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Evidently AI VS HTTP Toolkit

Compare Evidently AI VS HTTP Toolkit and see what are their differences

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Evidently AI logo Evidently AI

Open-source monitoring for machine learning models

HTTP Toolkit logo HTTP Toolkit

Beautiful, cross-platform & open-source tools to debug, test & build with HTTP(S). One-click setup for browsers, servers, Android, CLI tools, scripts and more.
  • Evidently AI Landing page
    Landing page //
    2023-08-19
  • HTTP Toolkit
    Image date //
    2024-11-03

Evidently AI

Website
evidentlyai.com
Pricing URL
-
$ Details
-
Platforms
-
Edit details

HTTP Toolkit

Website
httptoolkit.com
Pricing URL
Official HTTP Toolkit Pricing
$ Details
freemium €7.0 / Monthly (for a Pro subscription)
Platforms
Windows Linux Mac OSX Cross Platform GraphQL API JavaScript Android iOS Docker
Startup details
Country
Spain
State
Barcelona
City
Barcelona
Founder(s)
Tim Perry
Employees
1 - 9
Edit details

Evidently AI features and specs

  • Automated Monitoring
    Evidently AI provides automated monitoring of machine learning models, which helps in identifying performance degradation or drift, ensuring models remain accurate and reliable over time.
  • User-Friendly Interface
    The platform offers a user-friendly interface that allows practitioners with varying levels of expertise to easily navigate through features and monitor models effectively.
  • Comprehensive Reporting
    Evidently AI generates detailed reports that include key metrics and insights about model performance, making it easier to communicate findings with stakeholders.
  • Integration Capabilities
    It can be integrated seamlessly with existing data pipelines and machine learning infrastructures, allowing for more streamlined workflows.
  • Open Source
    As an open-source tool, Evidently AI enables greater flexibility and customization, allowing users to modify and extend its features to suit specific needs.

Possible disadvantages of Evidently AI

  • Limited Advanced Features
    While Evidently AI covers basic and intermediate monitoring needs well, it may lack some of the more advanced features offered by other specialized commercial platforms.
  • Dependency Management
    Being open-source, managing dependencies and ensuring compatibility with other tools or libraries can sometimes be challenging and may require additional effort.
  • Resource Intensive
    The tool may require significant computational resources for large scale models or big datasets, which could be a limitation for some users.
  • Initial Setup Complexity
    Initial setup and configuration of the platform might be complex for users without a strong technical background, potentially causing a steeper learning curve.

HTTP Toolkit features and specs

  • Ease of Use
    HTTP Toolkit provides a user-friendly interface that makes it simple for developers to intercept, view, and debug HTTP traffic without needing extensive setup or configuration.
  • Cross-Platform Compatibility
    HTTP Toolkit is available on multiple platforms (Windows, macOS, and Linux), ensuring a broad usability across different operating systems.
  • Open Source
    Being open-source, HTTP Toolkit allows for community contributions and transparency. Developers can inspect, modify, and enhance the tool to better suit their needs.
  • Comprehensive Debugging Features
    It allows for detailed analysis of HTTP requests and responses, including the ability to edit live traffic, simulating various networking conditions, and automatically retrying requests.
  • Integrations and Plugins
    HTTP Toolkit supports a range of common integrations and plugins for popular tools and services, which helps extend its functionality seamlessly.
  • SSL & HTTPS Support
    Has robust support for SSL and HTTPS, allowing for the interception and debugging of secure traffic in a straightforward manner.

Evidently AI videos

+ Add

How to Monitor Machine Learning Models (Evidently AI)

HTTP Toolkit videos

+ Add

HTTP Toolkit Demo

Category Popularity

0-100% (relative to Evidently AI and HTTP Toolkit)

Evidently AI

HTTP Toolkit

AI
100 100%
AI
0% 0
Developer Tools
36 36%
Developer Tools
64% 64
Software Development
0 0%
Software Development
100% 100
Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Evidently AI and HTTP Toolkit

Evidently AI Reviews

We have no reviews of Evidently AI yet.
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HTTP Toolkit Reviews

Top 10 HTTP Client and Web Debugging Proxy Tools (2023)
HTTP ToolKit is an open-source tool for debugging. It works with the three main OS and has good features attached to it. Just with a click, it can intercept and view all your HTTP(s). Compared to others, it targets interception of HTTP and HTTPS automatically from clients, with the inclusion of Android applications and browsers, desktop browsers, backend, and scripting...
Source: www.bestproxyreviews.com
12 HTTP Client and Web Debugging Proxy Tools
HTTP Toolkit supports standard HTTP debugger features including breakpoints & rewriting HTTP(S) traffic, filtering and searching collected traffic, and highlighting & autoformatting for many popular request & response body formats. Core features to intercept, inspect & rewrite HTTP(S) are all available for free, while some advanced premium features like import/export and...
Source: geekflare.com
Best Postman Alternatives: Fastest API Testing Tools
For debugging, testing, and building APIs with HTTPs, you can effectively use HTTP Toolkit because it is built for this purpose. Also, this is the reason why it is known as a good Postman alternative for various purposes.
Source: www.pcstacks.com
Comparing Charles Proxy, Fiddler, Wireshark, and Requestly
On the pricing front, Requestly strikes a balance between affordability and functionality. It is an open-source tool, offering freemium to individual developers and affordable pricing plans for team collaboration. We have also clearly differentiated how Requestly differs from Wireshark and other web debugging tools like Proxyman, Modheader, and HTTP ToolKit separately.
Source: dev.to

Social recommendations and mentions

Based on our record, HTTP Toolkit seems to be a lot more popular than Evidently AI. While we know about 26 links to HTTP Toolkit, we've tracked only 2 mentions of Evidently AI. 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.

Evidently AI mentions (2)

  • [D] Using MLFlow for model performance tracking
    It is doable. However the main focus of MLFlow is in experiment tracking. I would suggest for you to look into another monitoring tools such evidentlyai . You can track more things than performance (e.g.data drift). Which may be helpful in a production setting. Source: almost 3 years ago
  • Five Data Quality Tools You Should Know
    Evidently is an open-source Python library that analyzes and monitors machine learning models. It generates interactive reports based on Panda DataFrames and CSV files for troubleshooting models and checking data integrity. These reports show model health, data drift, target drift, data integrity, feature analysis, and performance by segment. - Source: dev.to / over 3 years ago

HTTP Toolkit mentions (26)

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What are some alternatives?

When comparing Evidently AI and HTTP Toolkit, you can also consider the following products

ML5.js - Friendly machine learning for the web

Proxyman.io - Proxyman is a high-performance macOS app, which enables developers to view HTTP/HTTPS requests from apps and domains.

ML Showcase - A curated collection of machine learning projects

Charles Proxy - HTTP proxy / HTTP monitor / Reverse Proxy

Lobe - Visual tool for building custom deep learning models

mitmproxy - mitmproxy is an SSL-capable man-in-the-middle proxy for HTTP.

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