Best AI project management software in 2026

Choose AI project management software by the work you want it to do: answer questions, turn notes into tasks, or run recurring work without a prompt. Then price that use for the whole team. Some plans include writing and search but charge separately for agents, so an "AI included" label does not tell you the final bill.

We wrote this for teams of roughly five to fifty people who are choosing a project tool and want to know whether the AI is worth paying for, and what the bill looks like once people actually use it. If you are still deciding whether AI belongs in your project work at all, start with how AI fits project management. For adoption figures and market numbers, our AI statistics roundup has them.

Disclosure: We make Breeze, which is included below. This comparison draws on vendor pricing pages, help centres and public reviews.

How did we compare the AI and what it costs?

Prices are in US dollars before tax and are calculated for a team of ten, because that is where seat steps, per-account caps and pooled allowances start to matter. For each tool we read the pricing page and the help centre to find out what the AI does, what the plan includes, what gets metered and what happens once the allowance runs out. Review notes summarise the linked G2 and Capterra samples, not every customer's experience.

What does AI actually do inside a project tool?

Most of it falls into five kinds of work, and only some of them are metered. Knowing which kind you need tells you which bill you are signing up for.

• Writing and summarising: drafting a task description, rewriting a comment, summarising a long thread. Wrike, Notion Business and ClickUp Brain all do this, and it is the part most often included in the price.
• Answering questions about your work: asking "what is overdue in the launch project?" instead of building a filter. Breeze AI, Rovo Chat in Jira, ClickUp Brain and monday.com's Sidekick work this way.
• Agents that take on work: software that triages incoming requests, updates fields or drafts a status report on a schedule. Asana's AI Teammates, monday.com's agents, Rovo agents, ClickUp's Super Agents, Notion's Custom Agents and Wrike's AI Elite actions are the main examples, and this is where the meters live.
• Planning and scheduling: Motion places tasks into open calendar time by priority and deadline, and builds a project with stages, tasks and assignees from a written description.
• Outside assistants: connecting Claude, ChatGPT or another assistant to the project tool so it can read and change the board from a chat. Breeze, Asana and Atlassian all support this over MCP, the open standard for these connections.

The pattern across vendors is consistent. Writing, summaries and basic search are usually part of the plan, or cost very little per use. Agents, premium models and long-running automations are what consume credits, because they are what costs the vendor money to run. A team that mainly wants help writing and finding things rarely needs a large allowance. A team that wants agents doing real work every day should price the credits as carefully as the seats.

What will 10 people pay for the AI each month?

The table shows each tool's cheapest plan that includes working AI, for ten people on yearly billing, with what the price covers and what happens past the allowance. Two tools are flat-priced rather than per seat, which is why they look so different.

Tool and plan	10 people, per month	AI included	Past the allowance
Taskade Pro	$10 flat, up to 10 users	50,000 credits a month for the workspace	top-up packs from $5 for 9,000 credits
Jira Standard	$75 ($900 a year for 1 to 10 users)	25 Rovo credits per user, pooled; search and summaries free	$0.01 a credit from December 3, 2026
Breeze	$90	Breeze AI and the assistant connection, no credits	nothing to buy from Breeze; your assistant is billed by its maker
monday.com Basic	$90, plus $10 for credits currently offset by a discount	1,000 credits a month, required on new accounts	more credits come with Standard and Pro bundles
Wrike Team	$100	AI Essentials, unlimited within fair use	no agent actions on Team; Business is $25 a user
Asana Starter	$109.90	50 AI requests for the account, plus 50K AI Studio credits	$0.50 a request prepaid, $0.60 on demand
ClickUp Unlimited with Brain AI	$160 ($70 seats plus $90 AI)	1,500 AI credits per user a month	$10 per 10,000 credits
Motion Pro AI	$190	7,500 credits per seat a month	25 cents per 100 credits
Notion Business	$200	Notion Agent, meeting notes and enterprise search	Custom Agents and Workers at $10 per 1,000 credits

The allowances are not comparable unit for unit. A Rovo credit, a ClickUp credit and an Asana request each buy a different amount of work, and only some vendors publish what an action costs. Atlassian does: a quick Rovo Chat answer is 10 credits, so Jira Standard's pooled 250 credits for ten people cover about 25 quick answers a month before extra usage starts on December 3. Asana's cap works the same way in practice. Five requests per user sounds generous until you notice that Starter stops at 50 for the whole account, so a team of twenty still gets 50.

