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FinFeedAPI VS assertpy

Compare FinFeedAPI VS assertpy and see what are their differences

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FinFeedAPI logo FinFeedAPI

Developer-first market data API

assertpy logo assertpy

A straightforward assertion library for Python.
  • FinFeedAPI
    Image date //
    2025-05-09
  • FinFeedAPI
    Image date //
    2025-05-09
  • FinFeedAPI
    Image date //
    2025-05-09

FinFeedAPI is the simplest and most useful stock & currency exchanges information API for developers building financial applications. Get real-time stock prices, currency exchange information, company financials, and corporate actions through a single, developer-friendly endpoint. Simple pricing. Zero enterprise bloat.

  • assertpy Landing page
    Landing page //
    2022-11-06

FinFeedAPI

$ Details
freemium $49 / Monthly
Release Date
2025 March
Startup details
Country
United Kingdom
City
London
Founder(s)
Artur Pietrzyk
Employees
1 - 9

assertpy

Website
github.com
Pricing URL
-
$ Details
-
Release Date
-
Categories

FinFeedAPI features and specs

  • Historical stock prices
    Data on 11K+ companies with unlimited historical data loopback period
  • Real time & historical currency prices
    Access up-to-date and historical pricing between fiat and crypto assets with a single request.
  • Reference data
    Company profiles, corporate actions, and market events - all structured, normalized, and ready to use.
  • REST API
    Stateless API providing the widest range of data.
  • WebSocket API
    Real-time updates about currency prices for applications that need continuous data feeds, such as trading platforms or live dashboards.
  • FIX API
    High-speed protocol for real-time financial data exchange between liquidity providers, traders, and regulators.
  • Unified API interface
    Access our full range of financial data through a single, unified API ecosystem
  • Custom integrations
    Integrate our stock data API with your project, regardless of its size, tech stack and architecture
  • Docs & SDK
    Best in class documentation allowing you to connect our API in minutes

assertpy features and specs

  • Fluent API
    Assertpy offers a fluent API that makes assertions more readable and expressive, enabling developers to write assertions in a natural language style that is easy to understand.
  • Chainable Assertions
    It allows for chainable assertions, enabling multiple checks to be performed in a single line of code, thereby reducing verbosity and enhancing clarity.
  • Comprehensive Assertion Methods
    The library provides a wide range of built-in assertion methods, catering to various types of data validations, such as checking for size, type, value, and more.
  • Extensibility
    Assertpy supports extending its functionality by defining custom assertions, allowing developers to tailor it to their specific needs.
  • Pythonic
    Designed with Pythonic principles in mind, Assertpy fits seamlessly into Python projects, enabling idiomatic and consistent code style.

Possible disadvantages of assertpy

  • Learning Curve
    Developers new to the library may encounter a learning curve due to the distinct approach of using fluent and chainable assertions as opposed to traditional methods.
  • Limited by Python Version
    The library may have limitations in terms of compatibility with older versions of Python, requiring users to ensure their environment is up-to-date.
  • Performance Overhead
    The additional abstraction layer introduced by a fluent interface might introduce some performance overhead, especially in performance-critical or resource-constrained environments.
  • Less Community Support
    Compared to more established testing libraries, Assertpy might have less community support and fewer resources available for resolving issues or getting help.
  • Dependency Management
    Using a third-party library introduces additional dependencies to manage, which could complicate project maintenance and compatibility.

Analysis of FinFeedAPI

Overall verdict

  • FinFeedAPI is a solid choice for developers and businesses needing reliable, real-time financial market data through a modern, developer-friendly API. It offers good documentation and coverage across multiple asset classes, making it a competitive option in the financial data space.

