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GitHub is building the accounting layer for its agent platform, not just more agents.
Alternatives · team collaboration tools
Linear alternatives
The best Linear alternatives in team collaboration tools, ranked by Sparkpulse's velocity_score.
Updated Aug 11, 2026
Looking for the best alternatives to Linear? 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, Linear shipped 0 meaningful updates in the last 30 days and carries a velocity score of 0.0 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Linear
Linear stopped being where work is described and became where it gets started.
Linear's recent output is dominated by one thread: an in-product agent. Linear Agent shipped, gained MCP so it can reach tools outside the workspace, and picked up intake from Intercom, Zendesk and Gong plus a deeplink handoff into external coding tools. Around it sits steady tracker work — team owners and permissions, multi-level sub-teams, time-in-status, advanced AND/OR filters, Releases, web forms for Asks, and a broad UI refresh.
Velocity 0.0 · Last update 6d ago
Top 12 alternatives to Linear
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
COLLAB
Hive is wiring its modules together — across workspaces, into dashboards, and back through the activity feed
PM
Asana is bolting an agent layer and a docs surface onto work management.
COLLAB
Double is moving the whole bookkeeping workflow into a chat assistant, one billable task per week.
COLLAB
A nightly canary train where the AI platform work hides between dependency bumps
COLLAB
SiYuan's v3.8.0 train restates one AI feature set across seven consecutive builds.
COLLAB
Simpplr turns recognition into spendable rewards, closing the loop inside its own platform.
COLLAB
After two years of quiet fixes, Komga puts a whole new web UI in front of users.
COLLAB
Document360 rebuilds its public API and turns docs into an agent-readable surface.
PM
Notion is building the place where other companies' agents come to work
COLLAB
Rocket.Chat's 8.7 release train is six candidates deep with almost nothing user-facing in them.
COLLAB
A self-hosted RSS reader that now spends most of its release notes on security.
Linear 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 |
|---|---|---|---|---|
| Linear (baseline) | 0.0 | 0 | agentsmcpissue-tracking | Coding sessions in Linear |
| GitHub | 10.0 | 0 | copilotagentsenterprise-governance | — |
| Hive | 10.0 | 0 | project-managementai-assistantproofing | — |
| Asana | 8.8 | 2 | ai-teammatesautomationcollaborative-docs | ✨📄 Introducing Pages! (formerly known as Notes) |
| Double | 7.5 | 1 | bookkeeping-automationagent-nativemcp | Ask Double reaches Slack, Notion and CRM data in private beta |
| AFFiNE | 6.3 | 1 | byokcopilotcanary-train | Workspace BYOK profiles with model catalogs and key rotation |
| SiYuan | 6.3 | 0 | note-takingai-agentmcp | — |
| Simpplr | 6.3 | 1 | employee-experiencerecognitioninternal-comms | Simpplr’s Rewards Store evolution: built into the everyday employee experience — not bolted on |
| Komga | 6.3 | 1 | frontend-rewritebetaself-hosted | Komga 1.26.0 ships NextUI, a rewritten web interface, in beta |
| Document360 | 6.3 | 1 | apioauthmcp | API v3 rebuild adds OAuth 2.0 and scoped API keys |
| Notion | 6.3 | 1 | agentsdeveloper-platformworkers | AI Meeting Notes can now trigger Custom Agents |
| Rocket.Chat | 6.3 | 0 | release-candidatesstabilizationopen-source-chat | — |
| CommaFeed | 5.0 | 0 | rss-readerself-hostingsecurity-hardening | Filter expressions move from JEXL to a sandboxed visual query builder |
The 12 best Linear alternatives, in depth
1. GitHub · velocity 10.0
GitHub is building the accounting layer for its agent platform, not just more agents.
Its velocity score of 10.0/10 reflects longer-term release cadence.
Where Linear leans on agents, mcp and issue tracking, GitHub focuses on copilot, agents and enterprise governance.
GitHub and Linear have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
2. Hive · velocity 10.0
Hive is wiring its modules together — across workspaces, into dashboards, and back through the activity feed.
Its velocity score of 10.0/10 reflects longer-term release cadence.
Where Linear leans on agents, mcp and issue tracking, Hive focuses on project management, ai assistant and proofing.
Hive and Linear have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
3. Asana · velocity 8.8
Asana is bolting an agent layer and a docs surface onto work management.
Over the last 30 days Asana shipped 2 meaningful updates vs Linear's 0, most recently “✨📄 Introducing Pages! (formerly known as Notes)”. Its velocity score of 8.8/10 blends that with longer-term release cadence.
