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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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Research
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Rows
A
Elicit
S
Hume AI
A
ChatGPT
S
TaglineSpreadsheets with AI + live integrations baked in.AI research assistant for academic literature.Voice AI that reads + expresses emotion.The default. Strongest ecosystem + best multimodal breadth.
CategoryDataResearchVoiceChatbots
PricingFree + $19-$89/user/moFree + $12-$42/moFree tier + pay-as-you-goFree + $20/mo Plus + $200/mo Pro
Best forOps teams, marketers, anyone building dashboards from multiple sources.Grad students, researchers, anyone doing literature reviews.Therapy apps, customer service, any voice agent where emotion matters.General use, voice chat, image generation, first-time AI users.
Strengths
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Searches 125M+ papers
  • Extracts + synthesizes findings across papers
  • Systematic review workflow
  • Detects + mirrors emotional tone
  • EVI (Empathic Voice Interface) feels different
  • Expressive voice output
  • Great voice mode
  • Huge plugin/custom GPT ecosystem
  • Strong image generation (DALL-E built in)
  • Code Interpreter
Weaknesses
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Academic-only
  • Can hallucinate citations — verify everything
  • Niche use case
  • Pricing ramps fast
  • Reasoning quality varies by mode
  • Can be verbose
  • Confabulates on niche facts
Kai's verdictA-tier. The most interesting spreadsheet in years. Great for ops dashboards.S-tier for academic research. Nothing else comes close for systematic reviews.A-tier in its niche. The only one that actually gets emotion right.S-tier all-rounder. If you want one tool that does everything okay-to-great, this is it.
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