From the experiment

Do coding agents recommend LiveKit Agents?

LiveKit Agents was chosen in 13% of 754 judged voice agents sessions, ranking fourth. Measured with Claude Code, Codex, Cursor, Grok Build CLI and Muse Code.

Published October 14, 2026 Read as Markdown

LiveKit Agents was chosen in 13% of 754 judged voice agents sessions, ranking fourth. It was also raised as a candidate in 197 further sessions without being chosen.

This page reports what happened when Claude Code, Codex, Cursor, Grok Build CLI and Muse Code had to solve a problem in voice agents inside a realistic codebase. Not what a chat assistant says about LiveKit Agents. What an agent actually installed.

The numbers

CategoryVoice agents
Sessions in the category754
Sessions where LiveKit Agents was chosen98
Install share13%
Rank in category4 of 32
Codebases it won in8
Raised as a candidate, not chosen197
Chosen when considered33%
Sitelivekit.io

By agent

The agents treat LiveKit Agents very differently. Cursor chose it in 20% of its sessions in this category and Grok Build CLI in 5%, a spread of 15 points.

AgentSessionsChose LiveKit AgentsShare
Claude Code1572415%
Codex2172411%
Cursor1673320%
Grok Build CLI6035%
Muse Code153149%

A single blended install share would report the midpoint and hide both ends. If most of your users run Grok Build CLI, your real position here is 5%, not 13%.

By who was asking

LiveKit Agents does much better with one kind of buyer than another. It won 23% of sessions asked as enterprise team and 0% of those asked as vibe coder.

Who is askingSessionsChose LiveKit AgentsShare
Vibe coder13400%
Junior developer9067%
Senior engineer3224414%
Enterprise team2084823%

What LiveKit Agents was up against

The full ranking in voice agents, from the same sessions:

#ProductRuns wonShare
1Retell AI16822%
2Vapi12416%
3Twilio ConversationRelay9913%
4LiveKit Agents (this page)9813%
5ElevenLabs Agents598%
6OpenAI Realtime API496%
7Built in-house (no product adopted)355%
8Grok Voice Think Fast 2.0294%

What this means

LiveKit Agents was raised in 197 sessions and chosen in 98. That ratio is balanced enough that the ceiling is presence rather than integration: the product converts reasonably when it is on the table, and it is not on the table often enough.

Where these numbers come from

The 754 sessions in voice agents are part of a published set of 15,287, run with real coding agents inside realistic codebases and judged blind. The full method is on one page: how we measured this.

Every voice agents run can be replayed on the board.

If you work on LiveKit Agents: the judge recorded a reason for every session where it was raised and passed over. Those reasons are in the transcripts.

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Common questions

Do coding agents recommend LiveKit Agents?

Yes. LiveKit Agents was chosen in 98 of the 754 judged sessions in voice agents, a 13% install share, ranking fourth in its category.

Does Claude Code recommend LiveKit Agents?

In 24 of the 157 sessions in voice agents run with Claude Code, which is 15%.

Do different coding agents treat LiveKit Agents differently?

Yes, and by a wide margin. Cursor chose it in 20% of its runs and Grok Build CLI in 5%.

How was this measured?

Real coding agents at pinned versions were run in sandboxes inside 110 realistic codebases and asked to solve real tasks. A simulated project owner approved or questioned each recommendation before any code was written, and a judge from a model family that builds none of the agents read every session blind.

How often is LiveKit Agents considered but not chosen?

It was raised as a candidate in 197 sessions without being chosen, and chosen in 98. That is a 33% conversion from considered to chosen.

Where this comes from

Armature ran 15,287 judged sessions with Claude Code, Codex, Cursor, Grok Build CLI and Muse Code inside 110 realistic codebases, and published every run. The numbers on this page come from that work.

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