Notion vs Confluence vs Coda (2026)
A major reversal from the last check on this page: Notion discontinued its standalone $8/month AI add-on in May 2025. Full Notion AI is now bundled exclusively into Business — which itself rose from $15 to $20/user/month. Free and Plus users get only a limited AI trial, not ongoing access. Confluence (~$6.05 Standard, ~$11.55 Premium) and Coda (Free, Pro $10, Team $30/Doc Maker) held up largely as before.
Find yourself first
Teams building a company wiki or knowledge base
Weighing all-in-one flexibility against engineering-focused depth.
Engineering teams on Jira
Evaluating Confluence's native ticket-to-doc integration.
Teams wanting interactive documents
Formulas, automations, and calculated fields matter here — Coda's specialty.
Anyone budgeting for Notion AI
The AI cost model changed significantly — worth understanding before committing.
Teams consolidating multiple tools
Comparing all-in-one workspace pricing against per-tool sprawl.
Large teams evaluating Coda's Maker Billing
Only doc creators pay — a real structural cost advantage for the right team shape.
The $8 add-on is gone
The 10-second answer
Notion
Free plan (unlimited pages, 10 guests). Plus $10/user/mo. Business $20/user/mo (corrected, was $15) — now the ONLY way to get full AI, which is bundled in, not a separate add-on. Custom Agent credits bill separately on top.
Free → $10 → $20/moConfluence
Free up to 10 users. Standard ~$6.05/user/mo — cheapest paid tier here. AI (rebranded "Rovo") on Premium (~$11.55/mo), possibly extending to Standard — verify directly.
Free → ~$6.05 → ~$11.55/moCoda
Free (1 doc maker). Pro $10/Doc Maker/mo, Team $30/Doc Maker/mo — confirmed unchanged. Unique: only doc creators pay, editors/viewers free. AI included but credit-metered.
Free → $10 → $30/maker/moMatch your situation
| Your situation | Best fit | Why |
|---|---|---|
| You want docs, databases, wikis, and projects in one tool | Notion | Most flexible all-in-one workspace — adapts to any use case. |
| Your engineering team uses Jira | Confluence | Native Jira integration — tickets link directly to docs. |
| You need formulas, automations, and calculated fields in docs | Coda | Closest to spreadsheet logic in a document — buttons, rules, formulas. |
| You want Notion AI and were hoping to avoid Business | Verify pricing first | The $8/mo add-on is discontinued — full AI now requires Business at $20/user/mo. |
| Most of your team only reads docs, few people create them | Coda | Maker Billing: only doc creators pay. Large teams with few creators = much lower cost. |
| You want the cheapest paid knowledge base | Confluence Standard ~$6.05 | Cheapest per-user paid tier with enterprise pedigree. |
| You're budgeting for AI-heavy Notion use | Budget beyond seat price | Custom Agent credits (~$10/1,000) bill separately on top of Business/Enterprise. |
| Non-engineering teams need a general company wiki | Notion | More flexible, easier interface for non-technical users vs Confluence. |
What will your team actually cost?
Notion and Confluence charge per user. Coda charges only for Doc Makers (users who create docs) — editors and viewers are free. Enter your team size to compare total monthly cost.
⚠️ Notion Business is now the only way to get full AI (bundled, not a separate add-on) — selecting it assumes you want AI included. Coda's Doc Maker percentage is adjustable above; the rest of your team (editors/viewers) is always free on any Coda plan.
The numbers that matter
gone since May 2025 for new Free/Plus customers
was $15 — now the only way to get full AI, bundled
bills separately on top of Business/Enterprise
confirmed, minor variance from sliding-scale pricing
only Doc Makers pay — Pro $10/maker/mo
extra credits beyond plan allocation, metered by usage
Three tools, three cost shapes
Notion — The Everything Workspace, With a Reworked AI Model
Free → $10 → $20/moNotion's flexibility remains its defining characteristic — docs, wikis, projects, databases, and CRM all in one workspace, with the most capable database views (six types) and largest template library (10,000+) in this comparison. What changed materially: the standalone $8/month AI add-on that let Plus users add AI without upgrading to Business was discontinued for new customers in May 2025. Full Notion AI — Notion Agent, Ask Notion, AI Meeting Notes — is now bundled exclusively into Business, which itself rose from $15 to $20/user/month.
