# LlamaParse Grok API Evaluation

**Category:** Document Parsing
**Score:** 79 (B)

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

## Summary

| Metric | Value |
|--------|-------|
| Status | completed |
| Overall score | 79 |
| Grade | B |
| Eval score | 70 |
| Discovery score | 100 |
| Cost | $0.47 |
| Runtime | 8m 0s |
| Tool calls | 16 |
| Errors | 0 |
| Tokens used | 419068 |
| Success | Yes |

## Agent-Readiness Checklist

| Signal | Evidence |
|--------|----------|
| Context7 | https://context7.com/run-llama/llama_index |
| llms.txt | https://developers.llamaindex.ai/llms.txt |
| MCP server | https://github.com/run-llama/llama-cloud-ts/tree/main/packages/mcp-server |
| Typed SDK | https://github.com/run-llama/llama-cloud-ts |
| OpenAPI | https://api.cloud.llamaindex.ai/api/openapi.json |
| Agent skills | https://developers.llamaindex.ai/for-agents/ |
| CLI | https://github.com/run-llama/llama-parse-cli |

## Evaluation Prompt

````text

# Task
Using https://[REDACTED:TENANT].cloud.llamaindex.ai/llamaparse/getting_started, complete the following task:

Using LlamaParse, build me a script that parses this PDF and extracts structured data: https://[REDACTED:TENANT].irs.gov/pub/irs-pdf/fw9.pdf

Print the result as JSON with fields: pages (total count), chunks (array of text blocks), tables (array if any found) 

## 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 | $0.47 ($0.40–0.70, expensive) |
| Time | No | 0 | 0 | 480s (5–10min, very slow) |
| Efficiency | Yes | 0 | 0 | 16 tool calls (≤20, acceptable) |
| Found Docs | Yes | 0 | — | Touched [REDACTED:TENANT] at [REDACTED:TENANT].cloud.llamaindex.ai: yes (2 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 | 2026-10-19T16:26:16.615204+00:00 |

### Generated Files

- /home/daytona/app/parse_fw9.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/llamaparse