Confluence verdict: still the right answer for Jira shops, a wrong one elsewhere

How we tested

We ran Confluence Premium at a 60-person engineering org for 90 days, with a separate side-by-side test of Notion for the same team's documentation workflows. We benchmarked editor performance against 12 reference page types, tested 18 Marketplace Apps, measured Rovo search precision against a corpus of 1,400 production pages, and tracked support response times through two incidents. Pricing was verified against November 2025 invoices including App add-ons.

The verdict, in 60 seconds

Where the 80 comes from

Eight weighted dimensions on the SaaS rubric. Confluence scores 80 by being unusually strong on security and integrations while held back by UX and editor quality.

Dimension	Weight	Confluence	What it measures
Feature depth	20%	85	Spaces, templates, macros, Apps, Rovo AI — broad feature set, weaker on modern block-style editing.
UX & onboarding	18%	70	The weakest dimension. Editor is dated, page loads slow, mobile experience underwhelming.
Pricing value	14%	84	List per-seat price is reasonable; total cost with Apps is higher than the headline.
Integrations	12%	88	Atlassian-stack integration is unmatched. Outside the stack, integrations are functional but unremarkable.
Security & compliance	10%	90	SOC 2 Type II, ISO 27001, GDPR, HIPAA Enterprise. Permissions model is genuinely enterprise-grade.
Support	10%	78	Email and ticket support on Standard, 24/7 on Premium and Enterprise. Quality varies by region.
Trust & uptime	8%	85	99.95% measured. Multi-region deployment helps recovery. Past Cloud incidents weighed sentiment.
Ecosystem	8%	86	Atlassian Marketplace is large and mature. Community is heavily enterprise-dev-oriented.

Weighted total: 80. Heavy weight on UX (18%) drags the score; would be 85+ if Atlassian shipped a modern editor.

What it gets right

Jira integration is the moat

Embedding live Jira issue lists, linking pages to epics, showing sprint progress inside a doc — Confluence does this natively, with no third-party connector. For engineering orgs running Jira, this is the practical differentiator that justifies staying on Confluence even when the editor frustrates.

Enterprise-grade permissions

Space-level, page-level, and group-based restrictions all work and compose cleanly. Compared to Notion's still-evolving permission model, Confluence is mature: you can lock a single page to a single group without breaking inheritance, audit access, and apply policy across spaces.

Rovo AI made search usable

The 2025 Rovo rollout dramatically improved natural-language search across a knowledge base. We measured top-1 result accuracy improve from 62% (pre-Rovo) to 84% on a 1,400-page corpus. Summarization is also credible — the AI-generated page summaries are usable without heavy editing.

Templates and blueprints

Confluence's templates have been refined over 20 years. Meeting notes, decision records, RFCs, retrospectives, project plans — the templates are mature and discoverable. New page creation is faster than starting blank in Notion.

Where it falls short

Editor is the weak link

Block-based editing in Confluence still feels like a 2022 product in 2026. Drag-drop is brittle, slash commands have fewer options than Notion's, embed support is uneven. The team that came from Notion will spend the first month asking why basic features are missing.

Page load times drag

Pages with multiple macros (Jira embeds, charts, tables) take 2-4 seconds to render. Compared to Notion's near-instant page navigation, the friction adds up across a workday. Performance has improved but remains a real complaint.

Marketplace App costs are real

Confluence on its own is cheap. Add the Apps most teams actually want — diagramming, advanced analytics, exporting, templates — and the effective per-seat cost is closer to $20-25 than the headline $6-12. Budget accordingly.

Server-to-Cloud migration legacy

Many enterprises that moved from Server to Cloud in 2022-23 still carry data structure debt from the migration. Spaces that didn't translate cleanly, broken links, duplicate pages. This is a self-inflicted Atlassian problem and a real friction point for buyers inheriting deployments.

Mobile is a viewer, not an editor

The mobile apps work for reading and light commenting. Real editing is desktop-only. For a 2026 wiki, this is below par.

Pricing reality

Confluence has the lowest list price among major wikis at Standard tier. The honest cost is at Premium with a typical App stack.

Plan	Price	Users included	Best for
Free	$0	Up to 10	Tiny teams testing
Standard	$6.05 / user / mo	Up to 50,000	Basic wikis, no AI
Premium	$11.55 / user / mo	Up to 50,000	Rovo AI, analytics, 99.9% SLA
Enterprise	Custom	Unlimited	Multi-region, dedicated support

Marketplace Apps typically add $5-15/user/month effective cost. Standard plan without AI feels increasingly limited in 2026; Premium is the practical floor for new deployments.

Benchmark matrix

Benchmarks against the wiki and knowledge-base alternatives.

Workload	Confluence	Notion	Coda	Slab
Page load time (p95)	2.4s	0.8s	1.4s	0.9s
Editor responsiveness (1-10)	6	9	8	9
Search precision (top-1)	84% (w/ Rovo)	82%	78%	85%
Jira integration depth	Native, deep	Plugin	Pack	None
Per-seat list price	$6-12	$8-18	$12-36	$8-15

Confluence wins on Jira integration and permissions depth. Loses on editor quality and page-load speed. The right tool for one specific shape of organization; the wrong tool for most others.

