BlogLLM Benchmark Scores as Published, Side by Side

Google Agent Harness Safety: Results as Published

Every result the catalog holds for Google Agent Harness Safety: 3 models from 1 developer, read from 1 page. Each number is as printed by the company named beside it; nothing is ranked or rescored. Models are listed by developer, newest first.

Area Safety and AlignmentMaintainer Google DeepMind (internal evaluation)Data version 2026103001, as of 2026-10-30

Safe action rate and helpfulness of the model inside agent harnesses in a sandboxed Antigravity environment: prohibited actions, physical harm and scaled abuse (Figure 4.8, section 4.2.1).

Not checked against a maintainer's page.

Agent Harnesses: Helpfulness

ModelValuePrinted bySetup as printed
Gemini 4 ArgonGoogle, released 2026-09-3068.07%Google, Gemini 4 Argon Safety and Security Reportchecked 2026-10-19-
Gemini 3.8 FlashGoogle, released 2026-09-0268.81%Google, Gemini 4 Argon Safety and Security Reportchecked 2026-10-19-
Gemini 3.1 Pro PreviewGoogle, released 2026-02-1977.25%Google, Gemini 4 Argon Safety and Security Reportchecked 2026-10-19-

Agent Harnesses: Safe Action Rate

ModelValuePrinted bySetup as printed
Gemini 4 ArgonGoogle, released 2026-09-3091.4%Google, Gemini 4 Argon Safety and Security Reportchecked 2026-10-19-
Gemini 3.8 FlashGoogle, released 2026-09-0284.95%Google, Gemini 4 Argon Safety and Security Reportchecked 2026-10-19-
Gemini 3.1 Pro PreviewGoogle, released 2026-02-1968.23%Google, Gemini 4 Argon Safety and Security Reportchecked 2026-10-19-

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.