Oracle Cloud Infrastructure Logging vs SparkLogs

Oracle Cloud Infrastructure Logging is a cloud service for collecting and working with audit logs, OCI service logs, and custom application logs. It supports SQL-like searches, filtering, aggregation, and visualization across infrastructure, application, audit, and database logs, with structured parsing and log pipelines. Custom logs can come from OCI instances, Oracle Container Engine for Kubernetes, on-premises environments, and other cloud providers. Listed service sources include Network Flow Logs, Load Balancer, Object Storage, Functions, API Gateway, and Events. You can use the OCI console, an SDK, command-line interface, REST API, or Terraform. Connector Hub can route logs to Monitoring, Notifications, Streaming, third-party destinations including Splunk, or Object Storage; exports to Object Storage can provide indefinite retention. Ingestion uses Fluentd, and events are normalized to CloudEvents 1.0. Access is managed through log groups and Oracle Identity and Access Management policies. The free tier includes 10 GB of log storage per month, with ingestion and search free. Pay-as-you-go storage is $0.05 per GB stored per month.

SparkLogs is a cloud-first log management and observability platform for collecting, querying, and retaining telemetry. Its SQL-like, type-aware LQL offers interactive histograms and exploration across billions of events. Data can be sent through the SparkLogs Agent or authenticated Ingest Keys, with ingestion tooling that includes OpenTelemetry, Grafana Alloy, Vector, Fluent Bit, filebeat, Logstash, Beats, and APIs. AutoExtract identifies standard fields in raw messages, while AutoClassify groups similar messages into patterns. The platform also provides live log tailing, pipelines, archive export, and tools for AI-assisted fleet investigations using logs and system state. It supports cloud and self-hosted deployment and runs on web and native desktop and mobile apps. SparkLogs says connections use TLS 1.2 or newer and stored data uses AES-256; it is not yet SOC 2 or ISO 27001 certified. The official agent currently supports Windows 10 or later and Windows Server 2016 or later on x64. SparkLogs Cloud costs $100 a month, with 300 GB monthly ingestion included and a listed free allowance under 25 GB per month. Private Cloud is $440 a month; Self-Hosted Querying is $2,000 a month.