Monthly billing raises every per-seat figure. Breeze is $10 instead of $9 a seat, Asana Starter $13.49 instead of $10.99, ClickUp Unlimited $10 instead of $7 with Brain AI at $14 instead of $9, Notion Business $24 instead of $20, Motion Pro AI $29 instead of $19 and Taskade Pro $20 instead of $10 for the workspace. Jira's monthly price is $9.05 a user, $90.50 for ten, against $75 on the yearly tier. Wrike is billed annually per user.

Which tools are on the list?

The first group includes its core AI in the plan price. The second bills AI by usage, either as a credit allowance with overage or as a paid add-on. Neither model is better in itself; which one suits you depends on how much of the AI your team will really use.

• Notion
• Breeze
• Wrike
• ClickUp
• Asana
• monday.com
• Jira
• Motion
• Taskade

Core AI included; agents may cost extra

Notion

• Pricing: Free and Plus include only a trial of Notion AI. Plus is $10 per member per month billed yearly or $12 monthly. Business is $20 per member per month billed yearly or $24 monthly, and Enterprise is quoted.
• AI: Business includes Notion Agent (chat, writing, database autofill and translation), AI Meeting Notes and Enterprise Search. Custom Agents and Workers run on Notion credits, which Business and Enterprise workspaces buy at $10 per 1,000 a month.
• Rating: 4.7/5 on Capterra from 2,825 reviews, 4.6/5 on G2 from 13,847 reviews.

Notion's AI is at its best on the written side of a project. Notion Agent can draft a brief from a few bullet points, fill database properties such as a summary or a category across a whole task list, and answer questions using everything in the workspace. AI Meeting Notes transcribe a call and add a summary to the page. For a team whose projects run on specs, briefs and meeting notes, that is a lot of help for one included price.

Two things limit it as an AI project tool. The included AI starts on Business, so the realistic comparison is $20 a member, not the $10 Plus price. And the parts that act on their own, Custom Agents and Workers, are billed in credits on top. The task system is also whatever you build: Notion has databases, boards and timelines, but reviewers consistently say it takes effort to make it work as a dedicated project manager. Our breakdown of Notion's AI plans goes through the credit rules in detail.

Where Notion isn't the right fit: Teams that only need task tracking, since they would pay Business prices for AI built mainly around documents. Teams that want agents running every day should budget for credits from the start, and a team on Plus should not expect more than a trial.

What users say about Notion

In the reviews we read on both sites, Notion is treated as a knowledge workspace first, praised for how notes, docs and databases live together and how far the building blocks can be bent. Recent G2 reviewers find the AI summaries and drafting handy, though a few object to AI prompts they cannot switch off. The recurring complaints are a slow start from a blank page, sluggish large databases and clumsy task management.

Sources: Capterra, G2

Breeze

• Pricing: $9 per user per month billed yearly, or $10 billed monthly, with every feature included. Client users are free and unlimited. A Solo plan for one person is $14 a month. There is no free plan; the 14-day trial needs no credit card.
• AI: Breeze AI and the connection for outside assistants are part of the one plan. Breeze sells no AI credits and no AI add-on. The assistant you connect, such as Claude or ChatGPT, is paid for separately to whoever makes it.
• Rating: 4.4/5 on Capterra from 45 reviews, 4.1/5 on G2 from 22 reviews.

Breeze offers two ways to use AI. An admin can enable Breeze AI to answer questions about project work: what is overdue, what Sarah worked on last week, or how much time a client used. Answers can include totals and links to the relevant tasks. Breeze says information sent to its AI provider is used to process the question, not stored or used for training.

