AI Task Apps Compared: Full Feature Table

This table compares what each AI task app automates, what it costs and what it requires from you before it works. The main split is prioritisation tools that decide what matters versus scheduling tools that decide when work happens.

One table, the whole category. Every row links to the vendor's own pricing page so you can confirm the number rather than trust ours.

The comparison

AppWhat it automatesPrice (Aug 2026)Best for
LuminAI prioritisation from an unstructured brain dumpUSD9/month or USD90/year; 7-day free trial, no cardDeciding what deserves attention first
MotionAI auto-scheduling onto your calendarAround USD19/month, lower billed annuallyYour bottleneck is fitting work into a packed calendar rather than deciding what matters
Reclaim.aiAI calendar defence and habit schedulingFree tier; paid from around USD10/user/monthMeetings are eating your week and you need focus blocks defended automatically
SunsamaGuided daily planning ritualAround USD20/month billed annuallyYou want a deliberate, calm daily planning ritual and will actually keep it up
TodoistManual lists, projects, labels, filtersFree tier; Pro around USD4–5/month billed annuallyYou like maintaining a system and want the best-built classic to-do app
TickTickManual lists plus calendar and Pomodoro timerFree tier; Premium around USD36/yearYou want a timer, habits and tasks in one app and you're happy to prioritise yourself
NotionDatabase-driven, fully customFree personal tier; paid plans from around USD10/user/monthYou want one tool for documents, wikis and tasks and you enjoy building the system
Things 3Manual, GTD-influencedOne-time purchase, around USD80 across Mac and iOSYou're all-Apple, dislike subscriptions and already have a working GTD practice
AsanaTeam project managementFree tier for small teams; paid plans per userYou're coordinating a team and need visibility across projects
TrelloKanban boardsFree tier; paid plans per userYou think visually and your work moves through clear stages

Pricing checked August 2026. Vendors change plans often — follow the link in each row to confirm current pricing before you buy.

Where each one is genuinely better

Motion

Strength: Genuinely automates scheduling. It places tasks into real calendar slots and reshuffles when you slip.

Limitation: Expensive, and it needs accurate time estimates and a well-maintained calendar to work. Heavy setup before value.

Choose Motion instead of Lumin if your bottleneck is fitting work into a packed calendar rather than deciding what matters.

Reclaim.ai

Strength: Excellent at protecting focus time and auto-scheduling recurring habits around meetings.

Limitation: Calendar-first, not task-first. It defends time; it does not tell you what deserves the time.

Choose Reclaim.ai instead of Lumin if meetings are eating your week and you need focus blocks defended automatically.

Sunsama

Strength: The daily planning ritual is genuinely calming and pulls tasks in from Gmail, Slack, Jira and more.

Limitation: The ritual takes 10–15 minutes every day. If you skip it, the system degrades. Premium price.

Choose Sunsama instead of Lumin if you want a deliberate, calm daily planning ritual and will actually keep it up.

Todoist

Strength: The most refined manual task manager available. Natural-language date entry, excellent cross-platform sync, huge integration library.

Limitation: You still decide what matters. Priority flags are manual, and the system needs maintaining as projects change.

Choose Todoist instead of Lumin if you like maintaining a system and want the best-built classic to-do app.

TickTick

Strength: Best value in the category. Built-in Pomodoro timer, habit tracking and calendar view in one app.

Limitation: Feature density becomes its own maintenance burden. Prioritisation is still entirely manual.

Choose TickTick instead of Lumin if you want a timer, habits and tasks in one app and you're happy to prioritise yourself.

Notion

Strength: Infinitely flexible. If you can describe a workflow, you can build it — docs, wikis and tasks in one place.

Limitation: Flexibility is the cost. Building and maintaining the system is a project in itself, and it is slow to capture a quick thought.

Choose Notion instead of Lumin if you want one tool for documents, wikis and tasks and you enjoy building the system.

Things 3

Strength: The best-designed task app on Apple platforms. No subscription. Fast, quiet, beautiful.

Limitation: Apple-only, no web app, no AI. Requires a genuine GTD habit to pay off.

Choose Things 3 instead of Lumin if you're all-Apple, dislike subscriptions and already have a working GTD practice.

Asana

Strength: Strong team coordination — dependencies, workloads, portfolios, reporting.

Limitation: Built for teams, not for one overwhelmed person. Heavy for personal use.

Choose Asana instead of Lumin if you're coordinating a team and need visibility across projects.

Trello

Strength: The most intuitive first-day experience in the category. Visual, simple, instantly understandable.

Limitation: Boards sprawl. Once you pass roughly fifty cards the visual model stops helping.

Choose Trello instead of Lumin if you think visually and your work moves through clear stages.

Where Lumin is the wrong choice

No team features, no calendar auto-scheduling, no time tracking. It answers 'what first', not 'when exactly'. If any of those is what you actually need, one of the tools above will serve you better. We would rather you bought the right thing than churned in a month.

Stop deciding. Start doing.

Dump everything on your mind and get it back in three ranked tiers. 7 days free, no card.

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Frequently asked questions

Which AI task app requires the least setup?

Lumin — there is no project structure, no time estimates and no calendar connection required before the first useful result. Motion and Reclaim.ai both need calendar access and reasonably accurate time estimates before their automation is useful.

Can one app do both prioritising and scheduling?

Motion comes closest, because auto-scheduling implies an ordering. But its ordering is driven by deadlines and estimates you supply, rather than by judging what actually matters. Some people run a prioritisation tool and a scheduling tool together.

How current is this table?

Checked August 2026. Vendors change pricing and plan structure frequently — every row links to the vendor's own pricing page, which is the authoritative source.