Software Alternatives, Accelerators & Startups

Last.fm VS FastAPI

Compare Last.fm VS FastAPI and see what are their differences

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Last.fm logo Last.fm

The world's largest online music service. Listen online, find out more about your favourite artists, and get music recommendations, only at Last.fm

FastAPI logo 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.
  • Last.fm Landing page
    Landing page //
    2023-08-17
  • FastAPI Landing page
    Landing page //
    2023-05-14

Last.fm features and specs

  • Personalized Recommendations
    Last.fm offers music recommendations tailored to the user's tastes based on their listening history.
  • Scrobbling
    The service tracks the music a user listens to across various platforms and devices, helping create a comprehensive listening profile.
  • Community Features
    Users can join groups, participate in discussions, and share music tastes with others, fostering a sense of community.
  • Discover New Music
    Last.fm helps users discover new artists and songs that they might like, making it easier for them to expand their musical horizons.
  • Visual Insights
    The platform provides graphs and charts that offer visual insights into a user's listening habits and trends over time.

Possible disadvantages of Last.fm

  • Subscription Costs
    Access to some of Last.fmโ€™s advanced features requires a subscription, which might not be ideal for all users.
  • Data Privacy Concerns
    The extensive tracking of listening habits may raise privacy concerns for some users.
  • Interface Complexity
    The user interface can be somewhat complex and cluttered, which might be challenging for new users to navigate.
  • Platform Dependency
    Its effectiveness relies on integration with other music services, meaning it is less useful if it doesnโ€™t sync well with the userโ€™s primary music platform.
  • Limited Offline Features
    Without an active internet connection, many of Last.fm's features become inaccessible, limiting its utility.

FastAPI features and specs

  • 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 of FastAPI

  • 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 of Last.fm

Overall verdict

  • Last.fm is considered a good platform for music enthusiasts who want to explore new music and understand their listening habits better. Its powerful scrobbling feature and community elements make it a valuable tool for music discovery.

Why this product is good

  • Last.fm is a music recommendation and discovery service that provides personalized music suggestions based on a user's listening habits. It allows users to track their music listening history, provides insights and statistics, and helps discover new music through recommendations and a rich community-driven database.

Recommended for

  • Music lovers seeking personalized recommendations.
  • Listeners who want to track and analyze their music habits.
  • Individuals interested in discovering new artists and songs.
  • Users who enjoy engaging with a community of music enthusiasts.

Analysis of FastAPI

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

Last.fm videos

DO NOT USE last.fm website review (BAD WEBSITE)

More videos:

  • Review - Music I Listened to in 2018 [last.fm]

FastAPI videos

FastAPI from the ground up

More videos:

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

Category Popularity

0-100% (relative to Last.fm and FastAPI)
Music
100 100%
0% 0
Developer Tools
0 0%
100% 100
Music Streaming
100 100%
0% 0
API Tools
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 Last.fm and FastAPI

Last.fm Reviews

The Best Spotify Alternatives In Music[Top 10]
Last.FM is a music streaming service that focuses on community-driven music discovery and recommendation. Users can create profiles, scrobble their music listening habits, and connect with others who share similar tastes. Last.FMโ€™s algorithm-driven recommendations provide users with personalized playlists and radio stations based on their listening history. The platform also...
Receiptify Alternatives โ€“ Websites like Receiptify
Last.fm tracks your music listening across various platforms and provides detailed analytics, such as your most listened-to tracks, artists, and genres. While it doesnโ€™t create receipts, it offers in-depth insights into your listening habits. For those interested in analytics and tracking over time, Last.fm provides a comprehensive overview of your musical tastes.
Top 10 Spotify Alternatives (Free/Paid) โ€“ 2024
Another entry, Last.FM has been a great option as one of the Spotify alternatives that has been available since 2002 and this makes it one of the oldest options available in this list.
9 Best Free Music Download Sites in 2022
Last.fm is the flagship product of Audioscrobbler's music engine design team. Users "record" tracks more than 10 million times a day to Last FM's servers, it's one of the world's largest social music platforms.
9 best free Spotify alternatives
Last.fm is more about music discovery than listening to what you already know: its famous "scrobbling" analyses the songs you listen to (not just on the site, but in desktop and mobile music apps too) and comes up with suggestions for similar music it thinks you'll like. Frustratingly many of the available tracks are just previews, and the free radio streaming is a paid-for...

FastAPI Reviews

  1. Kurslog team
    ยท Working at Kurslog ยท

    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 combination of Pydantic for data validation and built-in async support keeps our shared codebase clean, strictly typed, and reliable. But the biggest highlight for our cross-functional team is the automatic generation of interactive OpenAPI (Swagger) documentation. Our frontend and mobile developers no longer have to wait for backend engineers to manually update API docs; everything stays perfectly in sync automatically. It has drastically improved our team's communication and delivery speed.

