Compare AI tools
Side-by-side: what they do, what they cost, what Kai actually thinks. Pass up to 4 tools via ?tools=claude,chatgpt,gemini.
Pick tools (4 selected)
Coding
Image
Productivity
Writing
Marketing
Elicit S | Fathom S | GitHub Copilot B | Copy.ai A | |
|---|---|---|---|---|
| Tagline | AI research assistant for academic literature. | Meeting notes, free forever for individuals. | Microsoft/GitHub's autocomplete. Deep VS Code + JetBrains integration. | AI GTM platform. Workflows for sales + marketing ops. |
| Category | Research | Meetings | Coding | Marketing |
| Pricing | Free + $12-$42/mo | Free for individuals + $15-$29/user/mo teams | Free (limited) + $10/mo Pro + $19/mo Business | Free + $49-$249/mo |
| Best for | Grad students, researchers, anyone doing literature reviews. | Solo operators, freelancers, small teams on a budget. | Teams with GitHub already. Devs who don't want to change IDEs. | RevOps + marketing ops automating repetitive tasks. |
| Strengths |
|
|
|
|
| Weaknesses |
|
|
|
|
| Kai's verdict | S-tier for academic research. Nothing else comes close for systematic reviews. | S-tier for solo + free. The best free option, hands down. | B-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't. | A-tier for ops automation. B-tier for simple copy (use Claude). |
| Link | Open → | Open → | Open → | Open → |