- Most flexible all-in-one — docs, wikis, databases, projects, CRM
- Best database views (Table, Board, Calendar, Gallery, Timeline, List)
- Largest template library (10,000+)
- Business bundles full AI at no additional per-feature charge beyond the seat price
- No cheaper path to full AI anymore — Business ($20/user/mo) is now required
- Custom Agent credits (~$10/1,000) bill separately on top of Business/Enterprise for heavy AI use
- Free and Plus users get only a limited AI trial, not ongoing access
- Can become disorganized at scale without governance
Confluence — Engineering Documentation Standard, Cheapest Per-User
Free → ~$6.05 → ~$11.55/moConfluence remains the standard for software engineering documentation, with native Jira integration linking tickets directly to architecture docs and runbooks. At roughly $6.05/user/month for Standard, it's the cheapest paid knowledge base option here, with a free plan covering teams up to 10 users. Atlassian's AI has been rebranded "Rovo," and — worth verifying directly before relying on it — at least one source suggests it may now extend to the Standard tier rather than being Premium-exclusive.
- Cheapest paid plan in this comparison, confirmed via multiple sources
- Best Jira integration — tickets link directly to documentation
- Strong for technical runbooks, architecture docs, ADRs
- Rovo AI (rebranded from Atlassian Intelligence) may now be available from Standard — verify directly
- Interface feels dated vs Notion or Coda
- Not suitable for non-technical / general company wikis
- Becomes a doc graveyard without active curation
- Sliding-scale pricing means your exact per-user rate varies by team size
Coda — Spreadsheet Power in a Document Interface, Confirmed Stable Pricing
Free → $10 → $30/maker/moCoda's Maker Billing model — only users who create documents pay, editors and viewers are always free — was confirmed accurate and unchanged this pass: Free, Pro at $10/Doc Maker/month annual ($12 monthly), Team at $30/Doc Maker/month annual ($36 monthly). Given Notion Business's price rise, the cost gap between Coda and Notion for large teams with few document creators is now even wider than before.
- Only charges for Doc Makers — editors and viewers are free, confirmed stable pricing model
- Most powerful formula engine — closest to spreadsheet in a doc
- Best automations: buttons, rules, form-to-table flows
- Coda AI included on paid plans, not a separate seat-price add-on
- AI credits are metered and pooled — heavy use requires $2-12/Doc Maker/month top-ups
- Free plan capped at 50 objects and 1,000 rows for shared docs
- Steeper learning curve for formulas than Notion
- Smaller template library and community than Notion
Strengths at a glance
| Criteria | Notion | Confluence | Coda |
|---|---|---|---|
| Free plan | Unlimited pages + 10 guests | Up to 10 users, full features | 1 doc maker, unlimited viewers |
| Full AI access | Business only, $20/mo (corrected) | Rovo AI, Premium (maybe Standard+) | Included on paid plans, credit-metered |
| Paid entry price | Plus $10/user/mo | Best — ~$6.05/user/mo | Pro $10/Doc Maker/mo |
| Database/formula power | Best views — 6 types | Limited table views | Best — spreadsheet-grade formulas |
| Jira integration | Third-party only | Best — native | Via integrations/Packs |
| Large team value (few creators) | Per-user — expensive at scale | Per-user — expensive at scale | Best — Maker Billing, gap now wider |
🟢 STRONG · 🟠 ACCEPTABLE WITH CAVEATS · 🔴 WEAK / WATCH OUT
Feature by feature
| Feature | Notion | Confluence | Coda |
|---|---|---|---|
