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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
Groq
S
Elicit
S
Gemini
A
TaglineAI project management with agents for each team.The fastest AI inference in the world. Crazy low latency.AI research assistant for academic literature.Google's answer. Best integrated with Workspace + free for a lot.
CategoryProductivityDev PlatformResearchChatbots
PricingFree + $8-$20/user/moFree tier + pay-as-you-go APIFree + $12-$42/moFree + $20/mo Advanced (bundled with 2TB Drive)
Best forSmall teams wanting AI baked into project management.Developers who need sub-100ms LLM responses.Grad students, researchers, anyone doing literature reviews.Anyone already on Google, research tasks, summarizing long documents.
Strengths
  • Custom AI agents per project
  • Doc + tasks + kanban in one
  • Affordable for teams
  • 500+ tokens/sec on Llama/Mixtral — feels instant
  • Custom LPU hardware
  • Great free tier
  • Searches 125M+ papers
  • Extracts + synthesizes findings across papers
  • Systematic review workflow
  • 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
  • Open-weight models only (no Claude/GPT)
  • Less flexibility on custom configs
  • Academic-only
  • Can hallucinate citations — verify everything
  • 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 speed. When latency is the product, start here.S-tier for academic research. Nothing else comes close for systematic reviews.A-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google.
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