Randoli | Observability for Kubernetes

Simplify Kubernetes troubleshooting

Randoli Observability for Kubernetes minimizes telemetry extraction, capturing snapshots only on issue detection or on-demand reducing data transfer costs.

It analyzes logs & other telemetry data within the cluster, ensuring data privacy while reducing data transfer costs compared to other vendors.

Uncover Event Sequences, Anomalies & Patterns

Events leading up to an incident can help you understand possible root causes. We provide a timeline showing events, anomalies, config changes & deployments so you don't have to spend time looking for them.

Anomaly detection (tech-preview) can

Get Telemetry Snapshots for OOMKilled & Crash Events

The agent automatically takes telemetry snapshots during OOMKilled & Crash events saving you precious time combing through dashbords, logs and traces to find the relevant data.

We provide out-of-the-box eBPF based telemetry data for HTTP, Kafka, Postgresql, any database using Postgres wire protocol, MySQL, Redis & Mongo

Debug Slow Requests with On-Demand Telemetry Snapshots

You can retrieve Telemetry snapshots on-demand to investigate slow requests by peeking into memory, distributed traces, throughput, latency & error rates for layer7 protocols used by your services.

We provide out-of-the-box eBPF based telemetry data for HTTP, Kafka, Postgresql, any database using Postgres wire protocol, MySQL, Redis & Mongo

Intelligent Log Analysis

Most observability vendors indiscriminately ingest logs, driving up data transfer costs, creating security risks, and slowing issue detection.

‍Randoli Observability in-cluster log analysis, reduces data transfer costs, enhances security, and accelerates error identification—helping you troubleshoot faster and more cost-effectively.

Identify Issues Faster with Log Analyzers

Log Analyzers let you write custom probes for specific log entries appearing within a particular time window — which results in faster detection of issues.

The agent correlates the logs with other telemetry data for more comphrensive analysis saving teams precious time when troubleshooting production issues.

Pair Log Analyzers with Runbooks for Faster Remediation

You can use Log Analyzers as part of the criteria for matching Runbooks to Issues Reports and specific events like OOMKilled.

Integrate seamlessly with Log Management Systems

You can integrate external log management systems to navigate quickly to the relevant logs filtered to identify a specific time window and traceId.

We currently support Elastic Search, OpenSearch, Loki & Splunk.

Reduce MTTR with Runbook Integration

Streamline troubleshooting with automated, context-aware workflows by AI driven matching of your Runbooks to redimate faster on Kubernetes

AI-Driven Kubernetes Issue Resolution

Automatically surface the most relevant Runbook for each incident by analyzing real-time telemetry, slashing triage time and human error.

Turn Tribal Knowledge into Team-Wide Expertise

Turn SRE expertise into reusable Runbooks—ensuring consistent responses across teams and reducing dependency on scattered documentation.

Generative AI based default Runbooks simplify Kubernetes

Kubernetes is complex, but troubleshooting doesn’t have to be. Our AI-powered runbooks analyze issues and deliver step-by-step investigation and remediation guidance—so you can resolve problems faster

See how much you can save with Randoli Observability

Compare our pricing with other leading observability platforms

For the best experience, please view our comparison table on a desktop or larger screen.

* Kubernetes observability across 20 Kubernetes Nodes (2,000 containers, 2,000 GB logs/month, 250 GB spans)

Feature / Metric Randoli New Relic Datadog Dynatrace Kubernetes Monitoring $29/node/mo $0.35/GB ingest + CU $15/node/mo ~$69/host/mo Data Ingestion (includes Log Management) $0.10/GB $0.30–$0.50/GB $0.10–$1.27/GB ✔ APM ✔ ~$13.89/10K CUs/mo) $31/host/mo ✔ Distributed Tracing ✔ ✔ Additional ✔ Custom Metrics ✔ Counted in ingest $5 per 100 ✔ User Seats ✔ $99/user/mo $15–$60/user/mo ~$75/user/mo Free Tier Free trial only 100 GB + 1 user 5 hosts free Free trial only Cloud Egress Cost $50 $225 $225 $225 Estimated Monthly Cost ~$625 + $50 egress ~$3.6K–$5K + $225 egress ~$4.5K–$6.5K + $225 egress ~$6K–$7.5K + $225 egress Estimated Annual Cost ~$7.5K + $600 egress ~$43.2K-$60K + $2.7K ~$54K-$78K + $2.7K ~$72K-$90K + $2.7K

* Kubernetes observability across 100 Kubernetes Nodes (10,000 containers, 10,000 GB logs/month, 1,250 GB spans)

Feature / Metric Randoli New Relic Datadog Dynatrace Kubernetes Monitoring $29/node/mo $0.35/GB ingest + CU $15/node/mo ~$69/host/mo Data Ingestion (includes Log Management) $0.10/GB $0.30–$0.50/GB $0.10–$1.27/GB ✔ APM ✔ ~$13.89/10K CUs/mo) $31/host/mo ✔ Distributed Tracing ✔ ✔ Additional ✔ Custom Metrics ✔ Counted in ingest $5 per 100 ✔ User Seats ✔ $99/user/mo $15–$60/user/mo ~$75/user/mo Free Tier Free trial only 100 GB + 1 user 5 hosts free Free trial only Cloud Egress Cost $200 $1125 $1125 $1125 Estimated Monthly Cost ~$3.1K + $200 egress ~$18K-$25K + $1.1K egress ~$22.5K-$32.5K + $1.1K egress ~$30K-$37.5K + $1.1K egress Estimated Annual Cost ~$37.5K + $2.4K egress ~$216K-$300K + $13.5K ~$270K-$390K + $13.5K ~$360K-$450K + $13.5K

* Kubernetes observability across 300 Kubernetes Nodes (30,000 containers, 30,000 GB logs/month, 3,750 GB spans)

Feature / Metric Randoli New Relic Datadog Dynatrace Kubernetes Monitoring $29/node/mo $0.35/GB ingest + CU $15/node/mo ~$69/host/mo Data Ingestion (includes Log Management) $0.10/GB $0.30–$0.50/GB $0.10–$1.27/GB ✔ APM ✔ ~$13.89/10K CUs/mo) $31/host/mo ✔ Distributed Tracing ✔ ✔ Additional ✔ Custom Metrics ✔ Counted in ingest $5 per 100 ✔ User Seats ✔ $99/user/mo $15–$60/user/mo ~$75/user/mo Free Tier Free trial only 100 GB + 1 user 5 hosts free Free trial only Cloud Egress Cost $600 $3375 $3375 $3375 Estimated Monthly Cost ~$9.2K + $600 egress ~$54K-$75K + $3.4K egress ~$67.5K-$97.5K + $3.4K egress ~$90K-$112.5K + $3.4K egress Estimated Annual Cost ~$111K + $7.2K egress ~$648K-$900K + $40.5K ~$810K-$1.17M + $40.5K ~$1.08M-$1.35M + $40.5K

Observability for Kubernetes

Efficient Kubernetes Observability