Breeze AI only reads. Changes come through the assistant you already use. Connect Claude, ChatGPT or any assistant that accepts custom connectors, sign in with your Breeze login, and it can create tasks from meeting notes, move cards, set statuses and tags, assign people, log time, comment and mention teammates, link dependent tasks and attach files. It works with your own permissions, shows you the full list before changing more than one thing, and asks before every deletion. You can also connect it view-only. Follow the assistant setup steps and check which connector features your assistant plan supports.

What Breeze does not have matters just as much. There are no agents running in the background, no writing assistant inside the task editor, no automatic scheduling and no meeting notetaker. To make changes from chat, you need a compatible outside assistant with access to custom connectors; check its plan requirements separately.

Where Breeze isn't the right fit: Teams that want AI agents triaging work inside the tool on their own, or a built-in notetaker, are better served by Asana, monday.com or ClickUp. And reviewers ask for deeper reporting and team-wide overviews, which no AI feature replaces.

What users say about Breeze

Most of the Breeze reviews we read describe it as quick to adopt, including for clients brought into projects, and several use the built-in time tracking every day. The criticism is about depth: thinner reporting and team-wide overviews, a plain interface and limits on complex projects. Both samples are small and mostly predate Breeze AI and the assistant connection, so they say nothing yet about either.

Sources: Capterra, G2

Wrike

• Pricing: Free for unlimited users. Team is $10 per user per month for 2 to 15 users and Business $25 per user per month for 5 to 200 users, both billed on an annual per-user basis. Pinnacle and Apex are quoted. Seats are sold in groups of five up to 30. Plan details.
• AI: AI Essentials (writing and editing, comment summaries, forms and automation rules generated from plain language, Board AI) is included on every paid plan, unlimited within fair use. AI Elite actions, which power Wrike's agents, start on Business as a pooled monthly allowance that grows with seats. Wrike's own example gives a 100-user Business account 300 actions a month. Extra action packs are custom-priced.
• Rating: 4.4/5 on Capterra from 3,040 reviews, 4.2/5 on G2 from 4,537 reviews.

Wrike's AI is the least dramatic on the list and one of the easiest to budget for. The everyday features sit on the cheapest paid plan with no meter: summarising a long comment thread before you reply, rewriting a task description, or describing an automation rule in a sentence and letting Wrike build it. For a team that wants AI as a writing and setup aid rather than a worker, Team at $10 a user covers it.

The agents are where Wrike's pricing changes character. AI Elite actions come only from Business upwards, as a pooled monthly allowance, and Wrike's 300-action example for a hundred users is modest if agents become part of daily work. Pack prices are custom-quoted, so you cannot price heavy use in advance. Wrike itself is built for mid-size and larger teams running many overlapping projects, with deep configuration, request forms and Gantt views.

Where Wrike isn't the right fit: Small teams that want something running this week, since reviewers describe a long setup and a need for training. Teams planning heavy agent use should get a quote for action packs before committing, and teams above 15 people have to move to Business anyway.

What users say about Wrike

Among the Wrike reviews we read, most come from mid-size and larger teams, and they rate its configurability highly: custom item types, blueprints, request forms and Gantt views let very different departments share one account. The trade-off they describe most is setup effort, with non-technical staff needing training and notifications flooding inboxes. Several say advanced features sit in the top tier. AI hardly comes up in the samples.

Sources: Capterra, G2

AI billed by usage

ClickUp

• Pricing: Free Forever has unlimited members. Unlimited is $7 per user per month billed yearly or $10 monthly, and Business is $12 yearly or $19 monthly. Enterprise is quoted. Plan details.
• AI: A separate per-user subscription. Brain AI is $9 per user per month billed yearly or $14 monthly, with 1,500 AI Super Credits per user a month. Everything AI is $28 yearly or $33 monthly, with 5,000. Extra credits cost $10 per 10,000. The core plans include only limited trial use.
• Rating: 4.6/5 on Capterra from 4,631 reviews, 4.6/5 on G2 from 14,333 reviews.

