#34 in Code AssistantsUpdated 2026-08

Spyder

by Spyder · Open-source Python IDE for scientific and data work

28 — BenchRank score out of 100

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Overview

Spyder is a Python IDE for scientists, data analysts and engineers, built around running code and inspecting the results. It bundles an editor, variable explorer, help pane and plot browser, with integration for Matplotlib, Pandas, NumPy, Conda and SymPy. Projects, code analysis and code search are included for moving from single scripts to reusable modules.

Best for: Scientists, data analysts and engineers who want an interactive Python IDE for iterative work
Pricing: No prices are shown; the site states an MIT Licence and says the project is funded by sponsors and user donations through Open Collective.
Runs on: macOS

Strengths and trade-offs

Strengths

Built around short iteration cycles and quick feedback
Out-of-the-box integration with Matplotlib, Pandas and NumPy
Variable explorer, plot browser and inline help in one window
MIT-licensed, with source on GitHub and one-click installers

Trade-offs

Only macOS downloads are listed; no Windows or Linux installer shown
Site shows no support offering; funded by donations and sponsors
Python-focused; no other languages are mentioned

How this score is made up

Each dimension is scored out of 100 and combined into the headline score using fixed weights.

MCP support: 0 out of 100
API quality: 0 out of 100
Documentation: 45 out of 100
Agent friendliness: 40 out of 100
Pricing transparency: 15 out of 100
Changelog: 100 out of 100
Marketing site structure: 60 out of 100
Operational trust: 0 out of 100

Measured, but not part of the score

Useful to know, but not a mark for or against the product — so these do not affect the ranking.

Openness: 60 out of 100
Maintenance: 100 out of 100

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