Google Cloud Agent Evaluation
6.1#19 in ai agent evaluation toolsFree planFree planWebAPI
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| Fact | Google Cloud Agent Evaluation | W&B Weave |
|---|---|---|
| Founded | 1998 | 2017 |
| Headquarters | Mountain View, California, United States | San Francisco, California, United States |
| Integrations | Google provides evaluation notebook launch options for Colab, Colab Enterprise, Agent Platform Workbench, and GitHub. | The deployment guide lists integrations for OpenAI, Anthropic, Cohere, Mistral, LangChain, LlamaIndex, DSPy, Google Gemini, Amazon Bedrock, Together and Groq. |
| Purpose | Agent evaluation measures and helps improve agents' performance, safety, and quality. | W&B Weave provides observability and continuous improvement tools for production AI agents. |
This service suits teams evaluating agents’ behavior, safety, and quality, including teams that want to test with synthetic scenarios or production traces. It also supports developers using notebook options or AI coding assistants.
Weave suits teams developing and monitoring production AI agents that need tracing, evaluations, and model or prompt comparisons. It also fits teams that use Python or TypeScript libraries or send OpenTelemetry traces.