Epok vs Splunk
Splunk is the original log analytics platform. It does everything: search, dashboards, SIEM, machine learning, compliance reporting. It also costs $2–5+ per GB ingested and typically requires dedicated Splunk admins to operate. Epok takes a different approach: automatic intelligence on your logs, at a fraction of the cost.
Pricing
Splunk
Splunk Cloud: $2+/GB/day list price.*
At 1 TB/month, that is $24,000+/year.*
Splunk Enterprise (self-hosted): license-based, similar per-GB economics.
Workload pricing and ingest-based tiers are available but complex. Most contracts require annual commitment.
Epok
Trial: Fourteen days with every feature unlocked. No credit card.
Team: $500/mo. 1.5 TB/month. AI root cause. 30-day retention.
At 1.5 TB/month, that is $6,000/year — flat.
No per-event fees. No cardinality tax. No annual commitment.
*Splunk pricing varies significantly by contract, volume commitment, and deployment model. Listed price is approximate Cloud list rate as of early 2026. Contact Splunk for current pricing.
Feature Comparison
| Feature | Splunk | Epok |
|---|---|---|
| Search language | SPL (Splunk Processing Language). Extremely powerful, steep learning curve. Full pipeline syntax with 140+ commands. | LogsQL. Simpler syntax, similar power for log search and filtering. Fewer commands, faster to learn. |
| Anomaly detection | Splunk ITSI and MLTK (Machine Learning Toolkit). Separate products with additional licensing costs. | 20+ statistical detectors included in every tier. Volume anomaly, new error, silence, golden signals, trend and changepoint detection, pattern clustering, K8s intelligence. |
| Dashboards | Yes. Extensive dashboard builder with hundreds of visualization types, drilldowns, and report scheduling. | Basic. Service-level dashboards, volume charts, and detector views. Not a general-purpose BI tool. |
| Data onboarding | Requires props.conf, transforms.conf, index definitions, and input configuration. Heavy Forwarder/HF architecture for most deployments. | Send JSON over HTTP. Accepts Elasticsearch bulk, Loki push, OTLP, syslog, FluentBit, and more. No agents required. |
| Root cause analysis | Manual investigation with SPL queries. ITSI has service-level views. No automatic RCA. | Automatic. What Changed analysis, dimension lift, causal ordering, and AI-enhanced explanations on Team tier. |
| SIEM / Security | Splunk Enterprise Security is the industry-leading SIEM. Compliance reporting, SOC workflows, threat intelligence integration. | Basic security detection only. Pattern-based rules, no compliance frameworks, no SOC workflows. |
| Scale | Scales to petabytes per day. Distributed indexer clusters, search head clusters, and SmartStore for S3-backed storage. | Designed for 1–50 GB/day workloads. Single-node deployment. Not built for petabyte-scale ingest. |
| Setup time | Days to weeks for production deployment. Requires dedicated Splunk admin for ongoing maintenance. | Minutes. Send logs, detectors activate automatically. No configuration required for core intelligence. |
| Pricing model | Per-GB ingested (Cloud) or license-based (Enterprise). Workload pricing available. Costs scale with volume. | Flat monthly pricing. 14-day trial includes all detectors and full AI. No per-event fees, no cardinality tax. |
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 that single-node systems cannot.
When to Choose Epok
- ·You want anomaly detection and root cause analysis out of the box, without writing SPL queries or buying ITSI.
- ·Your log volume is under 50 GB/day and you don't want to pay enterprise prices or maintain infrastructure.
- ·You need to be operational in minutes, not weeks. No forwarders, no index configuration, no admin training.
When to Choose Splunk
- ·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 Splunk apps, dashboards, and saved searches.
Migration
Epok accepts logs over the same protocols your existing infrastructure already speaks. If you use a Universal Forwarder 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.
Try Epok alongside Splunk. Dual-ship your logs for a week and compare what each tool catches.
Every detector included. No credit card. 14-day trial.