| Free plan | ✓ Unlimited pages, 10 guests | ✓ Full features up to 10 users | ⚡ 1 doc maker, unlimited viewers |
| Paid entry | Plus $10/user/mo | ✓ Standard ~$6.05/user/mo — cheapest | Pro $10/Doc Maker/mo (editors free) |
| Full AI availability | ✗ Business only, $20/mo (corrected — no cheaper path) | ⚡ Rovo AI — Premium, possibly Standard+ | ✓ Included on all paid plans, credit-metered |
| Database views | ✓ Best — Table, Board, Calendar, Gallery, Timeline, List | ✗ Limited table views | ✓ Strong + powerful formulas |
| Jira integration | ⚡ Via third-party integrations | ✓ Native — best in class | ⚡ Via integrations/Packs |
| Automations | ⚡ Basic automations | ⚡ Limited (more on Premium) | ✓ Best — buttons, rules, form logic |
| Template library | ✓ Best — 10,000+ templates | Strong for technical docs | Growing — smaller than Notion |
| Pricing model | Per user | Per user | ✓ Per Doc Maker only — editors free |
Every plan, verified
Notion's entire AI/Business narrative needed reversing this pass. Confluence and Coda both held up largely as previously described, with a few new details added.
| Tier | Notion | Confluence | Coda |
|---|---|---|---|
| Free | Unlimited pages/blocks · 10 guests · limited AI trial | ✓ Full features up to 10 users | 1 doc maker · unlimited editors/viewers · 50-object/1,000-row cap |
| Entry paid | Plus $10/user/mo (confirmed unchanged) · limited AI trial only | ✓ Standard ~$6.05/user/mo — cheapest here | Pro $10/Doc Maker/mo · editors free · AI included, credit-metered |
| AI-inclusive tier | Business $20/user/mo (corrected, was $15) — ONLY way to get full AI now | Premium ~$11.55/user/mo · Rovo AI included | Included from Pro — extra credits $2-12/maker/mo if exceeded |
| Top public tier | Enterprise — custom, adds SCIM, audit logs | Enterprise — custom, ~$23-25/user/mo reported | Team $30/Doc Maker/mo (confirmed) · Enterprise custom |
| New metered cost | Custom Agent credits ~$10/1,000 (new, on top of Business/Enterprise) | — | AI credit top-ups $2 (2K credits) to $12 (unlimited)/maker/mo |
| Watch out for | No cheaper AI path exists anymore. AI must be enabled workspace-wide, not per-user. | Sliding-scale pricing varies by team size. Becomes a doc graveyard without curation. | Maker Billing means actual cost depends on how many people CREATE docs vs just read them. |
Choose by fit
Choose Notion if…
- You want one tool for docs, wikis, projects, databases, and CRM
- Non-technical team members need easy adoption
- You're prepared to budget for Business ($20/user/mo) if AI matters to your team
- You need the largest template library (10,000+)
- You want to consolidate multiple tools into one workspace
Choose Confluence if…
- Your engineering team already uses Jira
- You need technical docs linked directly to Jira tickets
- You want the cheapest paid knowledge base (~$6.05/user/mo)
- You are an Atlassian shop (Jira, Bitbucket, Trello)
- Engineering documentation is the primary use case
Choose Coda if…
- You need formula-powered interactive documents
- Automation (buttons, rules, form logic) inside docs matters
- Most of your team are readers/editors, not document creators
- AI included without a per-seat surcharge is important
- You want the closest thing to a spreadsheet in a document tool
Match the tool to your team
Company wiki
NotionMost flexible, easiest for non-technical users, best templates.
Engineering docs + Jira
ConfluenceNative Jira integration — tickets link to docs natively.
Full Notion AI on a budget
No longer possibleThe $8 add-on route is gone — Business ($20/user) is now required.
Large teams (50+ users)
Coda (Maker Billing)Only pay for doc creators — the cost gap vs Notion just widened.
