Business Bench

Tasks · desk · Reformatting

Turn the Q3 leads sheet into a Salesforce lead import

salesforce-lead-import · timeout 1200 s · source

The ask

Sent verbatim as the prompt. The agent works in a copy of the workspace below and sees nothing else.

Sales is moving to Salesforce and our Q3 leads need to go in. Please turn leads_master_Q3.xlsx into their import file using the template; the consultant's notes and the users export are in the folder. Save it as sf_leads.csv.

Workspace

  • leads_master_Q3.xlsx
  • salesforce_admin_notes.txt
  • salesforce_users_export.csv
  • sf_lead_import_template.csv

Expected deliverables

  • sf_leads.csv

Checks

The task passes only when every required check passes. Reference answers, tolerances, and the planted traps are in the repository, not here.

CheckTypeRequiredFailed (frozen) / 6
Salesforce template columns, exact ordercsv_columnsyes0
one row per leadcsv_set_equalyes0
row countcsv_row_countyes0
lead source picklistcsv_values_matchyes0
lead status picklistcsv_values_matchyes0
country and state codescsv_values_matchyes0
lead owner usernamecsv_values_matchyes0
company placeholdercsv_values_matchyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash331.50.0192
Codex / GPT-5.6 sol332.40.2646

Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "salesforce-lead-import".