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Epok vs Splunk

Splunk is the original log analytics platform. It does everything: search, dashboards, SIEM, machine learning, compliance reporting. It also meters by volume and typically wants dedicated Splunk admins to operate. Epok takes a different approach: automatic intelligence across logs, metrics, traces, RUM, and session replay — without the operational weight.

SIDE BY SIDE
Capability
Splunk
Epok
Pricing model
SplunkPer-GB ingested (Cloud) or license-based (Enterprise). Costs scale with volume.
EpokFlat monthly pricing. No per-event fees, no cardinality tax, no query tax. Trial includes all detectors and full AI.
Search language
SplunkSPL — extremely powerful, steep learning curve. Full pipeline syntax with 140+ commands.
EpokA simpler search syntax, similar power for log search and filtering. Fewer commands, faster to learn.
Anomaly detection
SplunkSplunk ITSI and MLTK — separate products with additional licensing.
EpokAutomatic detection on every tier — new failures, anomalies, silent services, regressions, and cascades. No rules to write.
Dashboards
SplunkYes — extensive builder with hundreds of visualization types, drilldowns, report scheduling.
EpokBasic. Service-level dashboards, volume charts, detector views. Not a general-purpose BI tool.
Data onboarding
SplunkRequires props.conf, transforms.conf, index definitions, and input config. Forwarder architecture.
EpokSend JSON over HTTP. Elasticsearch bulk, Loki push, OTLP, syslog, FluentBit, and more. No agents.
Root cause analysis
SplunkManual investigation with SPL queries. ITSI has service-level views. No automatic RCA.
EpokAutomatic. What Changed analysis, dimension lift, causal ordering, AI-enhanced explanations on Team.
SIEM / Security
SplunkSplunk Enterprise Security is the industry-leading SIEM. Compliance, SOC workflows, threat intel.
EpokBasic security detection only. Pattern-based rules, no compliance frameworks, no SOC workflows.
Scale
SplunkScales to petabytes per day. Distributed indexer clusters, search-head clusters, S3-backed storage.
EpokScales into multiple TB/day on Growth and Custom tiers. Not built for sustained petabyte-per-day ingest.
Setup time
SplunkDays to weeks for production. Requires a dedicated Splunk admin for ongoing maintenance.
EpokMinutes. Send logs, detectors activate automatically. No configuration for core intelligence.

Where Splunk wins

Splunk is unmatched for compliance, SIEM, and organizations with petabyte-scale log volumes. If you need compliance audit trails, HIPAA controls, security analytics, or a mature ecosystem of apps and integrations, Splunk is purpose-built for that. Its search language (SPL) is the most powerful in the industry, and its distributed architecture handles volumes single-node systems cannot.

CHOOSE EPOK WHEN
  • You want anomaly detection and root cause analysis out of the box, without writing SPL queries or buying ITSI.
  • Your telemetry volume fits a few TB/day and you'd rather not maintain forwarder infrastructure.
  • You need to be operational in minutes, not weeks — no forwarders, no index configuration, no admin training.
CHOOSE SPLUNK WHEN
  • You need a SIEM with compliance reporting, threat intelligence, and SOC workflows (Splunk Enterprise Security).
  • You ingest petabytes per day and need distributed indexing across dozens of nodes with SmartStore.
  • You have a dedicated Splunk team and a mature ecosystem of apps, dashboards, and saved searches.
MIGRATION

Point your existing shipper at a new endpoint.

Epok accepts logs over the same protocols your existing infrastructure already speaks. If you use a Universal or Heavy Forwarder, point a copy of your logs at Epok's HTTP endpoint. If you use FluentBit, Fluentd, or Vector, add Epok as an output alongside Splunk to evaluate side by side.

No schema mapping, no index creation, no props.conf. Send JSON and Epok starts detecting.

Read the migration guide →

Run them side by side. No card.

Dual-ship a copy of your telemetry for a week and compare what each tool actually catches. Every detector and full AI included in the trial.

Start 14-day trial — no cardOpen the live demo →See pricing

* Capability comparisons, and any time or effort estimates, reflect our reading of publicly documented features and our own deployment experience as of June 2026. They may not capture every plan, feature, or recent change — verify current capabilities directly with each vendor.

Datadog, Splunk, Elastic, Grafana, Loki, Amazon CloudWatch, and other product and company names are trademarks of their respective owners. Epok is not affiliated with, endorsed by, or sponsored by them.