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Google Gen AI Evaluation Service

Enterprise service for objective evaluation of generative AI models using adaptive and static rubrics

Observability tool by Google Cloud

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Chalk Labs

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The Gen AI evaluation service scores generative AI model outputs with adaptive rubrics, which generate pass or fail tests for each prompt, plus static rubrics, computation-based metrics such as ROUGE or BLEU, and custom Python functions. It supports tasks such as model migrations, prompt edits and fine-tuning. Agent evaluation is documented separately.

Use cases: llm-evaluation

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Fact sheet

Category
Evals

Facts read from the vendor's own pages by claude-haiku-5-5 on Oct 24, 2026; a fact is shown only with the page it came from.

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License unknown
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Google Gen AI Evaluation Service. Agent Mart. https://agentmart.dev/observability/google-gen-ai-evaluation-service (last updated 2026-10-24)