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Tool comparison

Glean vs Atlassian Rovo

Glean is the better buy when the company needs an open, governed knowledge layer across many systems and assistants. Atlassian Rovo is the better buy when the team already lives in Jira and Confluence and wants bundled AI with a lower upfront barrier.

Last updated: Sep 5, 2026

A wins when

Glean

Glean is strongest when the buying decision is really about making company knowledge usable across many systems under governance. It is less a generic chat destination and more a permission-aware knowledge layer that other assistants and agents can plug into.

Starts at
Custom quote
Best for
Research • 6/10
Watchout
It is sales-led and enterprise-oriented, so it is harder to justify for small teams that do not yet have meaningful cross-system knowledge sprawl.
Official pricing

B wins when

Atlassian Rovo

Atlassian Rovo is strongest when the company already runs work through Jira, Confluence, Jira Service Management, or Teamwork Collection and wants AI bundled into that stack. Its core Rovo allowances are credit-pooled rather than a simple unlimited seat, while Rovo Dev is a separate $20/developer coding surface with its own credits and overage.

Starts at
$20 /mo
Best for
Automation • 6/10
Watchout
Quota-based usage means the effective cost story can change as adoption grows.
Official pricing
Last verified: Sep 4, 2026
Glean open agent platformGlean Developer PlatformGlean product overviewOfficial pricingAtlassian RovoAtlassian Rovo MCP setupHow we evaluate

Decision desk

Start with the buying call, then expand the evidence.

Glean is the better buy when the company needs an open, governed knowledge layer across many systems and assistants. Atlassian Rovo is the better buy when the team already lives in Jira and Confluence and wants bundled AI with a lower upfront barrier.

Best for teams

Choose Glean for governed knowledge across many tools and assistants. Choose Rovo for Jira and Confluence-centered teamwork with a lower upfront barrier.

Individual lens

Choose Rovo if you already work in Atlassian Cloud and want the easiest bundled path. Choose Glean only if your company has already made enterprise context a formal platform decision.

Price pressure

At least one side is quote-based or missing comparable monthly pricing, so verify manually.

Change impact

Glean's MCP and open-agent model makes it compelling as a horizontal enterprise context layer. Atlassian's current Rovo model is also clearer: core Rovo rides paid Jira, Confluence, Service Collection, and Teamwork Collection plans with pooled credit and indexed-object allowances, and its $0.01-per-credit extra-usage billing is scheduled to start on December 3, 2026. Current support documentation also describes an eligibility-bound Rovo Dev Free path: 350 credits per user per month per activated paid-Jira site, no paid extra usage, and no access after the limit; the public pricing FAQ calls availability limited. Confirm that entitlement before it changes a pilot budget. Otherwise Rovo Dev Standard remains a separate $20/developer coding seat with paid extra usage and admin-set limits. The split is open cross-stack governance versus bundle fit, allowance math, and Atlassian-native rollout.

Next action

Adjust team size for pricing pressure, then save the shortlist and share the decision memo.

Evidence status

Review pricing, feature, and change evidence before you commit to a rollout or renewal.

Decision handoff

Review evidence, then finish with a shortlist and memo

  1. 1. Review pricing, feature, and change evidence
  2. 2. Save the two tools as a team shortlist
  3. 3. Copy the evidence-backed decision memo

Save the shortlist before copying the memo.

Buy / switch / wait

Turn the comparison into a next-action rule

The verdict, recent delta, and pricing pressure are separated into action rules so rollout or renewal decisions do not stay abstract.

Buy

Buy when the team verdict matches your rollout context

Choose Glean for cross-stack company knowledge; choose Rovo for Atlassian-native teamwork.

Switch

Switch when a recent Glean or Atlassian Rovo update changes the recommendation

Glean's MCP and open-agent model makes it compelling as a horizontal enterprise context layer. Atlassian's current Rovo model is also clearer: core Rovo rides paid Jira, Confluence, Service Collection, and Teamwork Collection plans with pooled credit and indexed-object allowances, and its $0.01-per-credit extra-usage billing is scheduled to start on December 3, 2026. Current support documentation also describes an eligibility-bound Rovo Dev Free path: 350 credits per user per month per activated paid-Jira site, no paid extra usage, and no access after the limit; the public pricing FAQ calls availability limited. Confirm that entitlement before it changes a pilot budget. Otherwise Rovo Dev Standard remains a separate $20/developer coding seat with paid extra usage and admin-set limits. The split is open cross-stack governance versus bundle fit, allowance math, and Atlassian-native rollout.

Wait

Wait until you compare the Glean alternative path

At least one side is quote-based or missing comparable monthly pricing, so verify manually.

Individual plans

For individual use

Compare features and costs for an individual subscription.

Choose Rovo if you already work in Atlassian Cloud and want the easiest bundled path. Choose Glean only if your company has already made enterprise context a formal platform decision.

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Team size

Change the team size to compare monthly costs.

