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Best Decision Making software, apps and tools

39 hand-picked decision making tools, apps and resources, each one checked by a real person. 37 of them are free or have a free plan.

Updated

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Decision making tools help you choose with a clear head instead of going round in circles. Some give you thinking frameworks and mental models for weighing options, some compare apps and services side by side, and some simply settle small choices for you, like a fair random picker or a group poll for a date.

The resources here include model libraries such as Untools, comparison sites that list alternatives to a product, checklists and reference sites that answer a narrow question fast, and AI tools that argue several sides of a problem. Use them to lay out the options and the trade-offs, then set a deadline and decide. Most choices can be changed later, so save the long analysis for the ones that cannot.

All resources

Type

Pricing

Platform

39 resources

Levels.fyi

Pay data by company, role and level to help you judge and negotiate offers.

WebsiteFree planWeb

Lichess

A free, open-source chess site with games, puzzles and lessons.

WebsiteFreeWeb, iOS

ToS;DR

A project that rates and summarises the terms of service of popular websites.

WebsiteFreeWeb, Chrome

SaaSHub

A software directory for finding and comparing alternatives to any app.

WebsiteFreeWeb

Meta_Kim

A governed execution layer that clarifies intent and verifies results for AI coding assistants.

AI ToolFreeCross-Platform

deliberation

Ask Codex, Gemini, Grok and 400+ OpenRouter models for second opinions or arbiter-mediated decisions.

AI ToolFreemacOS, Windows

Showing 36 of 39

Decision Making at a glance

Counted from the listings on this page.

Pricing
Of 39 picks, 31 are completely free, 6 have a free plan and 2 are paid.
Highest rated
Fathom Analytics (4.8/5), Can I Use (4.8/5) and Lichess (4.8/5) have the highest ratings in our reviews.
Formats
Most common: Website (22), Web App (12), AI Tool (4) and YouTube Video (1).
Often also listed under
Research (15), Personal Productivity (8), Workflows (7) and Learning (6).
Platforms
Most listed: Web (36), Cross-Platform (7), Android (3) and iOS (3).
Best for
Picked most often for Developers (16), Professionals (16) and Personal Use (14).
Learning curve
30 beginner-friendly, 8 intermediate and 1 advanced.
Newest addition
Levels.fyi, added 7 November 2026.

Decision Making tools: common questions

Straight answers to what people ask before picking a tool.

What are the best decision making tools?
The highest-rated decision making picks in the directory right now are Fathom Analytics, Can I Use and Lichess. Each one is checked by hand, and the full list above is sorted by our recommendation.
What is the best free decision making tool?
Can I Use and Lichess are the top-rated completely free options. If a free plan is enough, Excalidraw is also worth a look.
How many decision making tools are listed?
39 decision making resources are listed: 31 completely free, 6 with a free plan and 2 paid. New ones are added as they are checked.

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