# Recall.ai Gemini API Evaluation

**Category:** Meeting Bot
**Score:** 51 (D)

This is the agent-readable Devtool Arena evaluation page for Recall.ai on Gemini API.

## Summary

| Metric | Value |
|--------|-------|
| Status | completed |
| Overall score | 51 |
| Grade | D |
| Eval score | 61 |
| Discovery score | 29 |
| Cost | $0.91 |
| Runtime | 10m 37s |
| Tool calls | 29 |
| Errors | 1 |
| Tokens used | 1082143 |
| Success | Yes |

## Agent-Readiness Checklist

| Signal | Evidence |
|--------|----------|
| Context7 | Not found |
| llms.txt | https://docs.recall.ai/llms.txt |
| MCP server | Not found |
| Typed SDK | https://registry.npmjs.org/@recallai/desktop-sdk |
| OpenAPI | Not found |
| Agent skills | Not found |
| CLI | Not found |

## Evaluation Prompt

````text

# Task
Using https://docs.recall.ai, complete the following task:

Using Recall.ai, build me a script that manages meeting bots:

1. **List bots**: First, list all existing meeting bots and print them as JSON
2. **Create a bot**: Create a new meeting bot that joins this ***** meeting URL: https://meet.google.com/abc-defg-hij
   - Print the created bot's ID and status
3. **List bots again**: List all bots again to confirm the new bot appears

Print output for each step clearly labeled (e.g., "=== BEFORE ===", "=== CREATED ===", "=== AFTER ===") 

## 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 | $0.91 ($0.70–1.00, very expensive) |
| Time | No | 0 | 0 | 637s (≥10min, too slow) |
| Efficiency | No | 0 | 0 | 29 tool calls (>25, inefficient) |
| Found Docs | Yes | 0 | — | Touched docs at docs.recall.ai: yes (10 matching tool calls) |
| Zero Errors | No | 0 | — | Tool outputs with errors/tracebacks: 1 |
| 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 | 30 |
| Tool call traces | 29 |
| Generated files | 1 |
| Exit code | 0 |
| Completed at | 2026-10-16T00:20:54.364807+00:00 |

### Generated Files

- /home/daytona/app/manage_bots.py

## Related Pages

- [Gemini API leaderboard](/leaderboard/gemini/api)
- [Compare Gemini API companies](/leaderboard/gemini/api/compare)
- [Agent Landscape](/leaderboard/discoverability)

Canonical URL: https://devtoolarena.com/gemini/api/recall-ai