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Side-by-side comparison · Productivity & Notes

Glean vs Shortwave vs Todoist

Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.

Glean

4.0

Free to start

Shortwave

4.2

From $18/mo

Best overall

Todoist

4.3

From $7/mo

Comparing 3 tools, the maximum.

At a glance

Pick it if: Mid-size and large companies whose knowledge is scattered across many apps and teams.

Pick it if: Busy Gmail and Google Workspace users who want AI to search, sort and draft their email.

Best overallBest valueEasiest to use

Pick it if: Anyone who wants a dependable task list that is fast to use and stays out of the way.

Overview

AttributeGleanShortwaveTodoist
In one lineSearches and answers questions across all your company's apps, with agents on top.AI email app for Gmail that searches, sorts, drafts and acts on your inbox for you.A simple to-do list that works everywhere and understands plain-English due dates.
Pricing modelPaidFreemiumFreemium
Starting priceSee website$18/mo$7/mo
Free plan No Yes Yes
Works with Claude Code Yes No Yes

Rating breakdown

Our scores out of 5. The higher bar in each row is highlighted.

AttributeGleanShortwaveTodoist
Overall rating4.04.24.3Winner
Ease of useHow quickly someone non-technical gets value from it.
4.5
4.0
5.0
FeaturesHow completely it covers its own job, and how well the pieces fit together.
4.5
4.5
4.0
Output qualityHow good the results are before you fix them.
4.0
4.5
3.5
Value for moneyWhat you get for the price, including the free plan.
3.0
4.0
4.5
Speed & reliabilityHow fast it is and how often it falls over.
4.0
4.0
4.5

Feature comparison

A tick means it does this today. A dash means we haven't checked.

AttributeGleanShortwaveTodoist
Access & platform
Free plan No Yes Yes
Mobile app Yes Yes Yes
Desktop app– Yes Yes
Browser extension Yes– Yes
API access Yes– Yes
Teams & business
Team workspace Yes Yes Yes
Enterprise plan or SSO Yes– No
Connects to other apps Yes Yes Yes
Open source or self-hosted No No No
AI abilities
Works with your files Yes Yes Yes
Understands images–– No
Makes images No No No
Makes video No No No
Writes code–– No
Runs agents or automations Yes Yes No
Learns your brand or style– Yes No
Works in many languages Yes Yes Yes
Capabilities score9/ 179/ 179/ 17

Pricing

Plans as listed on each vendor's site when we last checked. Confirm before you buy.

AttributeGleanShortwaveTodoist
Plans

EnterpriseOur pick

Custom

Companies with roughly 100 or more staff.

Free

Free

Trying it on your Gmail inbox.

Beginner

Free

Anyone with a simple list.

ProOur pick

$18/mo

Individuals who use the AI daily.

ProOur pick

$7/mo, or $5/mo billed yearly

Anyone who wants more projects and the calendar view.

Business

$30/seat/mo

Teams who share threads and need more AI.

Business

$10/user/mo, or $8/user/mo billed yearly

Small teams sharing a workspace.

Premier

$45/seat/mo

Heavy users with complex email workflows.

Max

$120/seat/mo

People who live in email all day.

Which plan to pickThere is only a quoted enterprise contract. Ask for a pilot on your own data before committing, and compare the quote against Microsoft 365 Copilot or Gemini if you already pay for one of them.Start on Free for a week to see if you like the app. Pro is enough for most individuals; pick Business only if you share threads with a team. Every paid plan has a 14-day free trial.Beginner is fine until you hit the five-project wall. Pro on the yearly plan is the obvious move after that. Business is for teams who want a shared space; it is not a substitute for a real project tool.

Key features

AttributeGleanShortwaveTodoist
Standout features
  • Search across every app
  • Assistant with sources
  • Permission-aware
  • Agents
  • Choice of models
  • API and MCP
  • AI search
  • Shortwave Agent
  • Bundles and splits
  • Writes like you
  • Emails as tasks
  • Team features
  • Natural language entry
  • Projects, labels and filters
  • Everywhere
  • Calendar layout
  • Shared projects
  • Claude connection

Pros and cons

AttributeGleanShortwaveTodoist
Pros
  • Very broad set of connectors across vendors
  • Keeps each app's access rights
  • Answers link back to sources so people can check them
  • Agents work on real company data
  • Strong security and compliance credentials
  • Excellent natural-language email search
  • Assistant can act on your inbox, not just draft
  • Real free plan, and cheaper than Superhuman
  • Apps on every platform
  • Useful team features for shared threads
  • Fastest task capture of anything here
  • Works on every device you own and syncs instantly
  • Cheap, with a free plan that covers a lot
  • Natural language dates and repeats just work
  • Official Claude connection
Cons
  • No public pricing, no small-team plan and high reported minimums
  • Long sales and setup process before staff see value
  • Answer quality depends on tidy, current documents
  • Overlaps heavily with Microsoft 365 Copilot or Gemini if you already pay for one
  • Native support for Gmail and Google Workspace only
  • AI quota on lower plans runs out for heavy users
  • Means switching email apps, which takes adjustment
  • Free plan adds a "Sent with Shortwave" signature and keeps only 90 days of search history
  • Not a project management tool: no timelines, dependencies or dashboards
  • Prices went up at the end of 2025
  • Business plan lacks single sign-on
  • The AI features are light compared with the rest of the category

Who each one is for

AttributeGleanShortwaveTodoist
Best for
  • Finding information across many company apps
  • Onboarding new staff faster
  • Support and sales teams answering questions
  • Building internal agents on company data
  • Finding old emails by describing them
  • Clearing a cluttered Gmail inbox quickly
  • Drafting replies in your own style
  • Small teams sharing and commenting on threads
  • Personal task management
  • Recurring reminders
  • Quick capture from any device
  • Tasks Claude can add for you
You'll find it used by
  • IT teams
  • Support teams
  • Sales teams
  • Engineering teams
  • HR and people teams
  • Founders
  • Executives
  • Consultants
  • Sales people
  • Small teams
  • Solo founders
  • Freelancers
  • Managers
  • Students
  • Small teams

Questions people ask

Which is better, Glean, Shortwave or Todoist?

Todoist scores highest overall in our ratings (Glean 4.0/5, Shortwave 4.2/5 and Todoist 4.3/5). Glean is best for finding information across many company apps and onboarding new staff faster. Shortwave is best for finding old emails by describing them and clearing a cluttered Gmail inbox quickly. Todoist is best for personal task management and recurring reminders.

Which is cheaper, Glean, Shortwave or Todoist?

Glean: Pricing isn't published; check the vendor's site for a quote. Shortwave: There's a free plan, and paid plans start at $18/mo. Todoist: There's a free plan, and paid plans start at $7/mo.

Which is easier to use, Glean, Shortwave or Todoist?

Todoist rates highest for ease of use in our scores. Anyone who wants a dependable task list that is fast to use and stays out of the way.

How we compare

Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability.

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