# Box Gemini API Evaluation

**Category:** Storage
**Score:** 77 (B)

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

## Summary

| Metric | Value |
|--------|-------|
| Status | completed |
| Overall score | 77 |
| Grade | B |
| Eval score | 68 |
| Discovery score | 100 |
| Cost | $0.39 |
| Runtime | 2m 55s |
| Tool calls | 31 |
| Errors | 1 |
| Tokens used | 659141 |
| Success | Yes |

## Agent-Readiness Checklist

| Signal | Evidence |
|--------|----------|
| Context7 | https://context7.com/box/box-node-sdk |
| llms.txt | https://developer.box.com/llms.txt |
| MCP server | https://developer.box.com/guides/box-mcp/index.md |
| Typed SDK | https://github.com/box/box-node-sdk/blob/main/src/index.ts |
| OpenAPI | https://developer.box.com/box-openapi.json |
| Agent skills | https://developer.box.com/guides/box-mcp/integrations/claude-code.md |
| CLI | https://developer.box.com/guides/cli/index.md |

## Evaluation Prompt

````text

# Task
Using https://developer.box.com, complete the following task:

Using Box, build me a script that uploads a file, gets a share link, and cleans up:

1. Create a text file "*****.txt" with content "Hello from [REDACTED:ORG]"
2. Upload it to Box
3. Get a shareable link for the uploaded file
4. Delete the ***** file from Box

Print the result as JSON with fields: file_id, share_link, deleted (boolean) 

## 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 | $0.39 ($0.20–0.40, good) |
| Time | Yes | 0 | 0 | 175s (2–3min, good) |
| Efficiency | No | 0 | 0 | 31 tool calls (>25, inefficient) |
| Found Docs | Yes | 0 | — | Touched docs at developer.box.com: yes (9 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: 2 (need ≥1) |
| Full Execution | Yes | 0 | — | Method: full_execution, Exit: 0 |

## Run Artifacts

| Artifact | Value |
|----------|-------|
| Conversation turns | 32 |
| Tool call traces | 31 |
| Generated files | 2 |
| Exit code | 0 |
| Completed at | 2026-10-16T12:54:05.709727+00:00 |

### Generated Files

- /home/daytona/app/*****.txt
- /home/daytona/app/box_integration.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/box