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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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Gemini
A
Elicit
S
Suno
S
Claude Code
S
TaglineGoogle's answer. Best integrated with Workspace + free for a lot.AI research assistant for academic literature.Prompt to full song with vocals, instruments, the works.Anthropic's CLI agent. Opus-powered, operates on your repo directly.
CategoryChatbotsResearchAudioCoding
PricingFree + $20/mo Advanced (bundled with 2TB Drive)Free + $12-$42/moFree + $10/mo + $30/moPart of Claude Pro/Max/Team plans
Best forAnyone already on Google, research tasks, summarizing long documents.Grad students, researchers, anyone doing literature reviews.Jingles, intros, demos, sketches, personal use.Developers who want an agent, not autocomplete. Large refactors, tests, docs.
Strengths
  • Native Google Workspace integration
  • Very long context (1M+)
  • Deep Research feature
  • Free tier is generous
  • Searches 125M+ papers
  • Extracts + synthesizes findings across papers
  • Systematic review workflow
  • Real songs with real lyrics
  • v4 is very good
  • Quick turnaround
  • Runs locally, edits your actual files
  • Strong on large codebases with 1M context
  • Great at multi-step tasks
Weaknesses
  • Writing quality trails Claude
  • Over-refusals on edge content
  • UI is cluttered
  • Academic-only
  • Can hallucinate citations — verify everything
  • Copyright gray zone
  • Audio quality behind studio
  • Terminal-based — learning curve
  • Can't be used without Claude subscription
Kai's verdictA-tier. The Deep Research feature is genuinely useful. Don't sleep on it if you're already paying Google.S-tier for academic research. Nothing else comes close for systematic reviews.S-tier in its category. The first AI music tool I'd actually listen to.S-tier if you live in the terminal. Different shape than Cursor — complementary, not replacement.
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