5

Pricing

Subscription cost by team size

Estimated costs based on published prices. 5 seats

Glean
Custom quote

Estimated monthly cost

Atlassian Rovo
$100

Estimated monthly cost

Best published plan: Rovo Dev Standard

  • • No published seat pricing is available for direct comparison.
  • • At least one tool lacks published self-serve monthly pricing.

Features

Key feature differences

Compare available features and usage terms.

platform

Platform shape

Glean leans Open, horizontal enterprise context layer with MCP and APIs, while Atlassian Rovo leans Atlassian-native AI layer with Teamwork Graph and included quotas.

Glean

Open, horizontal enterprise context layer with MCP and APIs

Atlassian Rovo

Atlassian-native AI layer with Teamwork Graph and included quotas

pricing

Pricing posture

Glean leans Sales-led enterprise purchase, while Atlassian Rovo leans Included in paid Atlassian Cloud plans with pooled credits; core $0.01-per-credit extra usage starts December 3, 2026. Rovo Dev is normally $20/developer with separate credits, while a limited eligible site path provides 350 credits per user/month with no paid extra usage..

Glean

Sales-led enterprise purchase

Atlassian Rovo

Included in paid Atlassian Cloud plans with pooled credits; core $0.01-per-credit extra usage starts December 3, 2026. Rovo Dev is normally $20/developer with separate credits, while a limited eligible site path provides 350 credits per user/month with no paid extra usage.

best-fit

Best-fit buyer

Glean leans Companies with cross-stack knowledge sprawl and governance-heavy rollout needs, while Atlassian Rovo leans Teams already centered on Jira, Confluence, and JSM.

Glean

Companies with cross-stack knowledge sprawl and governance-heavy rollout needs

Atlassian Rovo

Teams already centered on Jira, Confluence, and JSM

Choosing a tool

Recommendations by user

Find the recommendation for your individual, team, or enterprise needs.

Individual

Choose Rovo if you already work in Atlassian Cloud and want the easiest bundled path. Choose Glean only if your company has already made enterprise context a formal platform decision.

Team

Choose Glean for governed knowledge across many tools and assistants. Choose Rovo for Jira and Confluence-centered teamwork with a lower upfront barrier.

Enterprise

Enterprise buyers should treat this as horizontal context platform versus suite-native teamwork AI.

Deeper evidenceExpand benchmarks and fit scoresCompare fit scores and benchmarks to narrow the right choice for your team.

Fit by use case

Fit across seven use cases

Scores are averaged across individual, team, and enterprise use.

Fit score

Coding

Glean

Individual 4 • Team 7 • Enterprise 8

Cross-segment average6.3/10

Atlassian Rovo

Individual 4 • Team 6 • Enterprise 6

Cross-segment average5.3/10

Fit score

Research

Glean

Individual 6 • Team 9 • Enterprise 9

Cross-segment average8/10

Atlassian Rovo

Individual 5 • Team 8 • Enterprise 8

Cross-segment average7/10

Fit score

Meetings

Glean

Individual 3 • Team 6 • Enterprise 6

Cross-segment average5/10

Atlassian Rovo

Individual 3 • Team 5 • Enterprise 5

Cross-segment average4.3/10

Fit score

Automation

Glean

Individual 5 • Team 8 • Enterprise 9

Cross-segment average7.3/10

Atlassian Rovo

Individual 6 • Team 8 • Enterprise 8

Cross-segment average7.3/10

Fit score

Writing

Glean

Individual 4 • Team 6 • Enterprise 6

Cross-segment average5.3/10

Atlassian Rovo

Individual 4 • Team 6 • Enterprise 6

Cross-segment average5.3/10

Fit score

Customer service

Glean

Individual 5 • Team 7 • Enterprise 8

Cross-segment average6.7/10

Atlassian Rovo

Individual 4 • Team 6 • Enterprise 7

Cross-segment average5.7/10

Recent changes

What changed recently

Glean's MCP and open-agent model makes it compelling as a horizontal enterprise context layer. Atlassian's current Rovo model is also clearer: core Rovo rides paid Jira, Confluence, Service Collection, and Teamwork Collection plans with pooled credit and indexed-object allowances, and its $0.01-per-credit extra-usage billing is scheduled to start on December 3, 2026. Current support documentation also describes an eligibility-bound Rovo Dev Free path: 350 credits per user per month per activated paid-Jira site, no paid extra usage, and no access after the limit; the public pricing FAQ calls availability limited. Confirm that entitlement before it changes a pilot budget. Otherwise Rovo Dev Standard remains a separate $20/developer coding seat with paid extra usage and admin-set limits. The split is open cross-stack governance versus bundle fit, allowance math, and Atlassian-native rollout.

FAQCommon questionsCheck pricing, features, and switching requirements.

FAQ

Common questions

Check pricing, features, and switching requirements.