ClickUp Brain is the broadest AI on the list. It writes and rewrites inside tasks and docs, answers questions across the whole workspace, lets you chat with a choice of models including Claude, ChatGPT and Gemini, and can be mentioned in a task like a colleague. The Super Credits pay for agents and AI automations, the parts that act on their own. Everything AI adds an AI notetaker, Ambient Answers and image generation, and more than triples the credit allowance.

ClickUp's AI is a second subscription on top of the seat. Brain AI at $9 a user more than doubles the $7 Unlimited seat, so ten people pay $160 a month instead of $70, and Everything AI takes that to $350. ClickUp says credit use varies with the complexity of each action and does not publish what a typical action consumes, so the allowance is hard to judge until you have run it for a month. ClickUp is still the most feature-dense workspace here, with docs, chat, goals, time tracking and sprints in one place, provided someone owns the setup.

Where ClickUp isn't the right fit: Teams comparing seat prices without the AI subscription, and teams with nobody to design and maintain the workspace. Anyone who needs to forecast AI spend precisely will find the unpublished per-action costs frustrating.

What users say about ClickUp

In the ClickUp reviews we went through, the same word keeps returning: flexible. Teams build statuses, fields and views around their own process and fold Trello, Asana or spreadsheets into one workspace. The other side is just as consistent, with a learning curve, crowded screens and lag on big workspaces. A handful of reviewers also note that the AI sits behind extra paid usage rather than inside the plan.

Sources: Capterra, G2

Asana

• Pricing: Personal is free for 1 or 2 users. Starter is $10.99 per user per month billed annually or $13.49 monthly, and Advanced is $24.99 annually or $30.49 monthly. Seats are sold one at a time from 2 to 5, then in steps of 5 up to 30. Plan details.
• AI: AI Teammates and Asana Dash are included on every paid plan, with 5 requests per user per month, capped at 50 per account on Starter and Advanced. Extra requests are $0.50 each prepaid or $0.60 on demand. AI Studio, the no-code workflow builder, includes 50K credits per billing account a month on Starter and 75K on Advanced.
• Rating: 4.5/5 on Capterra from 13,699 reviews, 4.4/5 on G2 from 13,979 reviews.

Asana has rebuilt itself around agents more completely than anyone else here. AI Teammates are prebuilt agents that take on work alongside your team, Asana Dash surfaces priorities and routes work to the right Teammate, and AI Studio lets an admin automate structured steps such as intake and routing without code. Asana also connects to ChatGPT, Claude, Gemini and Copilot, so people can work on Asana tasks from the assistant they already use.

The included allowance is small on purpose. Fifty requests a month for a whole Starter account is enough to try the Teammates, not to run a process on them, and every request beyond that is billed. For a team that does put an agent on intake triage or weekly reporting, the per-request price is at least easy to forecast: a hundred extra requests a month cost $50 prepaid. Underneath, Asana is still one of the most complete shared project tools, with dependencies, timelines and unlimited free guests from Starter.

Where Asana isn't the right fit: Teams that want AI to be a flat cost, since anything beyond light use is metered. Teams of six to nine pay for ten seats, and reviewers say an admin needs time to settle conventions, rules and notification settings.

What users say about Asana

Most of the Asana reviewers we read credit it with moving ownership and deadlines out of email, and call daily use clean once it is set up. Cost is the most common complaint: seats jump in blocks and the better features, AI included, sit in higher tiers. A few reviewers dislike AI being pushed into the product or billed as credits on top of seats, and admins describe a real setup curve.

