# Anchor Browser Gemini API Evaluation

**Category:** Browser
**Score:** 69 (C)

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

## Summary

| Metric | Value |
|--------|-------|
| Status | completed |
| Overall score | 69 |
| Grade | C |
| Eval score | 62 |
| Discovery score | 86 |
| Cost | $0.57 |
| Runtime | 13m 34s |
| Tool calls | 37 |
| Errors | 2 |
| Tokens used | 1316001 |
| Success | Yes |

## Agent-Readiness Checklist

| Signal | Evidence |
|--------|----------|
| Context7 | Not found |
| llms.txt | https://docs.anchorbrowser.io/llms.txt |
| MCP server | https://docs.anchorbrowser.io/advanced/mcp |
| Typed SDK | https://www.npmjs.com/package/anchorbrowser |
| OpenAPI | https://docs.anchorbrowser.io/openapi.yaml |
| Agent skills | https://github.com/anchorbrowser/anchor-mcp-plugin |
| CLI | https://www.npmjs.com/package/@anchor-browser/cli |

## Evaluation Prompt

````text

# Task
Using https://docs.anchorbrowser.io, complete the following task:

Using Anchor Browser, build me a Python script that:

1. Install the Anchor Browser Python package
2. Open a browser session
3. Navigate to "https://example.com"
4. Extract the page title and the main heading (h1) text
5. Take a screenshot and save as "screenshot.png" (if supported)
6. Close the session
7. Print results as JSON: {"url": "...", "title": "...", "heading_text": "...", "screenshot_saved": true/false}

Use the official Anchor Browser Python library — not raw HTTP 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 | $0.57 ($0.40–0.70, expensive) |
| Time | No | 0 | 0 | 814s (≥10min, too slow) |
| Efficiency | No | 0 | 0 | 37 tool calls (>25, inefficient) |
| Found Docs | Yes | 0 | — | Touched docs at docs.anchorbrowser.io: yes (9 matching tool calls) |
| Zero Errors | No | 0 | — | Tool outputs with errors/tracebacks: 2 |
| 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 | 38 |
| Tool call traces | 37 |
| Generated files | 1 |
| Exit code | 0 |
| Completed at | 2026-10-16T00:08:45.390542+00:00 |

### Generated Files

- /home/daytona/app/main.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/anchor-browser