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license: other
pretty_name: TraceBench
---
# TraceBench
This dataset contains the canonical public benchmark data, synchronized aggregate results, trajectories, website data, and accepted submission artifacts for TraceBench.
The matching evaluation and reproduction code is available at [TommasoBendinelli/TraceBench](https://github.com/TommasoBendinelli/TraceBench).
## Layout
- `questions/BallDrop/`, `questions/BounceBall/`, and `questions/MassSlide/` contain the three canonical benchmark environments.
- `results.csv` and `results.parquet` contain the same 420 aggregate result rows and 47 columns.
- `submissions/` contains the four accepted submission bundles rebuilt from the exact 420 source trajectories selected by the paper.
- `website/` contains the static website data.
- `release_manifest.json` records hashes and row coverage for the synchronized release.
## Results provenance
Accuracy and resource metrics are synchronized to the paper's 420-row execution record, which contains 360 `PAPER` rows and 60 `CALIBRATION` rows.
The four deprecated `llm_*` classifier columns were removed, and the paper-backed `python_statements`, `total_time_seconds`, `elapsed_time_seconds`, `session_limit_wait_seconds`, and `total_time_method` fields were added.
Console-output shares use the paper's raw-ATIF recalculation for the 240 main-condition rows, while the remaining trajectory metrics use the authoritative evaluation selected for each paper row.
GPT-5.5 costs use the standard text-token rates of $5.00 input, $0.50 cached input, and $30.00 output per million tokens from the [official OpenAI documentation](https://developers.openai.com/api/docs/models/gpt-5.5).
## Privacy and packaging
Machine-local result path columns are excluded from both aggregate result files.
Generated bytecode, intermediate raw exports, and stale duplicate archives are excluded from this release.
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