🏆 Benchmark Comparison Report

OpenEnv Data Pipeline Debugger — Agent Performance Analysis

Agent Summary

Random

0.3179 Avg Score
23 Avg Steps

Greedy

0.2520 Avg Score
8 Avg Steps

Fixed-Strategy

0.4367 Avg Score
13 Avg Steps

Detailed Results

Agent Task Score Steps Time Best
Random Easy Schema Fix
0.0803 		10 0.111s 0.1800
Random Medium Data Quality
0.2383 		20 0.151s 0.3450
Random Hard Pipeline Orchestration
0.6350 		40 0.415s 0.9450
Greedy Easy Schema Fix
0.0010 		7 0.025s 0.0010
Greedy Medium Data Quality
0.1400 		5 0.033s 0.1400
Greedy Hard Pipeline Orchestration
0.6150 		12 0.148s 0.6150
Fixed-Strategy Easy Schema Fix
0.0900 		10 0.051s 0.0900
Fixed-Strategy Medium Data Quality
0.3250 		12 0.083s 0.3250
Fixed-Strategy Hard Pipeline Orchestration
0.8950 		16 0.136s 0.9450

Score Comparison by Task