{"slug":"apache-skywalking","name":"Apache SkyWalking","domain":null,"verdict":"As of 2026-08-10, ChatGPT, Claude, Gemini, Grok collectively rank Apache SkyWalking #9 of 9 for self-hosted opentelemetry backends for kubernetes. Source: https://modelsagree.com/product/apache-skywalking (modelsagree.com, CC BY 4.0).","best_rank":9,"categories":1,"entries":[{"slug":"best-self-hosted-opentelemetry-backends-for-kubernetes","title":"Best Self-Hosted OpenTelemetry Backends for Kubernetes","rank":9,"of":9,"score":1,"appearances":1,"modelRanks":{"Gemini":5},"reason":"Robust APM engine featuring native OTel ingestion, eBPF-based Kubernetes infrastructure monitoring, and automatic service dependency mapping.","reasons":[{"model":"Gemini","reason":"Robust APM engine featuring native OTel ingestion, eBPF-based Kubernetes infrastructure monitoring, and automatic service dependency mapping."}],"fixes":[{"model":"Gemini","fix":"Steep configuration learning curve and high JVM memory usage compared to modern Go and ClickHouse alternatives."}],"updated":"2026-08-10","api":"https://modelsagree.com/api/v1/best/best-self-hosted-opentelemetry-backends-for-kubernetes.json"}],"page":"https://modelsagree.com/product/apache-skywalking","check":"https://modelsagree.com/check?q=Apache%20SkyWalking","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}