omnia vs hamming

Hamming tests voice agents, and Omnia does too, inside your cluster and as part of the release.

Omnia’s voice tests run inside your cluster, against the agent’s real tools, and the same system runs the release. Hamming is a second vendor: it dials in from outside, keeps call data in its cloud, and leaves rollout to whatever runs the agent.

A voice release passes every test and still sounds wrong on real lines.
on omnia

The release was on a small share of calls when the live metrics dropped. Promotion stopped and Omnia rolled it back. The calls that failed became scenarios in the suite for every later version. docs

on hamming

Hamming can block deployments that don’t meet thresholds. It doesn’t run the agent, so rollout and rollback belong to whatever does. their docs

Tests inside your boundary

Simulated callers and adversarial probes run in your cluster, against the agent and its real tools, on providers you choose. Recordings stay with you. docs

Hamming: Tests dial a SIP number or connect over WebRTC; data stays in the United States by default, with EU clusters offered. source

Testing and release in one system

The suite gates the version and the rollout watches it on live traffic, in the same system that runs the agent. docs

Hamming: CI integration blocks deployments below threshold; it has no rollout of its own. source

One contract

Testing, the voice runtime, policy, privacy and telemetry come from one platform that’s free while you build. docs enterprise

Hamming: A testing service priced on request, alongside whichever platform runs the agent. source

At a glance

Topic Omnia Hamming, per its docs
Interruption testing yes Barge-in, overlap, dead air. docs documented Interruptions, accents, noise, DTMF. source
Adversarial probes yes Yes. docs documented Yes. source
CI gate yes Built into the release. docs documented Blocks below threshold. source
Stepped rollout, auto rollback yes Yes. docs not documented Not applicable; it doesn’t run agents. source
Runs in your infrastructure yes Yes. docs partly On-premise for specific use cases. source

Common questions

Can Omnia test a voice agent running somewhere else?
Yes. Scenarios run against any endpoint you can reach, wherever the agent is hosted.
Is the test harness open source?
PromptArena, which runs Omnia’s scenarios, is Apache 2.0 and installs with npm.

Put your own agent through the gate.

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

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