Why this product is good

  • Provides real-time and historical financial market data across stocks, forex, crypto, and other asset classes
  • Developer-friendly API with clear documentation and straightforward integration
  • Reliable data delivery with reasonable uptime and low latency for time-sensitive applications
  • Flexible pricing tiers that can accommodate both startups and larger enterprises
  • Supports building trading apps, dashboards, and analytics tools without needing to source raw data yourself

Recommended for

  • Fintech startups building trading or investment platforms
  • Developers creating financial dashboards or market analytics tools
  • Quantitative analysts and algorithmic traders needing programmatic data access
  • Businesses that require aggregated market data without maintaining their own data pipelines
  • Educational or research projects analyzing financial markets

Analysis of assertpy

Overall verdict

  • assertpy is a well-regarded, lightweight assertion library for Python that provides a fluent, chainable API for writing readable and expressive test assertions, making it a solid choice for improving test clarity.

Why this product is good

  • Offers a fluent, chainable assertion syntax that makes tests more readable and self-documenting
  • Comprehensive built-in assertions for strings, numbers, lists, dicts, files, dates, and more
  • Produces clear, descriptive failure messages that speed up debugging
  • Lightweight with minimal dependencies and easy to integrate into existing test suites
  • Framework-agnostic, working seamlessly with pytest, unittest, and other test runners
  • Actively maintained open-source project with good documentation and community support

Recommended for

  • Python developers who want more readable and expressive test assertions
  • Teams using pytest or unittest looking to enhance assertion clarity
  • Projects that value descriptive failure messages for faster debugging
  • Developers coming from fluent assertion libraries in other languages (like AssertJ or Chai)
  • QA engineers and testers writing maintainable, self-documenting test code

Category Popularity

0-100% (relative to FinFeedAPI and assertpy)
APIs
100 100%
0% 0
Testing
0 0%
100% 100
API
100 100%
0% 0
Python
0 0%
100% 100

Questions & Answers

As answered by people managing FinFeedAPI and assertpy.

What's the story behind your product?

FinFeedAPI's answer

FinFeedAPI is a product developed by the team behind CoinAPI. CoinAPI was founded in 2017 by Artur Pietrzyk, initially stemming from a personal project to build high-frequency market-making models for cryptocurrency markets. Recognizing the broader need for reliable and unified access to exchange data, he launched CoinAPI to provide this infrastructure to others. ย 

FinFeedAPI represents an evolution and expansion of this expertise. It leverages the CoinAPI team's experience in collecting, processing, and delivering complex financial data (initially focused on cryptocurrencies) to offer similar high-quality services for a broader range of traditional financial assets, specifically stocks and fiat currencies, alongside crypto. The aim is to provide a superior, cleaner, and more structured way for users to access this vital financial information.

Who are some of the biggest customers of your product?

FinFeedAPI's answer

While we maintain confidentiality regarding specific client names unless publicly disclosed as partners or in case studies, our target customers mirror the high standards and diverse needs of those served by our sister company, CoinAPI.

The team behind FinFeedAPI has a strong track record, through CoinAPI, of serving a demanding global clientele. This includes:

  • Institutional Trading Firms and Market Makers: Requiring high-speed, reliable data for their operations (CoinAPI, for instance, has provided solutions for firms like LMAX DIGITAL, B2C2, Wintermute, and GSR through specific services).
  • Fintech Innovators and Application Developers: Building cutting-edge financial products and services.
  • Enterprise Clients: Utilizing data for analytics, risk management, and strategic decision-making (e.g., CoinAPI's collaboration with Wyden for institutional digital asset trading solutions).

FinFeedAPI is committed to providing this same caliber of robust data solutions and dedicated support to businesses and developers across the traditional and digital financial markets, from startups to established enterprises. We focus on building long-term partnerships by delivering exceptional data quality and service.

Which are the primary technologies used for building your product?

