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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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Elicit
S
Rows
A
Adobe Firefly
A
OpenRouter
S
TaglineAI research assistant for academic literature.Spreadsheets with AI + live integrations baked in.Commercially safe image gen, deeply integrated with Photoshop.One API, every model. Pay-as-you-go, no subscriptions.
CategoryResearchDataImageDev Platform
PricingFree + $12-$42/moFree + $19-$89/user/moFree + included with Creative CloudPay per token — model-dependent
Best forGrad students, researchers, anyone doing literature reviews.Ops teams, marketers, anyone building dashboards from multiple sources.Anyone in Creative Cloud. Brands that need copyright clarity.Developers experimenting across models. Apps that want fallback logic.
Strengths
  • Searches 125M+ papers
  • Extracts + synthesizes findings across papers
  • Systematic review workflow
  • Pull live data from Stripe, Slack, Google Analytics, etc.
  • AI functions inside cells
  • Modern UX
  • Trained on licensed content — commercially safe
  • Generative Fill in Photoshop is incredible
  • Native to Adobe ecosystem
  • 300+ models from one endpoint
  • Automatic fallbacks between providers
  • No subscription — just pay what you use
Weaknesses
  • Academic-only
  • Can hallucinate citations — verify everything
  • Not a full Excel replacement for heavy users
  • Integrations best on paid tiers
  • Aesthetic ceiling below Midjourney
  • Tied to Adobe subscription
  • Slight markup over direct API
  • Some provider features not exposed
Kai's verdictS-tier for academic research. Nothing else comes close for systematic reviews.A-tier. The most interesting spreadsheet in years. Great for ops dashboards.S-tier inside Photoshop (Generative Fill). B-tier standalone.S-tier for model-shopping. I use this for every prototype before committing.
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