Atlassian
Atlassian now sells both halves of agent work: the index agents read and the intent they execute.
Comparison · PM
Notion vs Teamhood
A side-by-side editorial comparison of Notion and Teamhood — release velocity, themes, recent moves, and the top alternatives to consider.
Notion vs Teamhood: at a glance
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.
What is Teamhood?
Teamhood's feed is an SEO comparison engine aimed at teams leaving other tools.
Teamhood is a project management tool built around Kanban boards, Gantt scheduling, resource capacity and time tracking, hosted in the EU. The feed publishes almost exclusively search-targeted content: alternatives lists for Trello, Wrike and Smartsheet, vertical guides for construction, civil engineering and aerospace, and category explainers on PMO and collaboration software. One landing-page entry names the product's own capability set directly.
Notion vs Teamhood: editorial side-by-side
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.
Teamhood
2.5PM
Teamhood's feed is an SEO comparison engine aimed at teams leaving other tools.
◆ Current state
Teamhood is a project management tool built around Kanban boards, Gantt scheduling, resource capacity and time tracking, hosted in the EU. The feed publishes almost exclusively search-targeted content: alternatives lists for Trello, Wrike and Smartsheet, vertical guides for construction, civil engineering and aerospace, and category explainers on PMO and collaboration software. One landing-page entry names the product's own capability set directly.
◆ Where it's heading
The content consistently targets teams that have outgrown a lightweight board and need a real critical path, dependencies and capacity planning — which is exactly where Teamhood positions its differentiation, along with EU hosting. The newest post on critical path software makes the strategy explicit by arguing that the capability is widely claimed but gated behind higher plan tiers elsewhere. None of this narrates product changes.
◆ Prediction
Expect continued alternatives-and-verticals content on the same roughly weekly cadence; nothing in these entries indicates what is being built, so product direction is not readable from this feed.
Alternatives to Notion and Teamhood
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 Notion or Teamhood.
ProdPad
ProdPad publishes weekly product-leadership essays and no release notes at all.
Aha!
Aha! is threading one AI assistant through every product it owns, and giving it a screen of its own.
NocoBase
NocoBase back-ports its DeepSeek work to the 2.2.0 line and makes email sync survive a restart
Ever Teams
A numbered performance program surfaces between the automated CI tags
Hostaway
Hostaway builds out the direct-booking stack while tightening who sees what
See all Notion alternatives → · See all Teamhood alternatives →
Recent activity from Notion and Teamhood
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 5d agoTeamhoodCritical Path Software: How CPM Tools Actually Work
- 11d agoNotionModel selection, simplified
- 18d agoNotionShare context with Custom Agents from the Share menu
- 25d agoNotionAI Meeting Notes can now trigger Custom Agents ⚡
- 26d agoNotionHigh contrast mode
- 1mo agoNotionWorkers, now in your Notion credits dashboard
- 1mo agoNotionNew calendar tools for your agent
- 1mo agoTeamhood8 Best Online Collaboration Tools for Teams in 2026
- 1mo agoTeamhood6 Best Wrike Alternatives for Simpler Project Planning
- 1mo agoTeamhoodBest PMO Software in 2026: 8 Tools for Portfolio Control
- 1mo agoTeamhoodAerospace Project Management Software: 5 Tools Compared (2026)
- 2mo agoTeamhood9 Secure Collaboration Tools for Project Teams in 2026
Frequently asked questions
What is the difference between Notion and Teamhood?
They serve adjacent needs but don't currently overlap on shipped themes. Notion 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 Notion better than Teamhood?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Notion 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 PM products to evaluate alongside.
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.
What are the best alternatives to Teamhood?
Top Teamhood alternatives in PM are ranked by recent ship velocity. Browse the "Teamhood alternatives" section above for the current picks, or visit /alternatives/teamhood for the full list with editorial commentary on each.