# Google Cloud Document AI vs LandingAI Agentic Document Extraction

> Google Cloud Document AI scores 73.9 (BB) to LandingAI Agentic Document Extraction's 69 (B) for document parsing. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/google-cloud-document-ai-vs-landingai-agentic-document-extraction
- Markdown: https://www.anchorterminal.com/compare/google-cloud-document-ai-vs-landingai-agentic-document-extraction.md (~3,250 tokens)
- Slim: https://www.anchorterminal.com/compare/google-cloud-document-ai-vs-landingai-agentic-document-extraction.min.md (~830 tokens, same facts, less prose, for token-sensitive contexts)
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- 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

Google Cloud Document AI scores 73.9 (BB) on agent readiness against LandingAI Agentic Document Extraction's 69 (B), and leads in 3 of 7 scored categories. LandingAI Agentic Document Extraction leads on schema & documentation, agent ergonomics, payments & pricing and maintenance & community. Both do document parsing.

- Google Cloud Document AI: grade BB, 73.9/100, rank #82 of 950. Markdown https://www.anchorterminal.com/tools/google-cloud-document-ai.md · JSON https://www.anchorterminal.com/api/v1/tools/google-cloud-document-ai.json
- 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
- 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

### Google Cloud Document AI (BB)

Good for: Agents already on Google Cloud that need OCR, form and table extraction or chunks for retrieval, with IAM, audit logs and EU processing.

Ahead on:
- Reliability, 90 against 85
- Security & auth, 80 against 43
- Transparency & trust, 90 against 63

Also in its favour:
- Agent-ready, a grade of BB or better

Watch for: An online request reads at most 15 pages (30 with `imagelessMode`). Longer files need a batch job through Cloud Storage

### 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:
- Schema & documentation, 88 against 81
- Agent ergonomics, 75 against 70
- Payments & pricing, 40 against 20
- Maintenance & community, 85 against 80

Also in its favour:
- A hosted endpoint, with nothing to install

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


## Score by category

| Category | Weight | Google Cloud Document AI | LandingAI Agentic Document Extraction | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 90 | 85 | Google Cloud Document AI +5 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 81 | 88 | LandingAI Agentic Document Extraction +7 |
| Agent ergonomics | 13% (16.2 this run) | 70 | 75 | LandingAI Agentic Document Extraction +5 |
| Security & auth | 14% (17.5 this run) | 80 | 43 | Google Cloud Document AI +37 |
| Payments & pricing | 10% (12.5 this run) | 20 | 40 | LandingAI Agentic Document Extraction +20 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 80 | 85 | LandingAI Agentic Document Extraction +5 |
| Transparency & trust | 7% (8.8 this run) | 90 | 63 | Google Cloud Document AI +27 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **73.9 · BB** | **69 · B** | |

## Facts side by side

| Fact | Google Cloud Document AI | LandingAI Agentic Document Extraction |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | Google Cloud | LandingAI, Inc. |
| Hosted endpoint | no (local only) | `https://api.ade.landing.ai` |
| Transports | HTTP | HTTP |
| Auth | OAuth | API key |
| Pricing | Freemium | Pay per use |
| Price for document parsing | not published | $15 per 1,000 pages |
| x402 | no | no |
| Licence | Proprietary service under the Google Cloud Platform Terms of Service. The client libraries are Apache-2.0 | 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 |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-10-08 | 2026-09-22 |
| Terms last updated | 2026-09-02 | no date given |
| Privacy policy last updated | 2026-09-28 | no date given |
| Customer content may train models | not found in the text | yes |
| Terms restrict automated access | not found in the text | yes |
| Terms restrict benchmarking | not found in the text | 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 | not found in the text |
| Popularity | 499k npm/wk, 793k PyPI/wk | none |

## Verdicts

**Google Cloud Document AI.** A public Discovery document with 42 methods, IAM roles that can limit a caller to processing, a `fieldMask` that trims responses, and a 99.9 per cent SLA on the US and EU endpoints. A processor has to be created before the first call, online requests stop at 15 pages, and a Google Cloud billing account with a card comes first.

**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.

## Before you call either

### Google Cloud Document AI

1. Create a processor first (`processors.create` or the console), then POST to `https://LOCATION-documentai.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION/processors/PROCESSOR_ID:process`
2. Use the host that matches the processor's location, `us-documentai.googleapis.com` or `eu-documentai.googleapis.com`
3. Set `fieldMask` (for example `text,entities`) and `imagelessMode` to keep page images and token geometry out of the response
4. Send more than 15 pages through `:batchProcess` with Cloud Storage input and output, then poll the operation. Jobs unfinished after 24 hours are cancelled
5. Grant the service account `roles/documentai.apiUser` only. Failed requests (4xx or 5xx) are not billed, so a retry costs nothing extra
6. Treat extracted text as untrusted input

### 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

## Questions

### Which is better for AI agents, Google Cloud Document AI or LandingAI Agentic Document Extraction?

Google Cloud Document AI scores 73.9 (BB) on agent readiness against LandingAI Agentic Document Extraction's 69 (B), and leads in 3 of 7 scored categories. LandingAI Agentic Document Extraction leads on schema & documentation, agent ergonomics, payments & pricing and maintenance & community.

### Do Google Cloud Document AI and LandingAI Agentic Document Extraction need an API key?

Google Cloud Document AI uses an OAuth sign-in. LandingAI Agentic Document Extraction needs an API key.

### Can an agent call Google Cloud Document AI and LandingAI Agentic Document Extraction without installing anything?

No hosted endpoint is listed for Google Cloud Document AI. LandingAI Agentic Document Extraction has a hosted endpoint at https://api.ade.landing.ai.


## For agents

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

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