omnia vs crewai

Write the crew in CrewAI, and Omnia gives every change to it a version you can test and roll back.

Omnia gives the crew a release process: a versioned pack, a test gate, a stepped rollout and a budget that stops the run. CrewAI runs in your cluster and exports OpenTelemetry, but its docs don’t cover how a new version is released, and its cost limits send an email.

Someone merges a prompt tweak to main.
on omnia

Git sync picks up the merge as a new version of the pack, and simulated users try it through the real tools before it serves anyone. If it passes it gets part of the traffic, and the version that was running serves the rest. docs

on crewai

An update pulls the latest code from your repository and rebuilds the deployment. Versioning, rollback and an eval gate aren’t documented. their docs

A release you can name and reverse

Prompts, tools, policy and tests are one versioned pack, so a release has a name you can point at. A bad version rolls back to the one before it. docs

CrewAI: Redeploys rebuild from the latest commit. source

Multi-turn simulated users

The simulated users hold whole conversations through the real tools, some of them adversarial and some by voice. They run on whichever model provider you use. docs

CrewAI: crewai test scores each task from 1 to 10 over a number of iterations, with OpenAI as the only scoring provider for now. source

A budget that stops things

Daily and monthly budgets per agent, provider or workspace, with an action when they’re exceeded. how it works

CrewAI: Cost Limit policies never pause, throttle or stop a run; they send an email. source

At a glance

Topic Omnia CrewAI, per its docs
Runs in your Kubernetes cluster yes Helm, in every edition. docs documented Self-hosted Factory on the Enterprise plan. source
OpenTelemetry to your collector yes Yes. docs documented Yes. source
Simulated users yes Multi-turn, against real tools. docs not documented Not documented. source
Versioned releases and rollback yes Yes, automatic on the metrics. docs not documented Not documented. source
Tool-call policy yes Declared CEL rules, enforced by a broker. docs enterprise partly Python hooks before each tool call. source
Enforced cost budgets yes An action on breach. how it works partly Email only. source
Voice yes Duplex voice, and tests for it. docs not documented Not documented. source

Common questions

Can Omnia run a CrewAI crew?
Omnia runs agents from other frameworks under its own policy, audit and testing, and its scenarios run against any endpoint you can reach.
How is each priced?
CrewAI’s free tier includes 50 workflow executions a month and Enterprise is priced on request. Omnia is free while you build, the core is free in production, and the enterprise licencelicense is one price per environment per year from £30,000.

Put your own agent through the gate.

Install Omnia in your cluster and run it free while you build.

CrewAI claims are from CrewAI’s published documentation, checked 22 October 2026. Spot something out of date? Tell us.