Google Launches Agent and Model Evaluations for Gemini Enterprise Platform
rseroter · x · 2026-08-07
Google has announced the general availability of Agent and Model Evaluations in its Gemini Enterprise Agent Platform. The feature aims to measure and compare agent quality consistently across development and production stages.
Key features include:
- Rich Metrics: Over 20 pre-built metrics covering quality, safety, and tool use, with support for adaptive rubrics and custom LLM-as-a-judge metrics.
- Experiments: Client- or server-side runs with case generation and multi-turn/environment simulators for auditable and reproducible testing without impacting production.
- Online Monitors: Continuous evaluation on live production traffic, generating quality score-over-time charts and automated drift alerts.
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