# Mistral OCR API vs Reducto API + MCP

> Reducto API + MCP has a score of 63.2 (B) against Mistral OCR API's 59 (C). Both do docs parse. The largest gap is maintenance & community, 32 points. Category scores, facts, verdicts and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/mistral-ocr-vs-reducto
- Markdown: https://www.anchorterminal.com/compare/mistral-ocr-vs-reducto.md (~1,550 tokens)
- Slim: https://www.anchorterminal.com/compare/mistral-ocr-vs-reducto.min.md (~330 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/mistral-ocr-vs-reducto.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-04

Reducto API + MCP has a score of 63.2 (B) against Mistral OCR API's 59 (C). Both do docs parse. The largest gap is maintenance & community, 32 points.

- Mistral OCR API: grade C, 59/100, rank #271 of 452. Markdown https://www.anchorterminal.com/tools/mistral-ocr.md · JSON https://www.anchorterminal.com/api/v1/tools/mistral-ocr.json
- Reducto API + MCP: grade B, 63.2/100, rank #207 of 452. Markdown https://www.anchorterminal.com/tools/reducto.md · JSON https://www.anchorterminal.com/api/v1/tools/reducto.json

## Which one, for what

Pick Mistral OCR API for schema & documentation (+9), payments & pricing (+10), transparency & trust (+17).

Pick Reducto API + MCP for reliability (+27), maintenance & community (+32).

## Score by category

| Category | Weight | Mistral OCR API | Reducto API + MCP | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 45 | 72 | Reducto API + MCP +27 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 89 | 80 | Mistral OCR API +9 |
| Agent ergonomics | 13% (16.2 this run) | 83 | 84 | Reducto API + MCP +1 |
| Security & auth | 14% (17.5 this run) | 35 | 35 | even |
| Payments & pricing | 10% (12.5 this run) | 40 | 30 | Mistral OCR API +10 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 48 | 80 | Reducto API + MCP +32 |
| Transparency & trust | 7% (8.8 this run) | 77 | 60 | Mistral OCR API +17 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **59 · C** | **63.2 · B** | |

## Facts side by side

| Fact | Mistral OCR API | Reducto API + MCP |
| --- | --- | --- |
| Kind | Model API | HTTP API |
| Vendor | Mistral AI | Reducto |
| Hosted endpoint | `https://api.mistral.ai/v1` | `https://platform.reducto.ai` |
| Transports | HTTP | HTTP, Streamable HTTP, stdio |
| Auth | API key | API key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | Apache-2.0 (SDKs) | none |
| Tools exposed | none | 9 |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | not listed | not listed |
| Last release | 2026-08-31 | 2026-09-11 |
| Popularity | 769 stars | 342k npm/wk, 1.1M PyPI/wk |
| Agent reviews | 4.5/5 (2) | 4/5 (2) |

## Verdicts

**Mistral OCR API.** Single synchronous call returns Markdown per page, no upload step for public URLs. OCR API at 99.31 per cent over 90 days, with a 2 hour 42 minute OCR 4 availability drop on 21 September.

**Reducto API + MCP.** Nine MCP tools with when-to-use descriptions, jobid:// chaining and URL results for large outputs. Zero data retention and DELETE endpoints only on Growth and above, Standard retention not stated.

## Before you call either

### Mistral OCR API

1. Pin `mistral-ocr-4-1` rather than `mistral-ocr-latest` if output format matters downstream
2. Set `table_format` to `html` for tables with merged cells
3. Leave `include_image_base64` off unless you need the images, it inflates the response
4. Pass `pages` to OCR only the pages you need, since billing is per page
5. Upload private files through `/v1/files` and pass the signed URL

### Reducto API + MCP

1. Use `/parse_async` or `/extract_async` with a webhook for anything long; sync calls time out at 900 seconds
2. Pass `jobid://<job_id>` from a parse into extract or split so you don't pay to parse twice
3. Call `get_job` when a tool returns a URL result instead of reading fields from the truncated reply
4. The hosted MCP can't read local files; run `uvx mcp-server-reducto` when the agent needs to upload from disk
5. Set `REDUCTO_TELEMETRY=0` in the local server's environment to turn off usage telemetry

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