FinFeedAPI's answer

  • Versatile API Protocols: We offer multiple ways to access data, including: REST API: For flexible querying of historical data, reference data, and other financial information. WebSocket API: For streaming real-time data, ensuring low-latency updates for live applications. FIX (Financial Information eXchange) API: A standard protocol in the financial industry for high-speed, real-time data transmission, often preferred by institutional clients.
  • Modern Web Standards: Our APIs support efficient data transfer protocols like HTTP/1.1, HTTP/2, and HTTP/3.
  • Comprehensive SDKs: We provide SDKs for various popular programming languages to simplify and accelerate the integration process for developers.
  • Scalable Cloud Infrastructure: Our platform is built on a resilient cloud infrastructure designed to handle large data volumes, ensure high availability, and deliver low-latency performance globally.
  • Data Security: We employ encrypted protocols and robust security measures to protect data in transit and ensure the integrity and confidentiality of information.

How would you describe the primary audience of your product?

FinFeedAPI's answer

Our primary audience consists of businesses, developers, and financial professionals who require accurate and timely financial market data to power their applications, strategies, and decision-making processes. This includes:

  • Fintech Companies & Software Developers: Those building financial applications, trading platforms, analytics tools, payment systems, and other data-driven financial services.
  • Algorithmic Traders & Quantitative Analysts: Professionals who need reliable, low-latency real-time data and deep historical datasets for developing, backtesting, and executing trading strategies.
  • Financial Institutions & Enterprises: Banks, investment firms, and corporations requiring data for market analysis, risk management, portfolio valuation, internal analytics, and regulatory compliance.
  • Individual Traders & Investors: Sophisticated individual market participants looking for professional-grade data to inform their trading and investment decisions.
  • Researchers & Academics: Those conducting financial market research who need access to comprehensive and reliable historical data.

What makes your product unique?

FinFeedAPI's answer

  • Expertise Applied to Broader Markets: It is built by the seasoned team behind CoinAPI, leveraging years of specialized experience in handling complex, high-velocity cryptocurrency data. FinFeedAPI uniquely applies this deep technological expertise to a wider array of traditional financial assets, including global stocks and fiat currencies, alongside a comprehensive crypto offering.
  • Commitment to Superior Data Quality & Structure: We focus relentlessly on providing exceptionally clean, accurate, and well-structured financial data. We aim to simplify the complexities often associated with financial data ingestion, offering normalized insights from trusted sources.
  • Unified Access to Diverse Asset Classes: FinFeedAPI offers a cohesive, single API ecosystem for accessing what has often been siloed data types: stocks (covering over 11,000 companies), fiat currencies, and cryptocurrencies (over 190 assets). This unified approach streamlines data integration for users.
  • Developer-Centric Innovation: Born from a culture of solving complex data challenges for developers, FinFeedAPI emphasizes ease of integration, robust documentation, and versatile API tools (including REST, WebSocket, and FIX protocols), letting fellow developers build innovative financial products more efficiently.

Why should a person choose your product over its competitors?

FinFeedAPI's answer

  • Enhanced Reliability and Trust: With our commitment to high-quality data and the proven track record of the CoinAPI team (trusted since 2017), you can depend on the accuracy and consistency of the financial information you receive, minimizing errors and building with confidence.
  • Accelerated Development & Integration: Our developer-centric platform, featuring clear documentation, a versatile suite of APIs (REST, WebSocket, potentially FIX), and comprehensive SDKs, allows your team to integrate financial data faster and more efficiently, reducing time-to-market for your applications and projects.
  • Comprehensive Data for Diverse Needs: Access extensive historical data and high-frequency real-time updates (as fast as every 100ms for some currency feeds) across global stocks and a wide array of currencies. This breadth of coverage supports a multitude of use cases, from analytics to demanding trading applications. ย 
  • Performance & Scalability: Our enterprise-grade infrastructure is engineered for high uptime, low latency, and scalability. This ensures that our service can reliably support your needs as your data consumption or application load grows.
  • Dedicated Support: Benefit from the support of a team that is passionate about data and dedicated to helping its users succeed.

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What are some alternatives?

When comparing FinFeedAPI and assertpy, you can also consider the following products

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SiftingIO - SiftingIO provides real-time and historical market data APIs for stocks, FX, crypto, commodities, DEX, and on-chain markets through REST and WebSocket.