# Plivo Codex API Evaluation

**Category:** Voice Telephony
**Score:** 64 (C)

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

## Summary

| Metric | Value |
|--------|-------|
| Status | completed |
| Overall score | 64 |
| Grade | C |
| Eval score | 67 |
| Discovery score | 57 |
| Cost | $0.41 |
| Runtime | 2m 30s |
| Tool calls | 39 |
| Errors | 9 |
| Tokens used | 1649955 |
| Success | Yes |

## Agent-Readiness Checklist

| Signal | Evidence |
|--------|----------|
| Context7 | Not found |
| llms.txt | https://www.plivo.com/docs/llms.txt |
| MCP server | https://plivo.com/docs/faq/developer-tools/mcp-server |
| Typed SDK | Not found |
| OpenAPI | Not found |
| Agent skills | https://plivo.com/docs/cli/agents |
| CLI | https://github.com/plivo/plivo-cli |

## Evaluation Prompt

````text

# Task
Using https://docs.plivo.com, complete the following task:

Using the Plivo Python SDK, build me a script for voice telephony:

1. Install the official Plivo Python SDK (pip install plivo)
2. Prefer using the SDK to create a ***** outbound voice call to "+15551234567" using a valid sandbox/***** caller ID
3. If voice calling is not practical in ***** mode, send an SMS instead with:
   - Source number: use a valid Plivo sandbox/***** number (e.g., "+14151234567" or the number from your account)
   - Destination number: "+15551234567"
   - Message body: "Hello from Lightsage Leaderboard! This is a ***** message sent via Plivo."
4. Print the API response as JSON, including the call/message ID and status

You MUST use the official Plivo 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 | $0.41 ($0.40–0.70, expensive) |
| Time | Yes | 0 | 0 | 150s (2–3min, good) |
| Efficiency | No | 0 | 0 | 39 tool calls (>25, inefficient) |
| Found Docs | Yes | 0 | — | Touched docs at docs.plivo.com: yes (4 matching tool calls) |
| Zero Errors | No | 0 | — | Tool outputs with errors/tracebacks: 9 |
| 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 | 44 |
| Tool call traces | 39 |
| Generated files | 1 |
| Exit code | 0 |
| Completed at | 2026-09-27T02:11:29.022168+00:00 |

### Generated Files

- /home/daytona/app/plivo_voice_*****.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/plivo