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At Universe, GitHub folds Copilot into Enterprise seats and lets Copilot Fusion pick the model.
Alternatives · team collaboration tools
Zoho Notebook alternatives
The best Zoho Notebook alternatives in team collaboration tools, ranked by Sparkpulse's velocity_score.
Updated Oct 28, 2026
Looking for the best alternatives to Zoho Notebook? Sparkpulse tracks and ranks 12 alternatives in team collaboration tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Zoho Notebook shipped 0 meaningful updates in the last 30 days and carries a velocity score of 2.5 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Zoho Notebook
Zoho Notebook layers AI onto a note app, but its feed runs heavy on marketing.
Zoho Notebook's tracked feed is a slow, marketing-heavy blog — digital-minimalism essays, year-in-review recaps, and seasonal posts interleaved with a few genuine product announcements. The real signal in the window is the product's AI buildout: Notebook AI (an in-app assistant) and AI Meeting Notes, plus periodic Apple-OS support refreshes. Cadence is low and entries span more than a year.
Velocity 2.5 · Last update 4mo ago
Top 12 alternatives to Zoho Notebook
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
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Teable's Structured Query v2 now reports across multi-hop relations, with a strict mode against SQL.
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Ask Double can now read and post in Microsoft Teams on an accountant's behalf.
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Mattermost v12 puts user-scoped permissions, private models and audit trails on every agent action.
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Readwise splits its bundle into Reader-only and Highlights-only plans and renames its first app.
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Softr adds a one-click path off Airtable, moving data, automations and apps onto Softr Database.
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Wiki.js 3 beta.705 ships a built-in MCP server and page ownership with lifecycle rules.
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Wiki.js 3.0 beta ships an MCP server so AI agents can work against the wiki directly.
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Hive lets agents act on proof feedback and puts its tasks inside Claude and ChatGPT.
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Skedda Companion can now be pushed to every laptop through MDM for full presence data.
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Nextcloud ships three patch lines in a day as 35.0.2 adds webhook metadata and a report API.
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SiYuan 3.8.9 reaches RC, adding AI-agent extraction of images embedded in PDFs.
Zoho Notebook vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| Zoho Notebook (baseline) | 2.5 | 0 | note-takingai assistantproductivity | Meet Notebook AI: Your personal AI assistant in Zoho Notebook |
| GitHub | 10.0 | 2 | copilotmodel-routingenterprise-bundling | Route and orchestrate models with GitHub Copilot Fusion |
| Teable | 7.5 | 2 | no-code-databaseai-agentsmcp | Chat-first workspace preview, named queries, data-retention controls |
| Double | 7.5 | 2 | ai-assistantaccountingconnectors | Ask Double comes to Xero; Consolidations enters beta |
| Mattermost | 6.3 | 1 | ai agentsaccess controlself-hosted | Mattermost v12: Agents Are Doing the Work. Now Control What They Can See. |
| Readwise | 6.3 | 1 | pricingreader-apptext-to-speech | Readwise unbundles: Reader-only and Highlights-only plans |
| Softr | 6.3 | 1 | no-codeapp-builderdatabase | Migrate from Airtable |
| Wiki.js | 6.3 | 1 | wikiknowledge-managementmcp | Wiki.js 3 beta.705: built-in MCP server, page lifecycle rules |
| Wiki.js | 6.3 | 1 | wikiknowledge-basemcp | Wiki.js 3.0 beta adds MCP server and page lifecycle rules |
| Hive | 6.3 | 1 | project managementcreative proofingai agents | Edit PDF text and let agents apply proof feedback |
| Skedda | 6.3 | 0 | workplace-managementoccupancy-analyticsvisitor-management | Build with the Skedda API |
| Nextcloud | 6.3 | 0 | self-hostedfile-sharingsecurity-patches | Nextcloud 35: Euro-Office replaces OnlyOffice, FrankenPHP support |
| SiYuan | 5.0 | 0 | note-takingknowledge baseai agent | — |
The 12 best Zoho Notebook alternatives, in depth
1. GitHub · velocity 10.0
At Universe, GitHub folds Copilot into Enterprise seats and lets Copilot Fusion pick the model.
Over the last 30 days GitHub shipped 2 meaningful updates vs Zoho Notebook's 0, most recently “Route and orchestrate models with GitHub Copilot Fusion”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where Zoho Notebook leans on note taking, ai assistant and productivity, GitHub focuses on copilot, model routing and enterprise bundling.
Over the last 30 days GitHub has been shipping faster than Zoho Notebook — a point in its favour if release momentum matters to you.
Full GitHub trajectory → · Compare Zoho Notebook vs GitHub →
2. Teable · velocity 7.5
Teable's Structured Query v2 now reports across multi-hop relations, with a strict mode against SQL.
Over the last 30 days Teable shipped 2 meaningful updates vs Zoho Notebook's 0, most recently “Chat-first workspace preview, named queries, data-retention controls”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Zoho Notebook leans on note taking, ai assistant and productivity, Teable focuses on no code database, ai agents and mcp.
Over the last 30 days Teable has been shipping faster than Zoho Notebook — a point in its favour if release momentum matters to you.
Full Teable trajectory → · Compare Zoho Notebook vs Teable →
3. Double · velocity 7.5
Ask Double can now read and post in Microsoft Teams on an accountant's behalf.
Over the last 30 days Double shipped 2 meaningful updates vs Zoho Notebook's 0, most recently “Ask Double comes to Xero; Consolidations enters beta”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Zoho Notebook leans on note taking, ai assistant and productivity, Double focuses on ai assistant, accounting and connectors.
