Ultimate Guide)
    Today I am going to guide to Our Guide of How to get Google AdSense Approval quickly. As we mostly know, Google AdSense is the Most known and Best Paying Advertising Network for Many Bloggers apart from Ezoic… Read more.. Source: over 5 years ago
  • Turn a docs site into RAG-ready Markdown chunks in 5 minutes (no scraper code)
    Import os From apify_client import ApifyClient Client = ApifyClient(os.environ["APIFY_TOKEN"]) Run = client.actor("blueberry_rainstorm/web-page-to-markdown").call(run_input={ "urls": [], # only the sitemap... - Source: dev.to / 1 day ago
  • How to deploy a FastAPI app on Ownkube
    FastAPI is fast to run locally with uvicorn app.main:app --reload, and the production version of that command is not much longer. Production adds three things: a process manager that restarts a crashed worker, config read from... - Source: dev.to / 13 days ago
  • Mémoire des Anciens: The Grimoire of Souls
    Backend: a FastAPI app, started with uvicorn main:app --port 8000. - Source: dev.to / 14 days ago

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Alternatives to Ezoic and FastAPI

When comparing Ezoic and FastAPI, you can also consider the following products.