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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
Fireflies
A
Elicit
S
ChatGPT
S
TaglineSpreadsheets with AI + live integrations baked in.Sales-focused meeting AI with CRM integration.AI research assistant for academic literature.The default. Strongest ecosystem + best multimodal breadth.
CategoryDataMeetingsResearchChatbots
PricingFree + $19-$89/user/moFree + $10-$19/user/moFree + $12-$42/moFree + $20/mo Plus + $200/mo Pro
Best forOps teams, marketers, anyone building dashboards from multiple sources.Sales teams, customer success, anyone running many discovery calls.Grad students, researchers, anyone doing literature reviews.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
  • Good CRM integrations (Salesforce, HubSpot)
  • Talk-time + sentiment analytics
  • Call scoring
  • Searches 125M+ papers
  • Extracts + synthesizes findings across papers
  • Systematic review workflow
  • 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
  • Bot-joins (intrusive)
  • Gets expensive at team scale
  • Academic-only
  • Can hallucinate citations — verify everything
  • 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.A-tier for sales teams. B-tier for solo users.S-tier for academic research. Nothing else comes close for systematic reviews.S-tier all-rounder. If you want one tool that does everything okay-to-great, this is it.
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