Tracecat
Tracecat's 1.3 alphas keep reworking agent plumbing: tunnels, multi-org MCP, pluggable runners.
Comparison · PM
Aha! vs Plane
A side-by-side editorial comparison of Aha! and Plane — release velocity, themes, recent moves, and the top alternatives to consider.
Aha! vs Plane: at a glance
What is Aha!?
Aha! ships MCP connectors for Elle and opens Builder to 3,000+ integrations, deepening AI product workflows
Aha! is actively extending its AI surface across two axes: Elle, the AI assistant, now connects to external tools via MCP (GitHub, Linear, Jira), and Aha! Builder apps can integrate with 3,000+ external services. Customer research capabilities are also being surfaced in Slack and Teams via AI-generated clips. The product is positioning itself as an AI-native product management platform, not just a traditional roadmapping tool.
What is Plane?
Plane's AI layer is becoming programmable — saved skills and embedded AI docs change the category.
Plane ships every two weeks with a consistent mix of collaboration features, AI improvements, and documentation enhancements. Shared views, tabs in Pages, and collapsible blocks have brought the document layer closer to Notion-level expressiveness. The AI capabilities have moved from model access to structured, reusable workflow components (Skills). Audit logs and shared dashboards signal the beginning of an enterprise motion.
Aha! vs Plane: editorial side-by-side
Aha!
8.8PM
Aha! ships MCP connectors for Elle and opens Builder to 3,000+ integrations, deepening AI product workflows
◆ Current state
Aha! is actively extending its AI surface across two axes: Elle, the AI assistant, now connects to external tools via MCP (GitHub, Linear, Jira), and Aha! Builder apps can integrate with 3,000+ external services. Customer research capabilities are also being surfaced in Slack and Teams via AI-generated clips. The product is positioning itself as an AI-native product management platform, not just a traditional roadmapping tool.
◆ Where it's heading
Aha! is building toward an AI product management layer that talks to all the tools product teams already use — via both its own app builder and MCP connectors. Elle is accumulating integrations that let it act as an agent across the development toolchain, not just answer questions in isolation. Expect continued expansion of MCP-connected tools and the Builder's integration surface.
◆ Prediction
Elle will gain write permissions across MCP-connected tools (not just read), enabling direct issue creation and status updates from within Aha! — the natural next step after establishing read connections.
Plane
5.0PM
Plane's AI layer is becoming programmable — saved skills and embedded AI docs change the category.
◆ Current state
Plane ships every two weeks with a consistent mix of collaboration features, AI improvements, and documentation enhancements. Shared views, tabs in Pages, and collapsible blocks have brought the document layer closer to Notion-level expressiveness. The AI capabilities have moved from model access to structured, reusable workflow components (Skills). Audit logs and shared dashboards signal the beginning of an enterprise motion.
◆ Where it's heading
Plane is building a programmable project intelligence layer on top of its issue tracker. PQL (Plane Query Language) across dashboards and filters, AI Skills that save and replay workflow patterns, and embedded AI Blocks in Pages all point toward a product where AI-driven automation is constructed within Plane — not through external integrations. This is the direction Linear has avoided and where Plane is differentiating.
◆ Prediction
AI-generated project summaries or smart prioritization based on PQL patterns are the next logical release — the infrastructure (PQL, AI skills, AI block) is in place; applying it automatically to surface risks or bottlenecks is the natural next step.
Alternatives to Aha! and Plane
Other PM 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 Aha! or Plane.
NocoBase
NocoBase's Runner Agent gets conversation management, task links and agent switching mid-thread.
Camunda
Camunda opens the 8.11 cycle with job-worker fixes and variable metadata across gRPC, REST and MCP.
Todoist
Todoist's 2026 bets are on capture: voice via Ramble, photos and files via Task Capture.
Atarim
Atarim's AI experts now propose changes to live pages as drafts, and the app runs on phones.
Fibery
Fibery's MCP server can now upload local files, so AI assistants can attach screenshots and images.
Recent activity from Aha! and Plane
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1mo agoAha!Connect AI applications created with Aha! Builder to 3,000+ tools ⚡
- 1mo agoAha!Product All-Stars: How product leaders are helping teams build with AI
- 1mo agoAha!Share customer research interview clips in Microsoft Teams and Slack
- 1mo agoPlaneShared views and tabs in Pages
- 2mo agoAha!Aha! Builder vs. Replit: How to choose the best AI app builder
- 2mo agoAha!Our Customer Success team built these apps in one day with Aha! Builder
- 2mo agoAha!Introducing MCP connectors: Give Elle access to the tools you use ⚡
- 2mo agoPlaneCollapsible blocks and Intake form widgets
- 3mo agoPlaneAI Skills and audit logs ⚡
- 3mo agoPlaneShared dashboards, Bitbucket integration, and AI model options
- 4mo agoPlaneMermaid diagrams in Pages and PQL filters
- 4mo agoPlaneAI Block in Pages | Jun 15, 2026
Frequently asked questions
What is the difference between Aha! and Plane?
They serve adjacent needs but don't currently overlap on shipped themes. Aha! is currently shipping more aggressively (velocity 8.8 vs 5.0), with 0 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 Aha! better than Plane?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Aha! is currently shipping more aggressively (velocity 8.8 vs 5.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other PM products to evaluate alongside.
What are the best alternatives to Aha!?
Top Aha! alternatives in PM are ranked by recent ship velocity. Browse the "Aha! alternatives" section above for the current picks, or visit /alternatives/aha for the full list with editorial commentary on each.
What are the best alternatives to Plane?
Top Plane alternatives in PM are ranked by recent ship velocity. Browse the "Plane alternatives" section above for the current picks, or visit /alternatives/plane for the full list with editorial commentary on each.