Eppo vs Split

Quote on request

Free tier available

Quote-based, generally aimed at companies with a data team and a warehouse already in place.

Paid tiers are quote-based, priced by monthly tracked keys.

Free tier available for small teams.

Free tier with limited monthly tracked keys.

Established

Eppo (Datadog) · since 2020

Established

Harness · since 2015

• Statistically rigorous — sequential testing, CUPED and diagnostics are core, not add-ons.
• Metrics defined once in the warehouse and reused across every experiment.
• dbt integration fits existing analytics engineering workflows.

• Automatic metric impact on every flag catches regressions nobody thought to measure.
• Guardrail alerts stop a bad rollout before it reaches everyone.
• Strong data-platform integrations.

• Requires a warehouse and a data team; not usable by a product manager alone.
• Feature-flagging capability is lighter than dedicated flag platforms.
• Now part of Datadog, which changes the strategic picture.

• Post-acquisition roadmap now sits inside Harness's broader platform strategy.
• Requires meaningful event instrumentation before the impact analysis is useful.
• Opaque enterprise pricing.

Data-mature organisations where experiment results must withstand scrutiny.

Teams that want every release measured, not just deliberate experiments.