Over the last 30 days Double has been shipping faster than Zoho Notebook — a point in its favour if release momentum matters to you.
Full Double trajectory → · Compare Zoho Notebook vs Double →
4. Mattermost · velocity 6.3
Mattermost v12 puts user-scoped permissions, private models and audit trails on every agent action.
Over the last 30 days Mattermost shipped 1 meaningful update vs Zoho Notebook's 0, most recently “Mattermost v12: Agents Are Doing the Work. Now Control What They Can See.”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Zoho Notebook leans on note taking, ai assistant and productivity, Mattermost focuses on ai agents, access control and self hosted.
Over the last 30 days Mattermost has been shipping faster than Zoho Notebook — a point in its favour if release momentum matters to you.
Full Mattermost trajectory → · Compare Zoho Notebook vs Mattermost →
5. Readwise · velocity 6.3
Readwise splits its bundle into Reader-only and Highlights-only plans and renames its first app.
Over the last 30 days Readwise shipped 1 meaningful update vs Zoho Notebook's 0, most recently “Readwise unbundles: Reader-only and Highlights-only plans”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Zoho Notebook leans on note taking, ai assistant and productivity, Readwise focuses on pricing, reader app and text to speech.
Over the last 30 days Readwise has been shipping faster than Zoho Notebook — a point in its favour if release momentum matters to you.
Full Readwise trajectory → · Compare Zoho Notebook vs Readwise →
6. Softr · velocity 6.3
Softr adds a one-click path off Airtable, moving data, automations and apps onto Softr Database.
Over the last 30 days Softr shipped 1 meaningful update vs Zoho Notebook's 0, most recently “Migrate from Airtable”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Zoho Notebook leans on note taking, ai assistant and productivity, Softr focuses on no code, app builder and database.
Over the last 30 days Softr has been shipping faster than Zoho Notebook — a point in its favour if release momentum matters to you.
7. Wiki.js · velocity 6.3
Wiki.js 3 beta.705 ships a built-in MCP server and page ownership with lifecycle rules.
Over the last 30 days Wiki.js shipped 1 meaningful update vs Zoho Notebook's 0, most recently “Wiki.js 3 beta.705: built-in MCP server, page lifecycle rules”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Zoho Notebook leans on note taking, ai assistant and productivity, Wiki.js focuses on wiki, knowledge management and mcp.
Over the last 30 days Wiki.js has been shipping faster than Zoho Notebook — a point in its favour if release momentum matters to you.
Full Wiki.js trajectory → · Compare Zoho Notebook vs Wiki.js →
8. Wiki.js · velocity 6.3
Wiki.js 3.0 beta ships an MCP server so AI agents can work against the wiki directly.
Over the last 30 days Wiki.js shipped 1 meaningful update vs Zoho Notebook's 0, most recently “Wiki.js 3.0 beta adds MCP server and page lifecycle rules”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Zoho Notebook leans on note taking, ai assistant and productivity, Wiki.js focuses on wiki, knowledge base and mcp.
Over the last 30 days Wiki.js has been shipping faster than Zoho Notebook — a point in its favour if release momentum matters to you.
Full Wiki.js trajectory → · Compare Zoho Notebook vs Wiki.js →
9. Hive · velocity 6.3
Hive lets agents act on proof feedback and puts its tasks inside Claude and ChatGPT.
Over the last 30 days Hive shipped 1 meaningful update vs Zoho Notebook's 0, most recently “Edit PDF text and let agents apply proof feedback”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Zoho Notebook leans on note taking, ai assistant and productivity, Hive focuses on project management, creative proofing and ai agents.
Over the last 30 days Hive has been shipping faster than Zoho Notebook — a point in its favour if release momentum matters to you.
10. Skedda · velocity 6.3
Skedda Companion can now be pushed to every laptop through MDM for full presence data.
Its velocity score of 6.3/10 reflects longer-term release cadence; its most recent meaningful update was “Build with the Skedda API”.
Where Zoho Notebook leans on note taking, ai assistant and productivity, Skedda focuses on workplace management, occupancy analytics and visitor management.
Skedda and Zoho Notebook have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Skedda trajectory → · Compare Zoho Notebook vs Skedda →
11. Nextcloud · velocity 6.3
Nextcloud ships three patch lines in a day as 35.0.2 adds webhook metadata and a report API.
Its velocity score of 6.3/10 reflects longer-term release cadence; its most recent meaningful update was “Nextcloud 35: Euro-Office replaces OnlyOffice, FrankenPHP support”.
Where Zoho Notebook leans on note taking, ai assistant and productivity, Nextcloud focuses on self hosted, file sharing and security patches.
Nextcloud and Zoho Notebook have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Nextcloud trajectory → · Compare Zoho Notebook vs Nextcloud →
12. SiYuan · velocity 5.0
SiYuan 3.8.9 reaches RC, adding AI-agent extraction of images embedded in PDFs.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Zoho Notebook leans on note taking, ai assistant and productivity, SiYuan focuses on note taking, knowledge base and ai agent.
SiYuan and Zoho Notebook have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full SiYuan trajectory → · Compare Zoho Notebook vs SiYuan →
Frequently asked questions
What are the best alternatives to Zoho Notebook?
The top Zoho Notebook alternatives we currently track in team collaboration tools are GitHub, Teable, Double, Mattermost, Readwise, ranked by recent ship velocity.
How is this list of Zoho Notebook alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Zoho Notebook directly with one of these alternatives?
Yes — every card has a "Compare with Zoho Notebook" link to a side-by-side /compare page.