Benchmark Comparison
| Workload | Speedup | Confidence |
|---|
| hash_sum_1m | 545.26x | high |
| nested_list_flatten_50k | 329.94x | high |
| bubble_sort_200 | 234.63x | high |
| triple_nested_100 | 211.09x | high |
| hash_nested_500 | 168.89x | high |
| json_transform_10k | 122.53x | high |
| windowed_analytics_200k | 107.79x | high |
| deduplicate_sorted_100k | 98.94x | high |
| sorted_merge_join_200k | 98.09x | high |
| sliding_window_max_500k | 88.19x | high |
| sliding_window_max_1m | 43.89x | high |
| bfs_graph | 41.23x | high |
| df_rolling_mean_500k | 39.95x | high |
| nested_loops_1k | 39.52x | high |
| df_rolling_mean_2m | 38.85x | high |
| rolling_sum_100k | 32.50x | high |
| float_sqrt_loop_10k | 26.81x | high |
| conv1d_10k | 25.46x | high |
| matrix_multiply_50 | 21.30x | high |
| fibonacci_recursive_30 | 21.25x | high |
| fibonacci_recursive_25 | 19.80x | high |
| etl_filter_map_500k | 19.58x | high |
| running_total_500k | 18.79x | high |
| df_filter_rows_500k | 18.30x | high |
| gcd_1k_pairs | 18.14x | high |
| df_column_sum_1m | 17.26x | high |
| tokenize_text | 17.20x | high |
| array_min_max_100k | 16.95x | high |
| pivot_table_sim_100k | 16.66x | high |
| dot_product_10k | 15.95x | high |
| prime_count_5k | 15.40x | high |
| df_groupby_mean_500k | 14.92x | high |
| url_query_parser_10k | 14.83x | high |
| array_sum_1m | 13.93x | high |
| csv_parse_10k | 13.92x | high |
| multi_column_sum_1m | 13.58x | high |
| etl_pipeline_100k | 12.20x | high |
| pattern_match | 9.62x | high |
| pattern_find_10k | 9.61x | high |
| quick_sort_200 | 8.46x | high |
| log_parser_20k | 5.08x | high |
| string_reverse | 4.71x | high |
| merge_sort_200 | 3.96x | high |
| string_etl_50k | 2.92x | high |
| json_key_extract_5k | 2.33x | high |
| fixed_width_parser_50k | 2.32x | high |
| csv_parse_sum_50k | 2.24x | high |
| fibonacci_iterative_92 | 0.43x | medium |