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Side-by-side: what they do, what they cost, what Kai actually thinks. Pass up to 4 tools via ?tools=claude,chatgpt,gemini.
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Taskade
B
Elicit
S
Qwen
A
Gemini
A
TaglineAI project management with agents for each team.AI research assistant for academic literature.Alibaba's open chat model. Multilingual + agentic.Google's answer. Best integrated with Workspace + free for a lot.
CategoryProductivityResearchChatbotsChatbots
PricingFree + $8-$20/user/moFree + $12-$42/moFree web + APIFree + $20/mo Advanced (bundled with 2TB Drive)
Best forSmall teams wanting AI baked into project management.Grad students, researchers, anyone doing literature reviews.Vietnamese/Chinese content, SEA multilingual use, developers wanting open-weight tool-use.Anyone already on Google, research tasks, summarizing long documents.
Strengths
  • Custom AI agents per project
  • Doc + tasks + kanban in one
  • Affordable for teams
  • Searches 125M+ papers
  • Extracts + synthesizes findings across papers
  • Systematic review workflow
  • Excellent Chinese + Vietnamese + SEA languages
  • Strong at tool-use + agentic workflows
  • Open weights (Qwen2.5, Qwen3)
  • Native Google Workspace integration
  • Very long context (1M+)
  • Deep Research feature
  • Free tier is generous
Weaknesses
  • Feature sprawl
  • AI agents need tuning to be useful
  • Academic-only
  • Can hallucinate citations — verify everything
  • English quality behind Claude/GPT
  • Less well-known outside Asia
  • Writing quality trails Claude
  • Over-refusals on edge content
  • UI is cluttered
Kai's verdictB-tier. Solid product but crowded market. Try it if Notion AI feels too generic.S-tier for academic research. Nothing else comes close for systematic reviews.A-tier. The best open model for Vietnamese + Chinese. Don't sleep on it if you work in SEA.A-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google.
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