Solo.io Launches AgentBench For Evaluating Agents

Solo.io launched AgentBench, an open-source benchmarking framework for agentic AI, at KubeCon Europe in Amsterdam. The framework integrates with Solo.io’s Gloo Platform and Envoy, uses OpenTelemetry, and produces reproducible logs, metrics, and outcomes to evaluate agent reliability, latency, and success rates across infrastructure tasks. AgentBench is available on GitHub under the Apache 2.0 license, and Solo.io donated its agentregistry to the CNCF.
Scoring Rationale
Practical official open-source benchmark increases evaluation options, but focuses mainly on cloud-native infrastructure use cases.
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