Sources: Capterra, G2

monday.com

• Pricing: Free for up to 2 seats with no AI. Basic is $9, Standard $12 and Pro $19 per seat per month billed annually, or $12, $14 and $24 billed monthly. Seats come in buckets starting at 3 and then rising in multiples of 5, so 6 people pay for 10.
• AI: Accounts opened since May 6, 2026 must buy a monthly AI credit allowance with their seats: at least 1,000 credits on Basic, 2,000 on Standard and 3,000 on Pro. The pricing page charges $10 per 1,000 credits and currently cancels the minimum with an introductory discount of the same amount, without saying how long it lasts.
• Rating: 4.6/5 on Capterra from 6,116 reviews, 4.7/5 on G2 from 17,221 reviews.

monday.com now sells itself as an AI work platform, and the AI covers a lot of ground: Sidekick, an assistant that knows your boards; AI columns that run a repetitive step on every item in a board; agents that handle specialised tasks; a meeting notetaker; and an app builder that turns a description into a small custom app. All of it draws on the same credit pool, and monday.com is unusually open about it. Its own pricing page says a typical three-person team uses about 800 to 1,200 credits a month, and that 1,000 credits cover roughly five hours of meeting summaries.

Those numbers are the useful part. A ten-person team on Basic gets 1,000 credits, less than monday.com's own estimate for three people, so a team that uses the notetaker every day will run past it quickly. The introductory discount hides the credit cost at checkout today, and new accounts cannot buy seats without it. Our piece on running out of credits covers what stops working when the pool is empty.

Where monday.com isn't the right fit: Teams whose headcount falls between seat buckets, and anyone budgeting from the seat price alone. Heavy notetaker or agent use pushes a small team towards the larger Standard and Pro bundles, and the boards need one person who owns them, or they sprawl.

What users say about monday.com

In the monday.com reviews we read, visual boards that anyone can read get the most praise, with automations close behind. Opinion on the AI is split: some like Sidekick's summaries and drafted updates, while a smaller group finds the output generic or says the credit pool drains fast on complex workflows. Price at scale is the main complaint. Both listings now cover the wider AI work platform, so a few reviews are about the CRM.

Sources: Capterra, G2

Jira

• Pricing: Free for up to 10 users, with no Rovo allowance. Standard is $9.05 per user per month and Premium $18.30 on monthly billing for teams of up to 100 users. Yearly plans are priced per user tier: $900 a year for 1 to 10 users on Standard, $1,850 on Premium.
• AI: Rovo Search, Chat and Agents come with every paid plan. Jira includes 25 Rovo credits per user per month on Standard, 70 on Premium and 150 on Enterprise, pooled across the organisation. From December 3, 2026, use beyond the allowance is billed at $0.01 a credit, or $10 per 1,000.
• Rating: 4.4/5 on Capterra from 15,488 reviews, 4.3/5 on G2 from 7,976 reviews.

Rovo is Atlassian's AI across Jira and Confluence: search across your work, a chat that answers questions about issues and pages, and agents that can act inside Jira. Atlassian publishes what each kind of use costs, which makes it the easiest meter on the list to reason about. Search, definitions and summaries are free. A quick Rovo Chat answer or a basic agent run costs 10 credits. Deeper reasoning, advanced agents and the coding agent use a variable number of credits that Atlassian does not price in advance.

Run the numbers for ten people on Standard and the allowance is 250 credits a month, about 25 quick chat answers for the whole team. Until December 3 the overage is not billed; from then on it is, at a cent a credit, which is cheap per answer but on by default, so an admin should set a spending cap. Calls from Claude or ChatGPT through Atlassian's MCP server also draw on the pool when they pull context from more than one product. The Atlassian pricing changes article covers the other meters starting the same day.

Where Jira isn't the right fit: Non-technical teams, who will find Jira heavy with or without AI, and anyone expecting Rovo to be included without limits. Jira Free has no Rovo allowance at all, so the AI starts with the first paid plan.

What users say about Jira

The Jira reviews we read come mainly from developers, QA and IT staff, who value how every bug, story and incident stays traceable on configurable boards. A few recent G2 reviewers single out Rovo's issue summaries and search for catching up on tickets. The learning curve dominates the complaints on both sites, followed by a busy interface and slow boards at volume. Non-technical reviewers are noticeably cooler.

