# Pipecat Grok API Evaluation

**Category:** Voice Infra
**Score:** 76 (B)

This is the agent-readable Devtool Arena evaluation page for Pipecat on Grok API.

## Summary

| Metric | Value |
|--------|-------|
| Status | completed |
| Overall score | 76 |
| Grade | B |
| Eval score | 67 |
| Discovery score | 100 |
| Cost | $2.52 |
| Runtime | 6m 52s |
| Tool calls | 23 |
| Errors | 0 |
| Tokens used | 1981935 |
| Success | Yes |

## Agent-Readiness Checklist

| Signal | Evidence |
|--------|----------|
| Context7 | https://context7.com/pipecat-ai/pipecat |
| llms.txt | https://docs.pipecat.ai/llms.txt |
| MCP server | https://github.com/pipecat-ai/pipecat-context-hub |
| Typed SDK | https://pypi.org/project/pipecat-ai/ |
| OpenAPI | https://docs.pipecat.ai/api-reference/pipecat-cloud/rest-reference/openapi-start.json |
| Agent skills | https://github.com/pipecat-ai/pipecat/blob/main/AGENTS.md |
| CLI | https://docs.pipecat.ai/pipecat/get-started/build-your-next-bot |

## Evaluation Prompt

````text

# Task
Using https://[REDACTED:TENANT].pipecat.ai/, complete the following task:

Using the Pipecat Python SDK, build me a script that manages real-time voice infrastructure:

1. Install the official Pipecat Python SDK (pip install)
2. List existing rooms or sessions and print them as JSON
3. Create a new room/session called "*****-leaderboard-room"
4. List rooms/sessions again to confirm the new one appears
5. If the SDK supports it, generate a join token or connection details for the room/session and print them
6. Print output clearly labeled (e.g., "=== BEFORE ===", "=== CREATED ===", "=== AFTER ===", "=== TOKEN ===")

You MUST use the official Pipecat Python SDK — do not make raw HTTP/REST calls. 

## Execution
After creating the script, run it to verify it works:
```bash
cd /home/daytona/app && python <your_script>.py
```

The script should print output to stdout. If there are errors, debug and fix them until it runs successfully.

````

## Grader Results

| Check | Passed | Weight | Score | Details |
|-------|--------|--------|-------|---------|
| Cost | No | 0 | 0 | $2.52 (≥$1.00, too expensive) |
| Time | No | 0 | 0 | 412s (5–10min, very slow) |
| Efficiency | Yes | 0 | 0 | 23 tool calls (≤25, below average) |
| Found Docs | Yes | 0 | — | Touched [REDACTED:TENANT] at [REDACTED:TENANT].pipecat.ai: yes (4 matching tool calls) |
| Zero Errors | Yes | 0 | — | No errors in tool outputs |
| Syntax Valid | Yes | 0 | — | Code compiles/parses correctly |
| Created Files | Yes | 0 | — | Generated files: 1 (need ≥1) |
| Full Execution | Yes | 0 | — | Method: full_execution, Exit: 0 |

## Run Artifacts

| Artifact | Value |
|----------|-------|
| Conversation turns | 24 |
| Tool call traces | 23 |
| Generated files | 1 |
| Exit code | 0 |
| Completed at | 2026-10-19T17:52:02.118766+00:00 |

### Generated Files

- /home/daytona/app/manage_rooms.py

## Related Pages

- [Grok API leaderboard](/grok/api)
- [Compare Grok API companies](/grok/api/compare)
- [Agent Landscape](/discoverability)

Canonical URL: https://devtoolarena.com/grok/api/pipecat