# Daily Codex API Evaluation

**Category:** Voice Infra
**Score:** 67 (C)

This is the agent-readable Devtool Arena evaluation page for Daily on Codex API.

## Summary

| Metric | Value |
|--------|-------|
| Status | completed |
| Overall score | 67 |
| Grade | C |
| Eval score | 72 |
| Discovery score | 57 |
| Cost | $0.27 |
| Runtime | 1m 7s |
| Tool calls | 33 |
| Errors | 3 |
| Tokens used | 598233 |
| Success | Yes |

## Agent-Readiness Checklist

| Signal | Evidence |
|--------|----------|
| Context7 | https://context7.com/daily-co/daily-js |
| llms.txt | https://docs.daily.co/llms.txt |
| MCP server | Not found |
| Typed SDK | https://github.com/daily-co/daily-js/blob/main/index.d.ts |
| OpenAPI | https://docs.daily.co/openapi.json |
| Agent skills | Not found |
| CLI | Not found |

## Evaluation Prompt

````text

# Task
Using https://docs.daily.co/reference/rest-api, complete the following task:

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

1. Install the official Daily 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 Daily 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 | Yes | 0 | 0 | $0.27 ($0.20–0.40, good) |
| Time | Yes | 0 | 1 | 67s (1–2min, great) |
| Efficiency | No | 0 | 0 | 33 tool calls (>25, inefficient) |
| Found Docs | Yes | 0 | — | Touched docs at docs.daily.co: yes (20 matching tool calls) |
| Zero Errors | No | 0 | — | Tool outputs with errors/tracebacks: 3 |
| Syntax Valid | Yes | 0 | — | Code compiles/parses correctly |
| Created Files | Yes | 0 | — | Generated files: 2 (need ≥1) |
| Full Execution | Yes | 0 | — | Method: full_execution, Exit: 0 |

## Run Artifacts

| Artifact | Value |
|----------|-------|
| Conversation turns | 37 |
| Tool call traces | 33 |
| Generated files | 2 |
| Exit code | 0 |
| Completed at | 2026-09-27T02:03:58.891608+00:00 |

### Generated Files

- /home/daytona/app/requirements.txt
- /home/daytona/app/daily_room_manager.py

## Related Pages

- [Codex API leaderboard](/leaderboard/codex/api)
- [Compare Codex API companies](/leaderboard/codex/api/compare)
- [Agent Landscape](/leaderboard/discoverability)

Canonical URL: https://devtoolarena.com/codex/api/daily