    ๐Ÿ Competitors: Django, Flask, ExpressJS, Nest.js, Spring Boot
    ๐Ÿ‘ Pros:    Blazing fast performance (on par with nodejs and go)|Native asynchronous support out of the box|Automatic, interactive documentation generation (swagger/redoc)|Strict typing and data validation with pydantic
    ๐Ÿ‘Ž Cons:    Smaller plug-and-play ecosystem compared to older frameworks like django|Requires our architects to design the project structure and directory layout from scratch

The 20 Best Laravel Alternatives for Web Development
FastAPI, as the name hints, is a swift mover. Built on Starlette, itโ€™s all about speed and performance with Python. Crafting API masterpieces at the speed of light, now thatโ€™s something.
25 Python Frameworks to Master
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 frameworks like Django.
Source: kinsta.com
3 Web Frameworks to Use With Python
myapp/ is the main directory of your FastAPI application. It includes all the other files and directories needed for the application.static/ is a directory used to store static assets such as CSS, JavaScript, and image files. These assets are served directly by the web server and are typically used to add visual styling and interactivity to the application.css/, img/, js/...
Best Alternatives to FastAPI App Free for Windows (2021)
FastAPI Alternative โ€“ So many alternatives app to FastAPI that you must to know out there. And, looking for an ideal software was not easy matter. Lucky you, at this page you can find the best replacement app for FastAPI. So what you are waiting for, get the latest FastAPI alternative app for Windows 10 from this page.
Top 5 Back-End Frameworks to Consider for Web Development in 2021
FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints. It is fast when compared to other major Python frameworks like Flask and Django. FastAPI gives great flexibility to fulfill businessesโ€™ API needs in todayโ€™s evolving world.

Social recommendations and mentions

Based on our record, Last.fm should be more popular than FastAPI. It has been mentiond 2622 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.

Last.fm mentions (2622)

  • 'Death to Spotify': the DIY movement to get artists and fans to quit the app
    We used to have very good discoverability platforms, e.g. https://last.fm . Then streaming came along and destroyed everything. - Source: Hacker News / 10 months ago
  • The day I canceled my Spotify subscription
    I switched to https://qobuz.com, mainly for the high audio quality (it goes up to 192kHz 24bit, which is worth it for me as I have the necessary equipment to make use of this), but it also supports "Spotify quality" i.e. Mp3 quality/320 kbps, but I stayed for the experience. It does not really have an algorithm, there is one playlist "My weekly Q", which updates each week with songs that you could like. The only... - Source: Hacker News / over 2 years ago
  • Mr. Bungle - Nananana (lost fake song)
    Hi, anyone remember that song? I remember I downloaded it from ares and I liked it but unfortunately it wasn't by mr bungle, it was just mislabelled (like the toxic cover). If anyone has it around I would like to hear it again! On last.fm it comes up as some people listen to it from time to time. Any info you have, or the original artist, I'd appreciate it. From what I remember it sounded like a demo and just said... Source: over 2 years ago
  • 1970โ€™s music makes me feel the most alive. What music does that for you?
    Try last.fm, great website for recommending music. Those one's you suggested are a bit more jazzy than I usually listen to but maybe try What's Goin' On - Marvin Gaye. Talking Book, or Songs in the Key of Life - Stevie Wonder. Couple of my favorites. Source: over 2 years ago
  • Outjerked by last fm
    Average last.fm comment section to be fair. Source: over 2 years ago
View more

FastAPI mentions (312)

  • I Built My First Machine Learning API โ€” Here's Everything I Learned
    I used FastAPI, a Python framework built specifically for creating APIs quickly, with automatic validation and interactive documentation baked in. - Source: dev.to / 3 days ago
  • Shipping Sovereign SDK: Cryptographic Forensic Receipts and the End of the AI "Prose Tax"
    The Sovereign SDK is a Python-native framework designed to minimize prose overhead while generating ironclad, cryptographic execution receipts for AI agents, complete with drop-in FastAPI/Starlette ASGI middleware. - Source: dev.to / 3 months ago
  • 5-Minute AI Jobs and Closed Tabs โ€” Why We Built Replay-Then-Tail SSE
    We had a feature in production where a single user request could run for five-plus minutes โ€” fetch documents, chunk them, hit an LLM per chunk, synthesize a final answer. We did the obvious thing first: a FastAPI handler that ran the pipeline and streamed progress back to the browser over Server-Sent Events. - Source: dev.to / 4 months ago
  • FastAPI With LangChain and MongoDB
    FastAPI is a Python framework for building APIs quickly, efficiently, and with very little code. - Source: dev.to / 4 months ago
  • I Built A " CrowdSense AI " : A Scalable, Context-Aware Platform for Smart Stadiums
    Backend: Python-based FastAPI for its asynchronous I/O capabilities and rapid JSON serialization. - Source: dev.to / 4 months ago
View more

What are some alternatives?

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

Spotify - Map shows when two people play same song at same time

Flask - a microframework for Python based on Werkzeug, Jinja 2 and good intentions.

Pandora - Pandora Radio is a free (ad-supported) internet radio founded in 2000.

ExpressJS - Sinatra inspired web development framework for node.js -- insanely fast, flexible, and simple

Deezer - Deezer is a music streaming app created in France. It is available in 180 counties and gets 16 million users a month. 6 million of the users have paid subscriptions. Read more about Deezer.

Django - The Web framework for perfectionists with deadlines