{"slug":"uptrace","name":"Uptrace","domain":null,"best_rank":7,"categories":1,"entries":[{"slug":"best-opentelemetry-backends-for-self-hosted-observability","title":"Best OpenTelemetry backends for self-hosted observability","rank":7,"of":10,"score":3,"appearances":1,"modelRanks":{"Grok":3},"reason":"Lightweight OTel-native all-in-one on ClickHouse with fast queries, automatic correlation, low setup time, and strong performance/cost efficiency for traces/metrics/logs; good balance for production without heavy ops.","reasons":[{"model":"Grok","reason":"Lightweight OTel-native all-in-one on ClickHouse with fast queries, automatic correlation, low setup time, and strong performance/cost efficiency for traces/metrics/logs; good balance for production without heavy ops."}],"fixes":[{"model":"Grok","fix":"Smaller community/ecosystem than SigNoz or Grafana; less out-of-box dashboards and may require more custom work for complex needs."}],"updated":"2026-07-17","api":"https://modelsagree.com/api/v1/best/best-opentelemetry-backends-for-self-hosted-observability.json"}],"page":"https://modelsagree.com/product/uptrace","check":"https://modelsagree.com/check?q=Uptrace","updated":"2026-07-17T20:13:26.612Z","attribution":"modelsagree.com, CC BY 4.0"}