NocoBase
NocoBase runs two release lines at once while the v3 client rewrite absorbs the AI work
Comparison · PM
Aha! vs Notion
A side-by-side editorial comparison of Aha! and Notion — release velocity, themes, recent moves, and the top alternatives to consider.
Aha! vs Notion: at a glance
What is Aha!?
Aha! is teaching its assistant the customer's own standards, then spreading design systems across the suite.
Aha!'s releases run on a weekly cadence and split between Elle, the AI assistant, and the Builder and Roadmaps surfaces it operates on. Elle gained user-defined skills, then a dedicated screen in My work; design systems arrived in Builder and have now been extended to prototypes in Roadmaps. Collaboration basics like user groups fill the gaps.
What is Notion?
Every release now lands on the agent: what triggers it, what it can reach, what it costs.
Since Notion 3.6 shipped External Agents, essentially the whole changelog has been agent infrastructure. Custom Agents gained a meeting-note trigger, calendar tools, and a one-click path to share docs into their context; Workers got usage tracking in the credits dashboard ahead of the beta ending; and the model picker now exposes scorecards for speed, intelligence and cost with a per-request effort dial. The one non-agent item in the window is high contrast mode.
Aha! vs Notion: editorial side-by-side
Aha!
6.3PM
Aha! is teaching its assistant the customer's own standards, then spreading design systems across the suite.
◆ Current state
Aha!'s releases run on a weekly cadence and split between Elle, the AI assistant, and the Builder and Roadmaps surfaces it operates on. Elle gained user-defined skills, then a dedicated screen in My work; design systems arrived in Builder and have now been extended to prototypes in Roadmaps. Collaboration basics like user groups fill the gaps.
◆ Where it's heading
The pattern is a customer-configurable assistant tied to customer-configurable output. Skills encode the team's standards for how work gets done; design systems encode the company's brand for what gets built. Both make the generated artifact reflect the buyer rather than the vendor default, and both are being propagated across products rather than kept in one.
◆ Prediction
Expect design systems and Elle skills to keep spreading into the remaining Aha! products, and Elle's dedicated screen to accumulate more of the work surface.
Notion
6.3PMCOMMS
Every release now lands on the agent: what triggers it, what it can reach, what it costs.
◆ Current state
Since Notion 3.6 shipped External Agents, essentially the whole changelog has been agent infrastructure. Custom Agents gained a meeting-note trigger, calendar tools, and a one-click path to share docs into their context; Workers got usage tracking in the credits dashboard ahead of the beta ending; and the model picker now exposes scorecards for speed, intelligence and cost with a per-request effort dial. The one non-agent item in the window is high contrast mode.
◆ Where it's heading
Notion is assembling the unglamorous half of an agent platform - triggers, permissions, connections, metering - rather than adding capabilities. The sequencing is deliberate: agents that can act on your calendar and fire off meeting notes need a permission model and a visible bill before anyone runs them on a team. Surfacing model cost and effort to the end user points the same way, pushing the spend decision down to whoever writes the prompt.
◆ Prediction
The Workers beta ending is the next dated event to watch, and pricing for it is the likeliest announcement; expect further agent triggers beyond meeting notes and more connected tool surfaces on the calendar pattern.
Alternatives to Aha! and Notion
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 Notion.
Hive
Hive ships in batches, and this one is all planning accuracy and admin control.
Plane
Plane ships a fortnightly digest, and the AI layer is where the real work is going.
Ever Teams
Ever Teams shipped ten tags in twelve hours and one of them touched the product
Asana
Asana's agent left the app — it now answers work questions inside Slack threads.
Apploye
Apploye's feed is an SEO blog, and its running theme is defending monitoring on privacy grounds.
Recent activity from Aha! and Notion
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoAha!Use your design system when you create prototypes in Aha! Roadmaps
- 5d agoNotionModel selection, simplified
- 6d agoAha!Elle (the AI assistant) is now the focus of the My work screen
- 8d agoAha!Introducing skills for Elle in Aha! software ⚡
- 12d agoNotionShare context with Custom Agents from the Share menu
- 12d agoAha!Aha! Builder vs. Lovable: How to choose the best AI app-building software
- 13d agoAha!Create user groups to streamline communication in Aha! Roadmaps
- 15d agoAha!Use your design system when you create AI apps with Aha! Builder
- 19d agoNotionAI Meeting Notes can now trigger Custom Agents ⚡
- 20d agoNotionHigh contrast mode
- 26d agoNotionWorkers, now in your Notion credits dashboard
- 1mo agoNotionNew calendar tools for your agent
Frequently asked questions
What is the difference between Aha! and Notion?
They serve adjacent needs but don't currently overlap on shipped themes. Aha! and Notion are shipping at a similar cadence (velocity 6.3 vs 6.3, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Aha! better than Notion?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Aha! and Notion are shipping at a similar cadence (velocity 6.3 vs 6.3, both within Sparkpulse's "active" band). 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 Notion?
Top Notion alternatives in PM are ranked by recent ship velocity. Browse the "Notion alternatives" section above for the current picks, or visit /alternatives/notion for the full list with editorial commentary on each.