Benchmarks
No unverified performance claims. Reproducible measurements will be published only with the evidence needed to repeat them.
Methodology in preparation
The previous illustrative counters have been removed. Until the benchmark suite and raw results are public, this page intentionally shows no speed, memory or competitor figures.
Representative datasets
Small, medium and large tabular inputs with mixed numeric, categorical, text and datetime columns.
Workflow-level timing
Profile, assess, fix, prepare, validate and EDA measured independently and end to end.
Memory and scaling
Peak memory, row-count scaling and the effect of optional input formats recorded separately.
Reproducible evidence
Every published number will include code, dataset description, hardware and dependency versions.
Want to contribute a reproducible benchmark? Open a focused proposal in GitHub Issues.