# Scrapfly Grok API Evaluation

**Category:** Webscraping
**Score:** 71 (C)

This is the agent-readable Devtool Arena evaluation page for Scrapfly on Grok API.

## Summary

| Metric | Value |
|--------|-------|
| Status | completed |
| Overall score | 71 |
| Grade | C |
| Eval score | 72 |
| Discovery score | 71 |
| Cost | $0.44 |
| Runtime | 3m 0s |
| Tool calls | 16 |
| Errors | 0 |
| Tokens used | 340668 |
| Success | Yes |

## Agent-Readiness Checklist

| Signal | Evidence |
|--------|----------|
| Context7 | Not found |
| llms.txt | https://scrapfly.io/llms.txt |
| MCP server | https://github.com/scrapfly/scrapfly-mcp |
| Typed SDK | https://github.com/scrapfly/typescript-scrapfly |
| OpenAPI | Not found |
| Agent skills | https://github.com/scrapfly/skills |
| CLI | https://github.com/scrapfly/scrapfly-cli |

## Evaluation Prompt

````text

# Task
Using https://scrapfly.io/[REDACTED:TENANT], complete the following task:

Using the Scrapfly Python SDK, build me a script that scrapes web content:

1. Install the official Scrapfly Python SDK (pip install)
2. Scrape the page at "https://news.ycombinator.com"
3. Extract the top 5 story titles and their URLs
4. Print the results as JSON array with fields: rank, title, url

You MUST use the official Scrapfly 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 | $0.44 ($0.40–0.70, expensive) |
| Time | No | 0 | 0 | 180s (3–5min, slow) |
| Efficiency | Yes | 0 | 0 | 16 tool calls (≤20, acceptable) |
| Found Docs | Yes | 0 | — | Touched [REDACTED:TENANT] at scrapfly.io: yes (6 matching tool calls) |
| Zero Errors | Yes | 0 | — | No errors in tool outputs |
| 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 | 17 |
| Tool call traces | 16 |
| Generated files | 1 |
| Exit code | 0 |
| Completed at | 2026-10-19T16:10:23.354234+00:00 |

### Generated Files

- /home/daytona/app/scrape_hn.py

## Related Pages

- [Grok API leaderboard](/grok/api)
- [Compare Grok API companies](/grok/api/compare)
- [Agent Landscape](/discoverability)

Canonical URL: https://devtoolarena.com/grok/api/scrapfly