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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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Dev Platform
Audio
Research
Agents
Coding
Chatbots
Image
Video
Voice
Meetings
Design
Productivity
Writing
Data
Marketing
Education
Rows
A
Elicit
S
Fireflies
A
ChatGPT
S
TaglineSpreadsheets with AI + live integrations baked in.AI research assistant for academic literature.Sales-focused meeting AI with CRM integration.The default. Strongest ecosystem + best multimodal breadth.
CategoryDataResearchMeetingsChatbots
PricingFree + $19-$89/user/moFree + $12-$42/moFree + $10-$19/user/moFree + $20/mo Plus + $200/mo Pro
Best forOps teams, marketers, anyone building dashboards from multiple sources.Grad students, researchers, anyone doing literature reviews.Sales teams, customer success, anyone running many discovery calls.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
  • Good CRM integrations (Salesforce, HubSpot)
  • Talk-time + sentiment analytics
  • Call scoring
  • 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
  • Bot-joins (intrusive)
  • Gets expensive at team scale
  • 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 for sales teams. B-tier for solo users.S-tier all-rounder. If you want one tool that does everything okay-to-great, this is it.
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