MUCHBOOM benchmarks Each benchmark we run is published as a signed artefact under /legal/incidents with the test list, the dataset version, the run timestamp, and at least two signers. We do not publish single-number leaderboards because they hide variance and dataset choice. Comparison policy: MUCHBOOM does not structurally name competitor assistants in structured data (JSON-LD, schema.org ListItem) — the public reason is at /legal/comparison-policy. We do reference peers in human-readable descriptions when the comparison is fair and methodology is shared. If a benchmark result regresses across releases, we publish the regression with a root-cause summary in the same artefact stream.
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Trust and transparency Browse the full transparency index at /trust . Highlights: model card , reproducible benchmarks , capabilities matrix , and the public API spec at /openapi/muchboom-v1.json .
Contact Email: hello@muchboom.com . Address: Engerwitzdorfer Straße 21, 4209 Engerwitzdorf, AT. Hours: Mo-Fr 09:00-17:00. Languages: English , Deutsch .