# Reducto Codex CLI Evaluation

**Category:** Document Parsing
**Score:** 64 (C)

This is the agent-readable Devtool Arena evaluation page for Reducto on Codex CLI.

## Summary

| Metric | Value |
|--------|-------|
| Status | completed |
| Overall score | 64 |
| Grade | C |
| Eval score | 75 |
| Discovery score | 40 |
| Cost | $0.12 |
| Runtime | 1m 16s |
| Tool calls | 11 |
| Errors | 1 |
| Tokens used | 388575 |
| Success | Yes |

## Agent-Readiness Checklist

| Signal | Evidence |
|--------|----------|
| Context7 | Not found |
| llms.txt | Not found |
| MCP server | Not found |
| Typed SDK | Not found |
| OpenAPI | Not found |
| Agent skills | Not found |
| CLI | Not found |

## Evaluation Prompt

````text

# Task
Using the reducto CLI (Reducto), parse a document:

1. Download this sample PDF: https://www.irs.gov/pub/irs-pdf/fw9.pdf
2. Use the reducto CLI to parse the PDF into structured output (markdown, JSON, or text)
3. Print the parsed output showing extracted text content, tables, or structure

Use ONLY the reducto CLI for all operations. Do NOT use the Python SDK or raw API calls.

You MUST use the `reducto` CLI to accomplish this task.
Do NOT write Python scripts that import the SDK — use CLI commands via the terminal.

If you need help with CLI commands, check the documentation: https://docs.reducto.ai/cli
You can also use `reducto --help` and `reducto <command> --help` to discover available commands.

## Setup
You need to install and authenticate the `reducto` CLI yourself.

### Installation
Run: `pip install reducto-cli`

### Authentication
The following environment variables are already set in this environment: `REDUCTO_API_KEY`
The CLI should pick these up automatically, or pass them to commands as needed.

## Execution
1. Install the `reducto` CLI using the command above
2. Verify the installation: `reducto --help`
3. Authenticate using the credentials above
4. Perform the task described above

Work in the /home/daytona/app directory. Run commands and print output to stdout.
If there are errors, debug and fix them until the task runs successfully.

## Summary
When you are done, write a JSON summary file to /home/daytona/app/results.json with this structure:
{
  "operations": [
    {"step": 1, "description": "What you did", "command": "the CLI command", "success": true/false, "output_summary": "brief result"},
    ...
  ],
  "overall_success": true/false,
  "notes": ["any relevant notes about the execution"]
}

````

## Grader Results

| Check | Passed | Weight | Score | Details |
|-------|--------|--------|-------|---------|
| Stage 2 Auth | Yes | — | 25 | — |
| Stage 3 Task | Yes | — | — | — |
| Stage 1 Install | Yes | — | 5 | — |
| Stage 5 Llms Txt | Yes | — | 5 | — |
| Stage 0 Cli Exists | Yes | — | 5 | — |
| Stage 4 Json Output | No | — | 0 | — |
| Stage 6 Agent Skill | No | — | 0 | — |
| Stage 3 Non Interactive | No | — | 0 | — |

## Run Artifacts

| Artifact | Value |
|----------|-------|
| Conversation turns | 15 |
| Tool call traces | 11 |
| Generated files | 1 |
| Exit code | — |
| Completed at | 2026-09-27T14:22:13.558596+00:00 |

### Generated Files

- /home/daytona/app/results.json

## Related Pages

- [Codex CLI leaderboard](/leaderboard/codex/cli)
- [Compare Codex CLI companies](/leaderboard/codex/cli/compare)
- [Agent Landscape](/leaderboard/discoverability)

Canonical URL: https://devtoolarena.com/codex/cli/reducto