
Your Bake-Off Ranked Harnesses, Not Models. Re-Run It.
A 176-setting controlled ablation shows the coding-agent harness moves success and cost more than the gap between the models being compared — and that one tool-surface flag reverses which model wins. A model swap is not a drop-in.
September 20, 2026 · 12 min read