Cost-to-performance ratio

Cost per active user per year, including typical App add-ons.

Tool	Annual cost (50 seats, with apps)	Avg active rate	Cost / active user / year
Confluence Standard + apps	$7,200	72%	$200
Confluence Premium + apps	$13,800	76%	$363
Notion Business	$9,000	88%	$205
Coda Team	$4,320	65%	$133 (5 makers, 45 viewers free)

Headline price is low but realistic cost (with Apps) lands close to Notion. The actual question is fit, not cost.

Hardware & software stack

Confluence Cloud runs on AWS, Atlassian-managed. The architecture is multi-tenant SaaS with EU data residency available on Premium and Enterprise. Search is powered by Atlassian's proprietary engine plus Rovo AI on Premium+. Storage is replicated across availability zones with daily backups. Page rendering is a server-side mix; macro-heavy pages execute server-side which contributes to load latency.

Scenario simulation: what Confluence costs for your work

Three operating shapes where we tested Confluence against realistic team scenarios.

Use-case match matrix

Workload	Confluence fit	Better alternative
Engineering team wiki (with Jira)	Excellent	Default answer for Atlassian shops
Engineering team wiki (no Jira)	Mixed	Notion or Slab usually better
Product requirements / specs	Strong	Templates and Jira embeds make this clean
Meeting notes	Strong	Templates are mature; AI summaries help
Internal blog / company news	Mixed	Editor friction hurts adoption
Customer-facing knowledge base	Avoid	Use Helpjuice, Document360, or Notion sites
Sales playbook / enablement	Mixed	Possible but most sales teams pick Notion or Guru
Decision records / ADRs	Excellent	Templates and audit trail are best-in-class
Onboarding documentation	Strong	Permissions model handles new-hire access cleanly
Long-form policy / compliance	Strong	Enterprise permissions and audit trail justify it

Stability & uptime history

Confluence Cloud's uptime has improved meaningfully since the 2022 incidents.

Period	Stated SLA	Measured uptime	Major incidents
Last 30 days	99.95%	100.00%	0
Last 90 days	99.95%	99.97%	1 (28-min Rovo outage)
Last 12 months	99.95%	99.95%	4 (longest: 1hr 45min)
Worst month	99.95%	99.78%	Aug 2025, 1hr 45min editor outage

At the stated SLA on a trailing-12-month basis. Two of the four incidents involved Rovo AI specifically — the AI layer is still maturing.

Longitudinal pricing data

Pricing history. Standard tier has crept up while Premium grew faster, especially after Rovo launched.

Year	Free	Standard	Premium
2021	$0	$5.50	$10.50
2022	$0	$5.75	$11.00
2023	$0	$5.75	$11.00
2024	$0	$6.05	$11.55 (Rovo launches)
2025	$0	$6.05	$11.55
2026 YTD	$0	$6.05	$11.55

Modest per-seat increases over 5 years. The bigger trend is the value shift to Premium with Rovo, pushing more teams off Standard.

Community sentiment

Community sentiment across G2, Reddit, Capterra, and GAX user interviews.

Source	Sample size	Avg rating	Top complaint	Top praise
G2	3,640 reviews	4.1	Editor UX	Jira integration
Capterra	1,540 reviews	4.4	Page load speed	Permissions / governance
Reddit r/atlassian	240+ threads sampled	3.8	Marketplace App costs	Rovo search improvement
GAX user interviews	29 engineering and product leads	4.0	Editor lag vs. Notion	Audit / compliance fitness

Sentiment is firmly in 'inherited, kept' territory. Few new buyers picking Confluence over Notion in 2026 unless they're already on Jira.

Who should avoid this

Skip this if you fall into any of these buckets. Naming it up-front beats a support ticket later.

• Teams not running Jira — the moat disappears and competitors win on UX
• Documentation-heavy teams where editor experience is the daily friction
• Customer-facing knowledge bases — purpose-built tools (Helpjuice, Document360) are better
• Small teams under 20 people — Notion or Coda will be smoother and similarly priced
• Heavy mobile-edit workflows
• Buyers unwilling to budget for Marketplace Apps that the headline price doesn't include

Testing evidence

Figure 1: Page load time across 12 reference page types

Simple text page: 0.8s. Page with 3 Jira embeds: 2.1s. Page with table + chart + embed: 3.4s. Notion equivalents: 0.3s, 0.7s, 1.1s.

Figure 2: Rovo AI search precision vs. baseline

Pre-Rovo top-1 accuracy: 62%. Post-Rovo: 84% on a 1,400-page corpus. Top-5: 76% → 94%. Meaningful upgrade.

ROI calculator

Plug your team's workload to see what Confluence costs you. Numbers update live.

The verdict

Confluence earns 80 by being the most mature enterprise wiki and the only practical choice for organizations already standardized on Atlassian. The Jira integration, permissions depth, and Rovo AI improvements keep it viable in 2026. The honest constraints are editor quality, page-load speed, and the Marketplace App tax that distorts the headline pricing. If your org runs Jira, Confluence is still the path of least resistance. If you have a clean slate or a non-Atlassian stack, Notion or Coda will serve your team better — and your new hires will thank you.

If Confluence doesn't fit, consider