Analyse
3 scenarios, 3 run by an agent. Each run shows its result, time and new tokens.
| Scenario | Codexwithout deft | Codexwith deft, skill installed | Claude Opus 5.5without deft | Claude Opus 5.5with deft, skill installed | Claude Codewithout deft | Claude Codewith deft |
|---|---|---|---|---|---|---|
| Profile a tableHow many rows does gdp.csv have and what is the largest Value? Save the column statistics as stats.json. | pass21s · 7.3k | pass18s · 14.7k | pass21s · 10.1k | pass17s · 10.9k | not run | not run |
| Ask a table with SQLUsing gdp.csv, write the ten countries with the highest Value in 2015 to top.csv with the columns Country Name and Value. | pass12s · 6.0k | pass21s · 9.9k | pass15s · 12.0k | pass16s · 13.3k | not run | not run |
| Totals per groupAdd up Value for each Year in gdp.csv and save the totals as per-year.csv. | pass13s · 3.9k | pass15s · 9.3k | pass16s · 10.3k | pass16s · 12.2k | not run | not run |