Sources: Capterra, G2

Motion

• Pricing: For teams, Pro AI is $19 per seat per month billed annually or $29 monthly, and Business AI is $29 annually or $49 monthly. Individual plans are priced separately. There is a free trial but no free plan.
• AI: Pro AI includes 7,500 AI credits per seat per month and Business AI 15,000. Usage beyond that costs 25 cents per 100 credits on Pro AI and 19 cents on Business AI. Gantt charts, time tracking, capacity planning and advanced dashboards need Business AI.
• Rating: 4.3/5 on Capterra from 89 reviews, 4.1/5 on G2 from 157 reviews.

Motion is the one tool here where AI decides what you work on. It takes your tasks and projects, prioritises them by deadline and importance, and blocks time for each one on your calendar, re-planning through the day as meetings move and work runs over. Its AI project manager builds a project with stages, tasks, deadlines and assignees from a description and any documents you attach, and the notetaker writes up meetings with action items. The Gantt view flags projects at risk of missing their date.

It suits people whose working day is defined by a calendar, and it is priced like a premium tool: $190 a month for ten people on Pro AI, before any overage. Overage on Pro AI works out at $2.50 per 1,000 credits, so heavy agent use is worth watching. Note too that Pro AI lacks the Gantt view, time tracking and capacity planning, so a team that wants project oversight is really choosing between Business AI at $29 a seat and something else.

Where Motion isn't the right fit: Teams that do not plan their days in a calendar, and teams that want a shared board more than personal scheduling. Reviewers find the scheduling rules rigid when plans change at short notice and mention limited integrations with other task tools.

What users say about Motion

Judging by the reviews we read, most of Motion's users bought it for one thing: tasks placed into free calendar slots by priority and deadline, with unfinished work rolled forward. Several say having the next task chosen for them cuts decision fatigue. Price is the most frequent complaint, followed by setup time and scheduling rules that feel rigid. Most reviews describe the scheduling app rather than the newer AI features, and both samples are small.

Sources: Capterra, G2

Taskade

• Pricing: Priced per workspace, not per user. Free covers 2 users. Pro is $10 a month billed yearly or $20 monthly for up to 10 users, Business $25 yearly or $50 monthly for unlimited users, and Max $100 yearly or $200 monthly. Plan details.
• AI: Free has 6,000 one-time credits. Pro includes 50,000 credits a month, Business 150,000 and Max 400,000, resetting on the billing date. Extra packs run from $5 for 9,000 credits to $50 for 125,000. Chat messages, agent and MCP tool calls, web searches, AI automation steps and app building all use credits, and stronger models use more.
• Rating: 4.6/5 on Capterra from 68 reviews, 4.5/5 on G2 from 88 reviews.

Taskade is the cheapest way onto the list by a wide margin, because it prices the workspace rather than the seat: ten people on Pro pay $10 a month on yearly billing. That buys AI agents you can train on your own documents, automations with AI steps, a choice of models from several providers, and Genesis, which builds small working apps from a prompt. The project side is a set of lists, boards and mind maps that reviewers describe as clean and quick to learn.

The direction of the product is the thing to weigh. Taskade has moved from a simple task and notes tool towards AI agents and app building, and the newer reviews talk about that far more than about managing projects. Everything AI-related draws on one credit pool that resets monthly, and reviewers say detailed prompts and repeated app edits use it up quickly. We covered the shift in more detail in Taskade's AI pivot.

Where Taskade isn't the right fit: Teams that need depth for larger projects, such as detailed reporting or heavy dependency planning, and teams that would rather not have AI at the centre of their task tool. Anyone who builds apps or runs agents heavily should price the top-up packs before committing.

What users say about Taskade

In the sample we read, Taskade's two review pages describe two different products. The older Capterra reviews praise a clean, notebook-style task list with mind maps and apps on every platform. The 2026 G2 reviews are mostly about AI agents and building small apps from a prompt. The complaints split the same way: shallow for bigger projects, and credits that run out quickly on detailed prompts. Both samples are small.

Sources: Capterra, G2

What does it look like when an assistant updates the board?

Mostly it looks like typing one sentence where you used to click ten times. The illustrative example below is a seven-person marketing team running its October campaign in Breeze, with Claude connected through the Breeze MCP server. The same pattern works with ChatGPT or any assistant that accepts custom connectors, and with the other tools here that support MCP.

