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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
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design
productivity
audio
writing
agents
dev platform
data
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GitHub Copilot
B
Flux (Black Forest Labs)
A
Luma Dream Machine
A
Devin
A
TaglineMicrosoft/GitHub's autocomplete. Deep VS Code + JetBrains integration.Open weights + strong photorealism. The open-source answer.Smooth, cinematic motion. Image-to-video specialist.Cognition Labs' autonomous coding engineer.
Categorycodingimagevideoagents
PricingFree (limited) + $10/mo Pro + $19/mo BusinessAPI + open weights (Schnell is Apache 2.0)Free + $10-$500/mo$500/mo
Best forTeams with GitHub already. Devs who don't want to change IDEs.Developers + power users who want control and privacy.Photographers animating stills, cinematic b-roll.Engineering teams offloading tickets. Ops/platform work.
Strengths
  • Great enterprise story
  • Works in your existing IDE
  • Chat + autocomplete
  • Runs locally on a beefy GPU
  • Very photoreal
  • Best open-weight model
  • Best image-to-video in the category
  • Great camera motion control
  • Ray 2 model produces striking shots
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
Weaknesses
  • Less agentic than Cursor/Claude Code
  • Model quality varies
  • Harder to use than hosted tools
  • Needs infra
  • Prompt fidelity below Runway
  • Queue times on free tier
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
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. Best for cinematic image-to-video. Pair with Runway for coverage.A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.
LinkOpen →Open →Open →Open →