urgentApr 7, 2026
Claude
Claude remains easier to defend as the reasoning-first and expert-coding option when the buyer is paying for answer quality, not just a broad default assistant layer.
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What changed for this shortlist
Estimated monthly cost: $200
updateJun 3, 2026
Claude
Claude remains easier to justify as a specialist coding and reasoning seat when a smaller technical group needs reusable terminal workflows, review hooks, MCP context, or team standards. This narrows the extensibility gap with Codex, but it does not make Claude the broader company-wide workflow default.
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updateApr 7, 2026
Claude
Claude is easier to shortlist for real team buying now that the middle of the ladder is public instead of collapsing too quickly into individual Max tiers or an enterprise sales conversation.
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updateApr 6, 2026
Notion AI
Notion still works well as a bundled workspace AI buy, but teams that want sustained autonomous automation now need to budget a separate metered line instead of assuming the all-in workspace price covers everything.
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updateApr 3, 2026
Claude
Claude is easier to position as a specialist-seat ladder for expert users, but it also becomes clearer how quickly costs can rise once a team needs Max-style capacity, Premium governance, or Enterprise-scale usage.
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updateMay 13, 2025
Notion AI
For teams already considering Notion as a shared workspace, AI is now part of the workspace decision instead of a separate add-on line item, which improves Notion's seat economics against Copilot Business and other suite-native assistants.
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Decision memo
Exportable buying note
# AI Stack Decision Memo: Team AI shortlist Buyer context: team / coding Team size: 5 Selected tools: Claude, Perplexity, Notion AI Estimated monthly self-serve cost: $200 Highest impact: urgent ## Impact Alerts - Claude: Claude Opus 4.6 and Sonnet 4.6 give Claude a stronger public capability case again. Re-check this stack before renewal or rollout. - Claude: Claude Code plugins make Claude easier to standardize for expert engineering pods. Update the decision memo before sharing this stack. - Claude: Claude now exposes Team Standard and Team Premium as a public buying surface. Update the decision memo before sharing this stack. - Notion AI: Notion now prices Custom Agents separately after the bundled AI layer. Update the decision memo before sharing this stack. - Claude: Claude now publishes Max 5x and 20x tiers plus seat-and-usage enterprise pricing. Update the decision memo before sharing this stack. - Notion AI: Notion Business and Enterprise now include unlimited Notion AI. Update the decision memo before sharing this stack. ## Pricing Caveats - At least one selected tool lacks complete self-serve monthly pricing. ## Evidence - [Claude](https://claude.ai) - [Perplexity](https://www.perplexity.ai) - [Notion AI](https://www.notion.com/pricing) - [chatgpt vs claude](/compare/chatgpt-vs-claude) - [claude vs gemini](/compare/claude-vs-gemini) - [notion-ai vs chatgpt](/compare/notion-ai-vs-chatgpt) - [gemini vs notion-ai](/compare/gemini-vs-notion-ai) - [microsoft-365-copilot-business vs notion-ai](/compare/microsoft-365-copilot-business-vs-notion-ai) - [notebooklm vs notion-ai](/compare/notebooklm-vs-notion-ai) - [glean vs notion-ai](/compare/glean-vs-notion-ai)
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