Meeting notes become tasks

After the Monday planning call, the team lead pastes the notes into Claude and writes: "Turn these into tasks in the October campaign project, put them in To-do, assign the owners we named and set them due next Friday." Because that is more than one task, the assistant lists every task with its owner and date and waits. One owner is wrong, so the lead corrects it in the chat, says go, and the cards appear on the board under her name in the activity feed, exactly as if she had typed them.

The end of the day in one message

A designer finishes the landing page and writes: "Log 2 hours on the landing page task for today, move it to Needs a look, and comment that the copy is ready, mentioning Sarah." That is a time entry, a board move and a comment in one sentence, and the mention sends Sarah Breeze's normal notification.

The Monday check without building a filter

Inside Breeze, the account lead opens Breeze AI and asks how much time was tracked on the client's project last month, then which campaign tasks are overdue. The first answer shows the total hours; the second gives a list with links to the tasks.

What stays a human job

Anything with money or a hard deadline attached deserves a glance in Breeze itself, because an assistant is good rather than infallible. The data you ask about goes to the assistant's provider, so read their privacy terms, and connect view-only if nobody needs the assistant to make changes. The cost side is simple: the team pays Breeze for seats and pays for its assistant plan, which in this example it already had.

When is metered AI worth paying for?

When an agent is doing a recurring piece of work that a person would otherwise do, and you can see the volume. Triage on a busy request queue, a notetaker in most meetings, or a weekly status report pulled from several projects all fit that description. In those cases a usage bill tracks real value, and the per-unit price matters less than the allowance being big enough for a normal month.

It is rarely worth it for occasional use. Summaries, rewriting and search are included or very cheap almost everywhere, and a team that uses AI a few times a week will barely touch an agent allowance. Before you pay for an AI tier, check four things during the trial:

• Pooled or per user: Rovo credits and ClickUp's allowance are shared across the workspace, while Asana caps the whole account at 50 requests on Starter no matter how many seats you buy.
• What one action costs: Atlassian and monday.com publish consumption per kind of use; ClickUp and Taskade say only that it varies with the model and the task.
• Whether overage is on by default: on Atlassian it is, so set a cap before December 3. On monday.com the credit minimum is part of the plan for new accounts.
• Whether your own assistant draws on the meter: MCP calls use credits on Taskade and, for richer cross-product calls, on Atlassian. On Breeze they do not, because there is no meter.

If your team already pays for a compatible assistant, try its project-tool connection before buying another AI subscription. Connecting it to the project tool covers much of what an AI tier is sold for, such as turning notes into tasks, catching up on a project and logging time, without a second AI bill. What it will not do is run agents in the background while nobody is chatting, which is the case for Asana, monday.com and ClickUp.

Common questions

Is there a free AI project management tool?

Some offer limited free AI, but check whether the allowance renews and how many people it covers. ClickUp and Notion give trial access to their AI, and Taskade's free plan has a one-time credit allowance for two users. Jira Free, monday.com Free and Wrike Free come with no AI allowance at all. Breeze has no free plan either, only a 14-day trial.

Can ChatGPT or Claude manage a project without a project tool?

They can draft a plan, but a chat is not a shared, current record of who owns what, what is due and what changed. The practical setup is to connect the assistant to your project tool so it reads and updates the real board. Breeze, Asana and Atlassian all offer connections for this, and on Atlassian the richer calls through its MCP server draw on Rovo credits.

Do unused AI credits roll over to the next month?

Usually not. Atlassian's Rovo credits reset monthly and unused credits do not roll over, Taskade's credits reset on the billing date, and Notion's monthly credits reset each month. Size the allowance for a busy month, not an average of a quiet one and a busy one.

What should you try before buying an AI plan?

Use one recurring task during the trial, such as turning meeting notes into assigned work or preparing a weekly update. Check the result, the permissions it used and the credits it consumed. That gives you a better basis for a team budget than a feature list.