# Reducto Gemini API Evaluation

**Category:** Document Parsing
**Score:** 80 (B)

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

## Summary

| Metric | Value |
|--------|-------|
| Status | completed |
| Overall score | 80 |
| Grade | B |
| Eval score | 72 |
| Discovery score | 100 |
| Cost | $0.40 |
| Runtime | 3m 53s |
| Tool calls | 17 |
| Errors | 0 |
| Tokens used | 668242 |
| 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://pypi.org/project/mcp-server-reducto/ |
| Typed SDK | https://github.com/reductoai/reducto-node-sdk |
| OpenAPI | https://docs.reducto.ai/openapi.json |
| Agent skills | https://github.com/reductoai/claude-plugins |
| CLI | https://pypi.org/project/reducto-cli/ |

## Evaluation Prompt

````text

# Task
Using https://docs.reducto.ai/quickstart, complete the following task:

Using Reducto, build me a script that parses this PDF and extracts structured data: https://www.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 | $0.40 ($0.40–0.70, expensive) |
| Time | No | 0 | 0 | 233s (3–5min, slow) |
| Efficiency | Yes | 0 | 0 | 17 tool calls (≤20, acceptable) |
| Found Docs | Yes | 0 | — | Touched docs at docs.reducto.ai: yes (4 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 | 18 |
| Tool call traces | 17 |
| Generated files | 1 |
| Exit code | 0 |
| Completed at | 2026-10-16T00:13:50.005121+00:00 |

### Generated Files

- /home/daytona/app/parse_pdf.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/reducto