# Infobip Codex API Evaluation

**Category:** Voice Telephony
**Score:** 63 (C)

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

## Summary

| Metric | Value |
|--------|-------|
| Status | completed |
| Overall score | 63 |
| Grade | C |
| Eval score | 72 |
| Discovery score | 43 |
| Cost | $0.33 |
| Runtime | 1m 56s |
| Tool calls | 53 |
| Errors | 8 |
| Tokens used | 1371857 |
| Success | Yes |

## Agent-Readiness Checklist

| Signal | Evidence |
|--------|----------|
| Context7 | Not found |
| llms.txt | https://infobip.com/docs/llms.txt |
| MCP server | https://github.com/infobip/mcp |
| Typed SDK | https://github.com/infobip/infobip-api-python-client |
| OpenAPI | Not found |
| Agent skills | Not found |
| CLI | Not found |

## Evaluation Prompt

````text

# Task
Using https://www.infobip.com/docs/api/channels/voice, complete the following task:

Using the Infobip Python SDK, build me a script that performs a voice telephony workflow:

1. Install the official Infobip Python SDK (pip install)
2. Check the Infobip documentation to determine the easiest programmable voice workflow
3. **Preferred:** Create a ***** outbound voice call to "+15551234567" using a valid sandbox/***** caller ID and print the API response as JSON.
   If the provider requires a public answer URL, callback URL, or hosted instructions, use a simple public example from the official docs.
4. **If outbound voice calls are not practical in ***** mode but telephony messaging is supported:** Send a ***** SMS message to "+15551234567" and print the API response as JSON.
5. Print the response fields that identify the call or message and its status

You MUST use the official Infobip 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 | $0.33 ($0.20–0.40, good) |
| Time | Yes | 0 | 1 | 116s (1–2min, great) |
| Efficiency | No | 0 | 0 | 53 tool calls (>25, inefficient) |
| Found Docs | Yes | 0 | — | Touched docs at infobip.com: yes (34 matching tool calls) |
| Zero Errors | No | 0 | — | Tool outputs with errors/tracebacks: 8 |
| 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 | 58 |
| Tool call traces | 53 |
| Generated files | 2 |
| Exit code | 0 |
| Completed at | 2026-09-27T02:10:47.28365+00:00 |

### Generated Files

- /home/daytona/app/requirements.txt
- /home/daytona/app/infobip_telephony.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/infobip