Teable
Teable is spending this release cycle making computed fields and admin recovery trustworthy
Comparison · Collab
Confluence vs Document360
A side-by-side editorial comparison of Confluence and Document360 — release velocity, themes, recent moves, and the top alternatives to consider.
Confluence vs Document360: at a glance
| Feature | Confluence | Document360 |
|---|---|---|
| Sector | Collab | Collab |
| Velocity score | 2.5 | 6.3 |
| Sparks · 30d | 0 | 1 |
| Top themes | archived-content, data-center, no-signal, documentation | api, oauth, mcp, knowledge base |
| Last editorial update | 3mo ago | 1d ago |
| Website | Visit → | — |
What is Confluence?
Confluence's tracked changelog stream is surfacing archive pages, not new releases.
The recent entries on this stream are not new Confluence releases — they're long-archived release-notes pages (Confluence 2.6.x, 2.7.x, dated to legacy 2.x lines) and Data Center documentation pages (Create a Space, Organize your Space, PDF export customizations). Current product (10.x Data Center, Cloud) work is not visible here.
What is Document360?
Document360 rebuilds its public API and turns docs into an agent-readable surface.
Document360 ships a dated release every two to four weeks and the last six months have been dominated by two threads: making the knowledge base machine-consumable, and hardening enterprise access control. The AI thread runs from the March MCP server through publishing and workflow tools in June and per-reader-group AI restrictions this month; the access thread runs SCIM provisioning, multiple JWT configurations, and reader permission inheritance. This release adds a ground-up API v3 with OAuth 2.0 and scoped keys.
Confluence vs Document360: editorial side-by-side
Confluence
2.5COLLAB
Confluence's tracked changelog stream is surfacing archive pages, not new releases.
◆ Current state
The recent entries on this stream are not new Confluence releases — they're long-archived release-notes pages (Confluence 2.6.x, 2.7.x, dated to legacy 2.x lines) and Data Center documentation pages (Create a Space, Organize your Space, PDF export customizations). Current product (10.x Data Center, Cloud) work is not visible here.
◆ Where it's heading
Nothing about the actual Confluence trajectory can be inferred from these entries. The signal is upstream of the product — the changelog source for this listing is enumerating archived pages rather than active release notes. Real direction has to be read elsewhere.
◆ Prediction
No grounded prediction is possible from this stream. Once the source pulls actual Confluence Cloud or DC 10.x release notes, the picture will shift; until then, treat this product card as low-signal.
Document360
6.3COLLAB
Document360 rebuilds its public API and turns docs into an agent-readable surface.
◆ Current state
Document360 ships a dated release every two to four weeks and the last six months have been dominated by two threads: making the knowledge base machine-consumable, and hardening enterprise access control. The AI thread runs from the March MCP server through publishing and workflow tools in June and per-reader-group AI restrictions this month; the access thread runs SCIM provisioning, multiple JWT configurations, and reader permission inheritance. This release adds a ground-up API v3 with OAuth 2.0 and scoped keys.
◆ Where it's heading
The product is being rebuilt around programmatic access rather than portal usage. MCP made the knowledge base writable by an assistant, llms.txt made it discoverable to crawlers, copy-as-Markdown and open-in-ChatGPT made articles portable, and API v3 now gives all of that a permission-aware substrate the old v1/v2 endpoints could not support. The same permission model is showing up on the reader side too — Eddy AI features are now gated per reader group — so authorization is becoming the shared spine across API, AI, and reader access.
◆ Prediction
Expect the advanced API v3 endpoints to keep expanding as a paid add-on and the MCP server to be re-plumbed onto v3's scoped-key model, since MCP currently sits outside the new authorization scheme. A v1/v2 deprecation notice is the other likely follow-up.
Alternatives to Confluence and Document360
Other Collab products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Confluence or Document360.
GitHub
Copilot's model roster churns weekly while GitHub quietly rewires policy and billing plumbing
Hive
Governance and cross-workspace plumbing, not new AI surface
AFFiNE
A nightly canary train where the AI platform work hides between dependency bumps
Flame
Self-hosted dashboard that finished its feature arc and stopped shipping in 2023.
CommaFeed
A self-hosted RSS reader that now spends most of its release notes on security.
See all Confluence alternatives → · See all Document360 alternatives →
Recent activity from Confluence and Document360
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoDocument360API v3 rebuild adds OAuth 2.0 and scoped API keys ⚡
- 8d agoDocument360Interactive API reference with a rebuilt Try It! console
- 29d agoDocument360Find and replace spans variables, snippets, and links
- 1mo agoDocument360Native Mermaid diagrams and automatic llms.txt generation
- 1mo agoDocument360MCP server gains publishing and workflow controls
- 2mo agoDocument360Multiple JWT configs and an MCP analytics dashboard
- 3mo agoConfluenceArchived Confluence 2.6.1 release notes (legacy)
- 4mo agoConfluenceArchived Confluence 2.6.2 release notes (legacy)
- 4mo agoConfluenceLong Term Support releases (doc index page)
- 4mo agoConfluenceDocumentation page: Create a Space
- 4mo agoConfluenceArchived Confluence 2.6.3 release notes (legacy)
- 4mo agoConfluenceDocumentation page: Organize your Space
Frequently asked questions
What is the difference between Confluence and Document360?
They serve adjacent needs but don't currently overlap on shipped themes. Document360 is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Confluence better than Document360?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Document360 is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Collab products to evaluate alongside.
What are the best alternatives to Confluence?
Top Confluence alternatives in Collab are ranked by recent ship velocity. Browse the "Confluence alternatives" section above for the current picks, or visit /alternatives/confluence for the full list with editorial commentary on each.
What are the best alternatives to Document360?
Top Document360 alternatives in Collab are ranked by recent ship velocity. Browse the "Document360 alternatives" section above for the current picks, or visit /alternatives/document360 for the full list with editorial commentary on each.