Do coding agents recommend Smallest AI Voice Agents?
Smallest AI Voice Agents was chosen in 1% of 754 judged voice agents sessions, ranking tenth.
Smallest AI Voice Agents was chosen in 1% of 754 judged voice agents sessions, ranking tenth.
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 Smallest AI Voice Agents. What an agent actually installed.
The numbers
| Category | Voice agents |
| Sessions in the category | 754 |
| Sessions where Smallest AI Voice Agents was chosen | 9 |
| Install share | 1% |
| Rank in category | 10 of 32 |
| Codebases it won in | 3 |
| Raised as a candidate, not chosen | 0 |
| Chosen when considered | 100% |
| Site | smallest.ai |
By agent
With 9 wins spread across 5 agents, the rates below are small numbers and a difference between them is not yet a finding. They are here because the direction is worth knowing, not because the gap is established.
| Agent | Sessions | Chose Smallest AI Voice Agents | Share |
|---|---|---|---|
| Claude Code | 157 | 0 | 0% |
| Codex | 217 | 3 | 1% |
| Cursor | 167 | 0 | 0% |
| Grok Build CLI | 60 | 0 | 0% |
| Muse Code | 153 | 6 | 4% |
By who was asking
Smallest AI Voice Agents performs similarly across the four kinds of buyer, from 0% to 2%. That is unusual: the category leader changed with the persona in 23 of the 31 categories we measured.
| Who is asking | Sessions | Chose Smallest AI Voice Agents | Share |
|---|---|---|---|
| Vibe coder | 134 | 1 | 1% |
| Junior developer | 90 | 0 | 0% |
| Senior engineer | 322 | 5 | 2% |
| Enterprise team | 208 | 3 | 1% |
What Smallest AI Voice Agents was up against
The full ranking in voice agents, from the same sessions:
| # | Product | Runs won | Share |
|---|---|---|---|
| 1 | Retell AI | 168 | 22% |
| 2 | Vapi | 124 | 16% |
| 3 | Twilio ConversationRelay | 99 | 13% |
| 4 | LiveKit Agents | 98 | 13% |
| 5 | ElevenLabs Agents | 59 | 8% |
| 6 | OpenAI Realtime API | 49 | 6% |
| 7 | Built in-house (no product adopted) | 35 | 5% |
| 8 | Grok Voice Think Fast 2.0 | 29 | 4% |
What this means
Agents almost never raise Smallest AI Voice Agents without choosing it: 0 sessions raised against 9 chosen. When it gets considered, it usually wins. The constraint is how rarely it gets considered at all, which is a presence problem: templates, framework integrations and pages that answer the configuration and production questions agents actually search for.
Where these numbers come from
The 754 sessions in voice agents are part of a published set of 15,051, 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 Smallest AI Voice 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 Smallest AI Voice Agents?
Yes. Smallest AI Voice Agents was chosen in 9 of the 754 judged sessions in voice agents, a 1% install share, ranking tenth in its category.
Does Claude Code recommend Smallest AI Voice Agents?
In 0 of the 157 sessions in voice agents run with Claude Code, which is 0%.
Do different coding agents treat Smallest AI Voice Agents differently?
Not much. Claude Code, Codex, Cursor, Grok Build CLI and Muse Code chose it at similar rates, between 0% and 4% of their runs.
How was this measured?
Real coding agents at pinned versions were run in sandboxes inside 92 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.
Where this comes from
Armature ran 15,051 judged sessions with Claude Code, Codex, Cursor, Grok Build CLI and Muse Code inside 92 realistic codebases, and published every run. The numbers on this page come from that work.