Tool Battles, With Real Data

Pick a category or a production task. We line up the real tools, score them with a published formula, and crown the winners.

Value score = rating × 10 × cost factor: Free ×1.0, under $10 ×0.9, under $30 ×0.8, under $100 ×0.65, $100+ ×0.5. Lab scores appear only when a real benchmark exists.

Battle scores are provisional catalog ratings, not hands-on test results. We are testing tools one by one — check the Benchmark Lab for verified scores.