```json { "action": "tool_call", "reasoning": "I have evidence about stance performance, match outcomes, and power metrics. However, to identify the most surprising finding, I need to examine the relationship between punch power and match outcomes more carefully. The step-3 result shows that both opponents have identical average punch power (66.29), which is unusual. Let me investigate whether higher punch power actually correlates with winning, or if there's a counterintuitive pattern where power doesn't predict outcomes as expected.", "tool": "query_sql", "args": { "sql": "SELECT CASE WHEN verdict LIKE '%won%' THEN SPLIT_PART(verdict, ' won', 1) ELSE NULL END as winner, COUNT(*) as matches, AVG(CASE WHEN SPLIT_PART(verdict, ' won', 1) = opponent_1 THEN opponent_1_estimated_punch_power WHEN SPLIT_PART(verdict, ' won', 1) = opponent_2 THEN opponent_2_estimated_punch_power END) as avg_winner_power, AVG(CASE WHEN SPLIT_PART(verdict, ' won', 1) = opponent_1 THEN opponent_2_estimated_punch_power WHEN SPLIT_PART(verdict, ' won', 1) = opponent_2 THEN opponent_1_estimated_punch_power END) as avg_loser_power FROM raw.popular_matches WHERE verdict LIKE '%won%' GROUP BY winner HAVING COUNT(*) >= 3 ORDER BY matches DESC LIMIT 15", "purpose": "Calculate actual winner vs loser punch power to see if higher power correlates with winning", "source": "raw" } } ```