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Coding

GitHub Copilot by GitHub / Microsoft

In-editor coding assistance wired into the world's largest code host.

Visit GitHub / Microsoft

Our verdict

Copilot's advantage is distribution, not intelligence. It routes to the same frontier models everyone else uses, but it already lives where your code, reviews and issues are — and that proximity beats a marginally better model in a separate tab.

Scores

reasoning82
coding91
writing68
speed89
value90

What works

  • Lowest-friction adoption for teams already on GitHub
  • Model choice without separate vendor contracts
  • Pull-request review and issue triage built in

What doesn't

  • Little value outside software work
  • Agent mode still trails dedicated tools

Feature support

API access
Vision input
Voice mode
Web browsing
Code execution
Fine-tuning
On-prem / VPC