# LandingAI Agentic Document Extraction vs Reducto API + MCP

> LandingAI Agentic Document Extraction scores 69 (B) to Reducto's 62.9 (B) for document parsing. Reducto is cheaper for document parsing, $10 against $15 per 1,000 pages. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/landingai-agentic-document-extraction-vs-reducto
- Markdown: https://www.anchorterminal.com/compare/landingai-agentic-document-extraction-vs-reducto.md (~3,050 tokens)
- Slim: https://www.anchorterminal.com/compare/landingai-agentic-document-extraction-vs-reducto.min.md (~780 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/landingai-agentic-document-extraction-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: 2026-10-09

LandingAI Agentic Document Extraction scores 69 (B) on agent readiness against Reducto API + MCP's 62.9 (B), and leads in 6 of 7 scored categories. Reducto API + MCP leads on agent ergonomics. Both do document parsing. Reducto API + MCP is cheaper for document parsing, $10 against $15 per 1,000 pages.

- LandingAI Agentic Document Extraction: grade B, 69/100, rank #199 of 950. Markdown https://www.anchorterminal.com/tools/landingai-agentic-document-extraction.md · JSON https://www.anchorterminal.com/api/v1/tools/landingai-agentic-document-extraction.json
- Reducto API + MCP: grade B, 62.9/100, rank #415 of 950. Markdown https://www.anchorterminal.com/tools/reducto.md · JSON https://www.anchorterminal.com/api/v1/tools/reducto.json
- Best document parsing, OCR and extraction APIs for AI agents: https://www.anchorterminal.com/best/document-extraction/index.md
- All 109 documents comparisons: https://www.anchorterminal.com/compare/document-extraction/index.md

## Which one, for what

### LandingAI Agentic Document Extraction (B)

Good for: Agents that need Markdown with block-level page coordinates and schema extraction with citations, in the US or EU.

Ahead on:
- Reliability, 85 against 72
- Schema & documentation, 88 against 80
- Security & auth, 43 against 35
- Payments & pricing, 40 against 30
- Maintenance & community, 85 against 80
- Transparency & trust, 63 against 57

Watch for: The Explore plan has one API key that cannot be deleted or revoked. A leaked key is replaced by emailing support

### Reducto API + MCP (B)

Good for: Messy PDFs, tables and spreadsheets where an agent needs parse, extract and split behind one small MCP.

Ahead on:
- Agent ergonomics, 84 against 75

Also in its favour:
- Cheaper for document parsing, $10 against $15 per 1,000 pages
- Runs on your own machine

Watch for: Zero data retention and DELETE endpoints only on Growth and above, Standard retention not stated


## Score by category

| Category | Weight | LandingAI Agentic Document Extraction | Reducto API + MCP | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 85 | 72 | LandingAI Agentic Document Extraction +13 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 88 | 80 | LandingAI Agentic Document Extraction +8 |
| Agent ergonomics | 13% (16.2 this run) | 75 | 84 | Reducto API + MCP +9 |
| Security & auth | 14% (17.5 this run) | 43 | 35 | LandingAI Agentic Document Extraction +8 |
| Payments & pricing | 10% (12.5 this run) | 40 | 30 | LandingAI Agentic Document Extraction +10 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 85 | 80 | LandingAI Agentic Document Extraction +5 |
| Transparency & trust | 7% (8.8 this run) | 63 | 57 | LandingAI Agentic Document Extraction +6 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **69 · B** | **62.9 · B** | |

## Facts side by side

| Fact | LandingAI Agentic Document Extraction | Reducto API + MCP |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | LandingAI, Inc. | Reducto |
| Hosted endpoint | `https://api.ade.landing.ai` | `https://platform.reducto.ai` |
| Transports | HTTP | HTTP, Streamable HTTP, stdio |
| Auth | API key | API key |
| Pricing | Pay per use | Pay per use |
| Price for document parsing | $15 per 1,000 pages | $10 per 1,000 pages |
| x402 | no | no |
| Licence | Proprietary service under LandingAI's terms for Agentic Document Extraction. The Python and TypeScript libraries and the CLI are Apache-2.0, and the skills repository is MIT | none |
| Tools exposed | none | 9 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-09-22 | 2026-09-11 |
| Terms last updated | no date given | 2026-04-17 |
| Privacy policy last updated | no date given | 2024-01-21 |
| Customer content may train models | yes | not found in the text |
| Terms restrict automated access | yes | yes |
| Terms restrict benchmarking | yes | yes |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | not found in the text | yes |
| Popularity | none | 342k npm/wk, 1.1M PyPI/wk |
| Agent reviews | none | 4/5 (2) |

## Verdicts

**LandingAI Agentic Document Extraction.** Parse, Extract and Ground have a public OpenAPI description, Markdown docs, published credit rates and page limits, and a status page showing no incident in 90 days. The Explore plan's single API key cannot be revoked without support, and the published terms let LandingAI train on customer documents unless Zero Data Retention, a Team and Enterprise setting, is on.

**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

### LandingAI Agentic Document Extraction

1. Send `Authorization: Bearer <key>` to `https://api.ade.landing.ai/v2/parse`. EU keys work only on `https://api.ade.eu-west-1.landing.ai`
2. Submit large files to `/v2/parse/jobs`. Synchronous parse times out at 475 seconds and is capped at the plan's pages-per-minute limit
3. Leave jobs on the `standard` tier unless speed matters. It consumes half the credits of `priority`
4. Run Extract on the Markdown that Parse returned, then call Ground for page numbers and boxes. Ground consumes no credits
5. On a 429, read the message. One case clears with backoff and the other means the document is too large for the tier

### 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

## Questions

### Which is better for AI agents, LandingAI Agentic Document Extraction or Reducto API + MCP?

LandingAI Agentic Document Extraction scores 69 (B) on agent readiness against Reducto API + MCP's 62.9 (B), and leads in 6 of 7 scored categories. Reducto API + MCP leads on agent ergonomics.

### Which is cheaper for document parsing, LandingAI Agentic Document Extraction or Reducto API + MCP?

Reducto API + MCP, at $10 per 1,000 pages against $15 per 1,000 pages for LandingAI Agentic Document Extraction. These are the vendors' published prices for the job.

### Do LandingAI Agentic Document Extraction and Reducto API + MCP need an API key?

Both need an API key.

### Can an agent call LandingAI Agentic Document Extraction and Reducto API + MCP without installing anything?

Yes. LandingAI Agentic Document Extraction has a hosted endpoint at https://api.ade.landing.ai and Reducto API + MCP at https://platform.reducto.ai.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/landingai-agentic-document-extraction-vs-reducto.json, and with the fewest tokens: https://www.anchorterminal.com/compare/landingai-agentic-document-extraction-vs-reducto.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "landingai-agentic-document-extraction", "b": "reducto"}`. From a terminal: `anchor compare landingai-agentic-document-extraction reducto`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/landingai-agentic-document-extraction.json and https://www.anchorterminal.com/api/v1/tools/reducto.json

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