Benchmark report
Onboarding verified
1m 55s elapsed
The saved attempt met the documented success criterion.
98/ 100
Agent-Ready- AInstall
- SAuth
- SExecute
- SDocs
- SCurrent
The PEP 668 externally-managed-environment rejection of system pip3, forcing one extra step to create a venv before duckdb could install.
Where the time went
1:55 agent time- Research0:11
- Attempt0:56
- Verify0:48
Judge reason
Transcript shows real execution, not prose. Agent found no duckdb present (event 5: ModuleNotFoundError), hit PEP 668 on system pip (event 9), created a venv and installed the real package (event 13: 1.5.6), then wrote quickstart.py via heredoc and ran '.venv/bin/python quickstart.py | tee duckdb-output.txt' (event 16). Saved stdout (event 17, EXIT=0) shows 'DuckDB version: v1.5.6', the ORDER BY value result as exactly two rows jeans|20.00|1 then hammer|42.20|2, fetchall as [('jeans', Decimal('20.00'), 1), ('hammer', Decimal('42.20'), 2)], and count_star()=2 / 'count: 2', with no errors. This is an embedded, keyless local database, so no mock or API credential is involved; the 536576-byte quickstart.duckdb listed in event 24 confirms the engine actually persisted the table. /workspace/home artifacts (duckdb-output.txt, evidence.txt, quickstart.py, result.json) match the transcript output byte-for-byte.
Attempt record
- —First success verified
Attempt artifacts saved.