# Reducto Grok API Evaluation

**Category:** Document Parsing
**Score:** 86 (B)

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

## Summary

| Metric | Value |
|--------|-------|
| Status | completed |
| Overall score | 86 |
| Grade | B |
| Eval score | 81 |
| Discovery score | 100 |
| Cost | $0.30 |
| Runtime | 1m 48s |
| Tool calls | 12 |
| Errors | 0 |
| Tokens used | 236128 |
| Success | Yes |

## Agent-Readiness Checklist

| Signal | Evidence |
|--------|----------|
| Context7 | https://context7.com/reductoai/reducto-python-sdk |
| llms.txt | https://docs.reducto.ai/llms.txt |
| MCP server | https://docs.reducto.ai/quickstart |
| Typed SDK | https://pypi.org/pypi/reductoai/json |
| OpenAPI | https://docs.reducto.ai/openapi.json |
| Agent skills | https://docs.reducto.ai/quickstart |
| CLI | https://docs.reducto.ai/cli |

## Evaluation Prompt

````text

# Task
Using https://[REDACTED:TENANT].reducto.ai/quickstart, complete the following task:

Using Reducto, 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 | Yes | 0 | 0 | $0.30 ($0.20–0.40, good) |
| Time | Yes | 0 | 1 | 108s (1–2min, great) |
| Efficiency | Yes | 0 | 0 | 12 tool calls (≤15, good) |
| Found Docs | Yes | 0 | — | Touched [REDACTED:TENANT] at [REDACTED:TENANT].reducto.ai: yes (7 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 | 13 |
| Tool call traces | 12 |
| Generated files | 1 |
| Exit code | 0 |
| Completed at | 2026-10-19T16:20:06.795178+00:00 |

### Generated Files

- /home/daytona/app/parse_document.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/reducto