Automated Behavioral Audit: Evaluation Integrity: Results as Published

Automated behavioral audit scores (1-10) on reliability-of-assessment metrics: behavior consistency, coherence between actions and views, unfaithful and illegible thinking, verbalized evaluation awareness and causal decision theory adherence.

Not checked against a maintainer's page.

Every number here is read from the same catalog file as the benchmark table, data version 2026103001, and is the number the table shows for that model and test. Where one page printed a model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.