Mage

Give your data team magical powers!

★★★★★ 5.0/5
FactScore™ 47.7
VS

Pythagora

World’s first all-in-one AI dev platform

★★★★☆ 4.3/5
FactScore™ 54.1

Updated February 2026

Mage Pythagora
Rating 5.0★ 4.3★
Reviews 8 17
Pros 13 11
FactScore™ 47.7 54.1

FactScore™ Comparison

FactScore™ weighs both quality (rating) and popularity (reviews) for a fairer ranking than stars alone.

47.7
Mage FactScore™
👑
54.1
Pythagora FactScore™
★ Pythagora wins on FactScore™

Pros & Cons

Only in Mage — Pros

Excellent UI and UX User-friendly Rapid development Easy setup Guided suggestions Python, SQL, and R support Responsive support AI-in-a-box Data integration Data preparation wizard Fraud scoring Open source Robust monitoring

Both tools — Pros

Only in Pythagora — Pros

AI development platform Rapid app development Automated integration tests Detailed reporting Potential for market disruption Solid UI and functional backend Coding assistant Customizable test scenarios Improves developer productivity Supports junior developers Test scheduling

Only in Mage — Cons

No GET-webhooks support

Both tools — Cons

Only in Pythagora — Cons

Complex application limitations Navigation issues Slow performance Unfinished platform Unresponsive website Buggy Subscription management issues

Details

Mage Pythagora
Categories Code editors, Data analysis tools, Automation tools, Databases and backend frameworks Code editors, AI Coding Agents, LLMs, AI Code Editors
Platforms Web Web
Became Popular March 11, 2022 March 29, 2023
Website www.mage.ai www.pythagora.ai

Who Should Pick Which?

Choose Mage if...

  • Excellent UI and UX
  • User-friendly
  • Rapid development

Choose Pythagora if...

  • AI development platform
  • Rapid app development
  • Automated integration tests

With a FactScore™ of 47.7 vs 54.1, Pythagora leads in community reception. Mage uniquely offers Excellent UI and UX and User-friendly, while Pythagora stands out for AI development platform and Rapid app development.

3

What Users Say

Mage

G
Guillaume Mar 11, 2022
★★★★★

The Ember Fund team has been using Mage for about a year now, we use the platform for personalization on our investment products and fiat crypto on-ramps. The tool has also helped us going from 0 t...

A
Alex Mar 11, 2022
★★★★★

We're a mobile app in the crypto space. We've been using Mage for almost a year now. This is a ground breaking product with an amazingly talented, whip smart, hard working and fun to work with team...

D
Danny Mar 11, 2022
★★★★★

Such a powerful tool with elegant and intuitive UI. Mage is not only making AI accessible for everyone, it's making it FUN!

Pythagora

M
M Oct 9, 2025
★☆☆☆☆

I’m very disappointed with this tool. I specifically asked for a version without a login page, but the responses I received didn’t address my request. I tried using 4–5 different Pythagora accounts...

A
Atharva Apr 1, 2023
★★★★★

As a software developer, I know firsthand how time-consuming and error-prone integration testing can be. That's why I'm excited to see Pythagora Automated Integration Tests - it looks like a powerf...

D
Drago Apr 1, 2023
★★★★★

Hey guys, this looks great! Do you have any estimate on when you'll start supporting other web frameworks, e.g. Rails? I'd love to play with it but I'm mostly working in Rails.

Frequently Asked Questions

Which is better, Mage or Pythagora?

Based on FactScore™, Pythagora leads with a score of 54.1 vs 47.7. Pythagora has a higher rating of 4.3★ compared to 5.0★.

What are the pros of Mage compared to Pythagora?

Mage uniquely offers: Excellent UI and UX, User-friendly, Rapid development, Easy setup, Guided suggestions.

What are the pros of Pythagora compared to Mage?

Pythagora uniquely offers: AI development platform, Rapid app development, Automated integration tests, Detailed reporting, Potential for market disruption.

Is Mage better rated than Pythagora?

Mage is rated 5.0★ from 8 reviews. Pythagora is rated 4.3★ from 17 reviews.

What is the FactScore™ of Mage and Pythagora?

FactScore™ weighs rating and review volume together. Mage scores 47.7 and Pythagora scores 54.1.

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