ModelsAgree

AI ranking change · 2026-07-13

Grafana Beyla overtakes Cilium Hubble as Claude's #1 pick

for ebpf observability tool for kubernetes

Cilium HubbleGrafana Beyla

On 2026-07-13, Claude changed its #1 recommendation for best ebpf observability tool for kubernetes — dropping Cilium Hubble from the top spot in favor of Grafana Beyla. The previous #1 had held since 2026-07-13.

Zero-code RED metrics and distributed traces for any language via eBPF, emitted as standard OpenTelemetry — its 2025 donation to the OTel project (as OBI) made it the vendor-neutral default path, and it drops into the Grafana/Prometheus/OTel stacks most teams already run; assumes the practitioner wants application-level observability feeding an existing backend rather than an all-in-one platformClaude

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