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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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Chatbots
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Coding
Image
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Meetings
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Audio
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Agents
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Data
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DeepSeek
S
Fathom
S
Descript
S
Ideogram
S
TaglineChinese open-weight powerhouse. Crazy cheap, genuinely smart.Meeting notes, free forever for individuals.Edit video + podcasts by editing the transcript.The one that actually gets text in images right.
CategoryChatbotsMeetingsVideoImage
PricingFree web + ultra-cheap API (~$0.14/M input tokens)Free for individuals + $15-$29/user/mo teamsFree + $16-$50/moFree + $8/mo + $20/mo + $60/mo
Best forDevelopers + cost-conscious builders. Anyone fine with self-hosting.Solo operators, freelancers, small teams on a budget.Podcasters, course creators, anyone editing talking-head content.Anything with text — posters, ads, album covers, slide decks.
Strengths
  • Open weights you can self-host
  • Strong reasoning + math
  • Near-free API pricing
  • DeepSeek-V3 / R1 are serious models
  • Unlimited free tier for solo use
  • Strong summaries + action items
  • Works in Zoom, Meet, Teams
  • Edit audio/video by deleting text
  • Overdub (voice clone) for fixes
  • Strong collaboration + remote recording
  • Best text rendering in the game
  • Strong free tier
  • Good for logos, posters, thumbnails
Weaknesses
  • Data goes to servers in China — privacy concerns for business use
  • Chinese policy filters
  • English polish trails Western models
  • Bot-joining model
  • Team features gated
  • Not a traditional NLE — some workflows awkward
  • Overdub ethics require care
  • Aesthetic ceiling below Midjourney
  • Less style variety
Kai's verdictS-tier for price/performance. A-tier for consumer use. If you build apps, this is the budget pick.S-tier for solo + free. The best free option, hands down.S-tier for content creators. Cuts editing time in half. Non-obvious but life-changing.S-tier for text-in-image. Use this for posters, Midjourney for art.
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