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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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chat
research
coding
image
video
voice
meeting
design
productivity
audio
writing
agents
dev platform
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GitHub Copilot
B
Flux (Black Forest Labs)
A
Udio
A
Descript
S
TaglineMicrosoft/GitHub's autocomplete. Deep VS Code + JetBrains integration.Open weights + strong photorealism. The open-source answer.Suno's main rival. Often better on instrumental nuance.Edit video + podcasts by editing the transcript.
Categorycodingimageaudiovideo
PricingFree (limited) + $10/mo Pro + $19/mo BusinessAPI + open weights (Schnell is Apache 2.0)Free + $10-$30/moFree + $16-$50/mo
Best forTeams with GitHub already. Devs who don't want to change IDEs.Developers + power users who want control and privacy.Musicians comparing AI outputs. Anyone who didn't click with Suno.Podcasters, course creators, anyone editing talking-head content.
Strengths
  • Great enterprise story
  • Works in your existing IDE
  • Chat + autocomplete
  • Runs locally on a beefy GPU
  • Very photoreal
  • Best open-weight model
  • Strong instrumentals + genre fidelity
  • Extend/remix features
  • Good lyric understanding
  • Edit audio/video by deleting text
  • Overdub (voice clone) for fixes
  • Strong collaboration + remote recording
Weaknesses
  • Less agentic than Cursor/Claude Code
  • Model quality varies
  • Harder to use than hosted tools
  • Needs infra
  • Same copyright gray zone as Suno
  • Ecosystem smaller
  • Not a traditional NLE — some workflows awkward
  • Overdub ethics require care
Kai's verdictB-tier. Solid for autocomplete but the category moved past it. Pick Cursor unless you can't.A-tier. S-tier if you self-host. The reason open-source image gen matters.A-tier. Genuinely different vibe from Suno — worth trying both for a month.S-tier for content creators. Cuts editing time in half. Non-obvious but life-changing.
LinkOpen →Open →Open →Open →