Which is better for individuals: Glean or Atlassian Rovo?
Choose Rovo for the easier bundled path; choose Glean only in already-governed enterprise environments.
Which is better for teams: Glean or Atlassian Rovo?
Choose Glean for cross-stack company knowledge; choose Rovo for Atlassian-native teamwork.
Which tool has a free tier?
Do not read this as a clean free-tier comparison. Core Rovo is mainly bundled into eligible paid Atlassian Cloud plans. Atlassian's current support documentation also describes Rovo Dev Free: 350 credits per user per month per activated paid-Jira site, no paid extra usage, and a pause at the limit. Its public pricing FAQ says this availability is limited, so it is not a universal free tier to assume. Atlassian also documents a free Rovo Standard beta with 400 credits and 1,500 indexed objects per user per month, but it is time-limited and reverts to Rovo Free after beta unless the organization opts in to paid Standard. Glean is normally a sales-led enterprise purchase.
Which tool starts cheaper?
Rovo starts cheaper when the buyer already pays for eligible Atlassian Cloud plans and can use the included Rovo allowances. Glean needs a deliberate enterprise purchase, but it can still be the better budget answer if the real problem is governed knowledge across many non-Atlassian systems.
Can I use Glean and Atlassian Rovo together?
Yes. A split-seat setup makes sense when one tool covers the default workflow and the other handles the narrower job it clearly does better.
What is the main tradeoff in Glean vs Atlassian Rovo?
Glean is the better buy when the company needs an open, governed knowledge layer across many systems and assistants. Atlassian Rovo is the better buy when the team already lives in Jira and Confluence and wants bundled AI with a lower upfront barrier.
Which is easier to standardize across a company?
Choose Glean for horizontal context governance; choose Rovo for suite-native Atlassian rollout.
Is Glean better than Atlassian Rovo?
Glean is the better buy when the company needs an open, governed knowledge layer across many systems and assistants. Atlassian Rovo is the better buy when the team already lives in Jira and Confluence and wants bundled AI with a lower upfront barrier.
How much does Glean cost?
Glean does not publish a fully comparable self-serve paid starting price, so budgeting still requires a manual quote or plan-specific review.
How much does Atlassian Rovo cost?
Atlassian Rovo has published paid plans starting at $20/month (Rovo Dev Standard), and a $0 or included entry is also listed; compare that entry's allowance before treating it as a full free seat.
Which tool is cheaper for team rollout?
The published pricing is approximate because at least one side relies on quote-only or incomplete monthly pricing.
Keep comparingRelated comparisonsExplore other candidates and shortlists by use case.

Keep comparing

Related comparisons

Explore other candidates and shortlists by use case.

GleanGlean Read pricing guideGlean does not behave like a simple published per-seat subscription in this catalog; treat it as a custom enterprise deployment where connector scope, security posture, rollout size, and support needs drive the quote.Atlassian RovoAtlassian Rovo Read pricing guideRovo Dev Standard costs $20 per developer per month for 2,000 credits that reset monthly. Extra usage is $0.01 per credit; Atlassian's published default extra-usage limit is another 2,000 credits, so the ordinary pre-tax planning range is $20–$40 per developer per month unless an admin changes that cap. A separate, eligibility-dependent Rovo Dev Free path gives an activated paid-Jira site 350 credits per user per month and has no paid extra usage. Do not confuse either Rovo Dev offer with core Rovo: Rovo Search, Chat, and Agents start at $0 incremental cost inside eligible paid Atlassian Cloud plans, with their own pooled allowances.GleanGlean Read alternatives guideThe best Glean alternative depends on where company knowledge already lives: Atlassian Rovo for Jira and Confluence-centered teams, ChatGPT for broad assistant standardization, and Notion AI for Notion-native execution.Atlassian RovoAtlassian Rovo Read alternatives guideRovo is easiest to keep when Jira, Confluence, Jira Service Management, or Atlassian collections are already the work graph. Otherwise, Glean, ChatGPT, Notion AI, or Microsoft 365 Copilot Business may match the real knowledge surface better.Use casesAI tools with SSO and compliance for governed teams: fit guideFor teams that must treat AI as a governed operating layer because permissions, admin control, data boundaries, review, and spend controls are part of the buying decision.ChangesSee recent changes affecting Glean and Atlassian RovoGlean's MCP and open-agent model makes it compelling as a horizontal enterprise context layer. Atlassian's current Rovo model is also clearer: core Rovo rides paid Jira, Confluence, Service Collection, and Teamwork Collection plans with pooled credit and indexed-object allowances, and its $0.01-per-credit extra-usage billing is scheduled to start on December 3, 2026. Current support documentation also describes an eligibility-bound Rovo Dev Free path: 350 credits per user per month per activated paid-Jira site, no paid extra usage, and no access after the limit; the public pricing FAQ calls availability limited. Confirm that entitlement before it changes a pilot budget. Otherwise Rovo Dev Standard remains a separate $20/developer coding seat with paid extra usage and admin-set limits. The split is open cross-stack governance versus bundle fit, allowance math, and Atlassian-native rollout.
Glean vs Atlassian Rovo (2026): pricing, features, and best choice | AgentHub