Last year my team had to pick a coding agent, and I volunteered to run the evaluation. I felt good about it. I pulled up the public benchmark scores, lined up the contenders, took the one at the top, and told everyone we had a winner.
Source: [Dev.to](https://dev.to/kartik-nvjk/i-picked-a-coding-agent-off-a-leaderboard-it-flopped-on-our-codebase-4lf0)