Inspect Viz

Inspect Viz is a companion package for turning Inspect logs into high quality, interactive visualisations. It reads Inspect log dataframes and provides both pre-built views for common analysis patterns and composable marks for building custom plots—published to notebooks, websites, dashboards, or static images.

Scores across models and tasks.

Scores across a set of models.

Scores against model release date.

Inspect Viz includes:

• Interactive plots with built-in filtering and tooltips, linked back to the underlying Inspect transcripts.
• Pre-built views for common evaluation analysis patterns, plus composable marks (dots, bars, cells, text, images, arrows) for custom plots.
• Data tables with sorting and filtering, along with a range of inputs for dynamic filtering.
• Support for multiple data sources (Parquet, Pandas, Polars, PyArrow) and publishing to notebooks, websites, and dashboards.

See the Inspect Viz documentation for installation along with a gallery of the available plots and views.