Cheapest paid plan
Confluence ~$6.05/userLowest per-user rate with free plan up to 10 users.
Interactive docs + formulas
CodaBest formula engine — spreadsheet-grade logic in document interface.
AI included, no separate charge
CodaAI included on paid plans — Notion now requires the pricier Business tier.
Automations in docs
CodaButtons, rules, form-to-table logic — best automation system in comparison.
What vendors won't lead with
🔄 Notion's AI add-on is gone — verify any guide claiming otherwise
The standalone $8/user/month AI add-on that worked on any plan was discontinued for new Free/Plus customers in May 2025. If you're reading a guide (or budget) that assumes you can add AI to Plus for $8/month, that information is now stale — full AI requires Business at $20/user/month.
💵 Notion Business rose 33% alongside the AI bundling change
Business moved from $15 to $20/user/month (annual). A 20-person team wanting full AI now pays $400/month minimum — there's no cheaper path since the old Plus+AI combination is unavailable to new customers.
🤖 Notion's Custom Agent credits are a new metered cost
Since May 4, 2026, Custom Agents bill separately at roughly $10 per 1,000 Notion credits, on top of the Business or Enterprise seat price. Heavy agent users should budget for this beyond the headline $20/user/month.
🔍 Coda's Maker Billing model requires knowing your actual creator count
Coda's $10/Doc Maker/month rate sounds similar to Notion's $10/user/month — but only users who create documents pay. A 50-person team where 5 people create docs pays $50/month on Coda Pro versus what would now be $1,000/month if that same team needed full AI on Notion Business.
💳 Coda's AI is included but metered — heavy use costs extra
AI credits are pooled at the workspace level and reset monthly with no rollover. Once you exceed your plan's allocation, extra credits cost $2-12 per Doc Maker per month depending on the tier — a team of 5 Doc Makers going unlimited adds $60/month on top of the base plan.
📚 Confluence becomes a doc graveyard without curation
Without active curation and page ownership, Confluence spaces fill with outdated docs nobody maintains. The tool works well only when teams establish documentation culture and space maintenance processes from the start.
Quick answers
Yes, as of this verification — this reverses what was previously true. Notion discontinued its standalone $8/user/month AI add-on for new Free and Plus customers in May 2025. Full Notion AI (Notion Agent, Ask Notion, AI Meeting Notes) is now bundled exclusively into Business ($20/user/month, corrected from $15) and Enterprise. Free and Plus users get only a limited AI trial, not ongoing access.
Coda charges only for Doc Makers — users who create documents. Editors, commenters, and viewers of any Coda doc are always free. This Maker Billing model means a 50-person team where 5 people create docs and 45 people read and edit them pays for 5 Doc Makers at $10/month = $50/month (Pro plan). Given Notion Business's price rise to $20/user/month for full AI, the cost gap between the two platforms for large teams with few creators is now even wider.
Yes — Notion's free plan remains permanently available with unlimited pages and blocks for personal use, plus up to 10 guests. For team collaboration or ongoing AI access, paid plans are required — Plus ($10/user/month) for core features, or Business ($20/user/month, corrected) if full AI matters, since the free plan's AI access is now limited to a trial allocation only.
For technical documentation linked to Jira tickets, yes — and Confluence remains cheaper at roughly $6.05/user/month for Standard. For general company wikis, project management, and non-engineering teams, no. Confluence's interface is more dated and it's less flexible for non-documentation use cases. Most companies use Confluence for engineering docs and Notion for general company use.
Both are flexible document and database tools, but Coda's AI is included on its paid plans (Pro at $10/Doc Maker/month) without requiring a jump to a pricier tier, whereas Notion now requires Business ($20/user/month) for any ongoing AI access. Coda's Maker Billing model also makes it structurally cheaper for large teams where document creation is concentrated among a small group, and that cost gap has widened following Notion's changes.
Ready to choose your knowledge base tool?
All three offer free plans — try them before committing to paid, especially given Notion's changed AI pricing.