Where Linear leans on agents, mcp and issue tracking, Asana focuses on ai teammates, automation and collaborative docs.
Over the last 30 days Asana has been shipping faster than Linear — a point in its favour if release momentum matters to you.
4. Double · velocity 7.5
Double is moving the whole bookkeeping workflow into a chat assistant, one billable task per week.
Over the last 30 days Double shipped 1 meaningful update vs Linear's 0, most recently “Ask Double reaches Slack, Notion and CRM data in private beta”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Linear leans on agents, mcp and issue tracking, Double focuses on bookkeeping automation, agent native and mcp.
Over the last 30 days Double has been shipping faster than Linear — a point in its favour if release momentum matters to you.
5. AFFiNE · velocity 6.3
A nightly canary train where the AI platform work hides between dependency bumps.
Over the last 30 days AFFiNE shipped 1 meaningful update vs Linear's 0, most recently “Workspace BYOK profiles with model catalogs and key rotation”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Linear leans on agents, mcp and issue tracking, AFFiNE focuses on byok, copilot and canary train.
Over the last 30 days AFFiNE has been shipping faster than Linear — a point in its favour if release momentum matters to you.
6. SiYuan · velocity 6.3
SiYuan's v3.8.0 train restates one AI feature set across seven consecutive builds.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Linear leans on agents, mcp and issue tracking, SiYuan focuses on note taking, ai agent and mcp.
SiYuan and Linear have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. Simpplr · velocity 6.3
Simpplr turns recognition into spendable rewards, closing the loop inside its own platform.
Over the last 30 days Simpplr shipped 1 meaningful update vs Linear's 0, most recently “Simpplr’s Rewards Store evolution: built into the everyday employee experience — not bolted on”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Linear leans on agents, mcp and issue tracking, Simpplr focuses on employee experience, recognition and internal comms.
Over the last 30 days Simpplr has been shipping faster than Linear — a point in its favour if release momentum matters to you.
8. Komga · velocity 6.3
After two years of quiet fixes, Komga puts a whole new web UI in front of users.
Over the last 30 days Komga shipped 1 meaningful update vs Linear's 0, most recently “Komga 1.26.0 ships NextUI, a rewritten web interface, in beta”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Linear leans on agents, mcp and issue tracking, Komga focuses on frontend rewrite, beta and self hosted.
Over the last 30 days Komga has been shipping faster than Linear — a point in its favour if release momentum matters to you.
9. Document360 · velocity 6.3
Document360 rebuilds its public API and turns docs into an agent-readable surface.
Over the last 30 days Document360 shipped 1 meaningful update vs Linear's 0, most recently “API v3 rebuild adds OAuth 2.0 and scoped API keys”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Linear leans on agents, mcp and issue tracking, Document360 focuses on api, oauth and mcp.
Over the last 30 days Document360 has been shipping faster than Linear — a point in its favour if release momentum matters to you.
Full Document360 trajectory → · Compare Linear vs Document360 →
10. Notion · velocity 6.3
Notion is building the place where other companies' agents come to work.
Over the last 30 days Notion shipped 1 meaningful update vs Linear's 0, most recently “AI Meeting Notes can now trigger Custom Agents”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Linear leans on agents, mcp and issue tracking, Notion focuses on agents, developer platform and workers.
Over the last 30 days Notion has been shipping faster than Linear — a point in its favour if release momentum matters to you.
11. Rocket.Chat · velocity 6.3
Rocket.Chat's 8.7 release train is six candidates deep with almost nothing user-facing in them.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Linear leans on agents, mcp and issue tracking, Rocket.Chat focuses on release candidates, stabilization and open source chat.
Rocket.Chat and Linear have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Rocket.Chat trajectory → · Compare Linear vs Rocket.Chat →
12. CommaFeed · velocity 5.0
A self-hosted RSS reader that now spends most of its release notes on security.
Its velocity score of 5.0/10 reflects longer-term release cadence; its most recent meaningful update was “Filter expressions move from JEXL to a sandboxed visual query builder”.
Where Linear leans on agents, mcp and issue tracking, CommaFeed focuses on rss reader, self hosting and security hardening.
CommaFeed and Linear have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Frequently asked questions
What are the best alternatives to Linear?
The top Linear alternatives we currently track in team collaboration tools are GitHub, Hive, Asana, Double, AFFiNE, ranked by recent ship velocity.
How is this list of Linear alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Linear directly with one of these alternatives?
Yes — every card has a "Compare with Linear" link to a side-by-side /compare page.