Epok vs Dynatrace
Dynatrace is an enterprise observability platform built on the OneAgent and the Davis causal-AI engine. Epok is a multi-signal detection engine — logs, metrics, traces, infrastructure, RUM, and session replay on one canvas — with cited root cause and a flat price. If you want automatic detection and RCA without deploying an agent fleet or modeling consumption units, read on.
Representative production boundary · shadow mode · no cutover · pre-agreed scorecard
Keep Dynatrace. Make Epok prove what it adds.
Choose a representative boundary
Mirror a service group, ownership domain, environment, or critical user journey through OTel or an open shipper.
Keep every alert
Dynatrace remains the control while Epok watches the same production window.
Score the incident cohort
Classify correct, incorrect, abstained, and missed outcomes; measure alert fanout, time to verified cause, and responder effort.
Success is not “data arrived” or one anecdote. Expansion requires performance across the agreed incident cohort and operational gates.
| Dimension | Dynatrace | Epok |
|---|---|---|
| What it is | A full-stack observability and application-security platform on its own data store, with automatic topology mapping. | A multi-signal detection engine. Logs, metrics, traces, infrastructure, RUM and session replay correlated on one incident canvas. |
| Billing basis | Dynatrace Platform Subscription, metered per capability: full-stack host monitoring per memory-GiB-hour, logs per GiB ingested plus per GiB-day retained plus per GiB scanned, metrics per 100k datapoints. | Each plan includes one unified volume allowance. Paid-plan overage is $0.20/GB; there is no per-host, per-user, per-custom-metric, per-query or cardinality line. |
| Who runs it | Dynatrace SaaS, with a self-hosted Managed deployment also offered. | Hosted SaaS. Nothing for you to deploy, scale or upgrade. |
| Data collection | OneAgent, installed per host, is the primary collector; OTLP ingest is supported alongside it. | No proprietary Epok server agent: send with OTLP or an open shipper such as Vector, Fluent Bit, Fluentd or the OpenTelemetry Collector. Browser RUM and replay require web instrumentation. |
| How detection is set up | Davis AI baselines and correlates automatically — automatic problem detection is core to the platform rather than an add-on. | Immediate rule packs begin matching supported signals as data arrives. Statistical detectors activate after they have the required history and signal coverage; threshold rules remain available when you want them. |
Dynatrace facts checked against Dynatrace pricing on 2026-08-03. Vendors change packaging and pricing — tell us if anything here has gone out of date and we'll fix it.
Where Dynatrace wins
Dynatrace is a heavyweight, enterprise-grade platform. Its OneAgent auto-instruments deeply, Smartscape maps the whole entity graph, and Davis is a genuinely strong causal-AI engine at scale. If you can deploy the agent fleet and want the deepest automatic topology and dependency modeling money can buy, Dynatrace is more complete. Epok trades that depth for agentless setup, a flat price, and cited answers a smaller team can act on today.
- —You don't want to deploy and manage a OneAgent fleet across every host.
- —You want a flat, predictable price instead of modeling host-hours and consumption units.
- —You want automatic detection and cited root cause from telemetry you already ship over OTLP.
- —You're a team that needs answers today, not an enterprise rollout project first.
- —You want the deepest automatic instrumentation and full entity/topology modeling.
- —You operate at enterprise scale with the budget and platform team to run OneAgent everywhere.
- —You need Davis's causal analysis across a very large, densely-mapped estate.
- —You require the breadth of a single enterprise observability suite.
Add Epok as a second destination first.
Epok accepts telemetry over OTLP (logs, metrics, traces), plus Loki push, Elasticsearch bulk, syslog, FluentBit, Vector, and Prometheus remote_write.
Because Epok is agentless, most moves are a collector or shipper config change — no OneAgent to uninstall, no code changes.
Dual-ship during evaluation: keep Dynatrace running and send a copy to Epok, then compare what each surfaces and how fast.
Keep Dynatrace. Make Epok prove the incident outcome.
Run a controlled shadow evaluation across a representative boundary. Compare both systems on the same incident cohort, then expand only after Epok clears the agreed quality, security, and operational gates.
* Capability comparisons, and any time or effort estimates, reflect our reading of publicly documented features and our own deployment experience as of August 3, 2026. They may not capture every plan, feature, or recent change — verify current capabilities directly with each vendor.
Datadog, New Relic, 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.