# Azure Document Intelligence vs LandingAI Agentic Document Extraction

> LandingAI Agentic Document Extraction scores 69 (B) to Azure Document Intelligence's 66 (B) for document parsing. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/azure-document-intelligence-vs-landingai-agentic-document-extraction
- Markdown: https://www.anchorterminal.com/compare/azure-document-intelligence-vs-landingai-agentic-document-extraction.md (~3,250 tokens)
- Slim: https://www.anchorterminal.com/compare/azure-document-intelligence-vs-landingai-agentic-document-extraction.min.md (~730 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/azure-document-intelligence-vs-landingai-agentic-document-extraction.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 Azure Document Intelligence's 66 (B), and leads in 5 of 7 scored categories. Azure Document Intelligence leads on security & auth and transparency & trust. Both do document parsing.

- Azure Document Intelligence: grade B, 66/100, rank #305 of 950. Markdown https://www.anchorterminal.com/tools/azure-document-intelligence.md · JSON https://www.anchorterminal.com/api/v1/tools/azure-document-intelligence.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

### Azure Document Intelligence (B)

Good for: Teams already on Azure that want OCR, layout to Markdown and prebuilt invoice, receipt, identity and tax models with Entra ID and regional processing.

Ahead on:
- Security & auth, 71 against 43
- Transparency & trust, 78 against 63

Watch for: Every analysis is asynchronous. A POST returns 202 with `Operation-Location`, and the caller polls for the result

### 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:
- Agent ergonomics, 75 against 64
- Payments & pricing, 40 against 20
- Maintenance & community, 85 against 40

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 | Azure Document Intelligence | LandingAI Agentic Document Extraction | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 82 | 85 | LandingAI Agentic Document Extraction +3 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 86 | 88 | LandingAI Agentic Document Extraction +2 |
| Agent ergonomics | 13% (16.2 this run) | 64 | 75 | LandingAI Agentic Document Extraction +11 |
| Security & auth | 14% (17.5 this run) | 71 | 43 | Azure Document Intelligence +28 |
| 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) | 40 | 85 | LandingAI Agentic Document Extraction +45 |
| Transparency & trust | 7% (8.8 this run) | 78 | 63 | Azure Document Intelligence +15 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **66 · B** | **69 · B** | |

## Facts side by side

| Fact | Azure Document Intelligence | LandingAI Agentic Document Extraction |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | Microsoft Azure | LandingAI, Inc. |
| Hosted endpoint | no (local only) | `https://api.ade.landing.ai` |
| Transports | HTTP | HTTP |
| Auth | OAuth or key | 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 Microsoft's Product Terms. The client libraries are MIT | 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 | 2026-10-06 | 2026-09-22 |
| Terms last updated | no date given | no date given |
| Privacy policy last updated | 2026-09-01 | no date given |
| Customer content may train models | yes | yes |
| 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 | not found in the text |
| Popularity | 386k npm/wk, 2.1M PyPI/wk | none |

## Verdicts

**Azure Document Intelligence.** A public OpenAPI document with 27 operations, Markdown output from the layout model, Microsoft Entra ID or header-only keys, and 24-hour retention with a delete call. Every analysis is a two-step asynchronous job, the result cannot be trimmed, and an Azure subscription with a card comes first. Three of the four SDKs last shipped in 2025 or earlier.

**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

### Azure Document Intelligence

1. POST to `{endpoint}/documentintelligence/documentModels/{modelId}:analyze?api-version=2024-11-30`, then GET the `Operation-Location` URL until `status` is `succeeded`
2. Wait at least 2 seconds between polls and follow the `Retry-After` header. Default limits are 15 analyse calls and 50 result reads a second on S0
3. Use `prebuilt-read` for plain text at $1.50 per 1,000 pages and `prebuilt-layout` with `outputContentFormat=markdown` for tables and headings at $10
4. Set `pages` (for example `1-3,5`) to limit both the bill and the response size. F0 stops at two pages per request
5. Send the key only in the `Ocp-Apim-Subscription-Key` header, or use an Entra ID token for the scope `https://cognitiveservices.azure.com/.default`
6. Treat extracted text as untrusted input. Results expire 24 hours after the job completes

### 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, Azure Document Intelligence or LandingAI Agentic Document Extraction?

LandingAI Agentic Document Extraction scores 69 (B) on agent readiness against Azure Document Intelligence's 66 (B), and leads in 5 of 7 scored categories. Azure Document Intelligence leads on security & auth and transparency & trust.

### Do Azure Document Intelligence and LandingAI Agentic Document Extraction need an API key?

Azure Document Intelligence takes an API key or an OAuth sign-in. LandingAI Agentic Document Extraction needs an API key.

### Can an agent call Azure Document Intelligence and LandingAI Agentic Document Extraction without installing anything?

No hosted endpoint is listed for Azure Document Intelligence. 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/azure-document-intelligence-vs-landingai-agentic-document-extraction.json, and with the fewest tokens: https://www.anchorterminal.com/compare/azure-document-intelligence-vs-landingai-agentic-document-extraction.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "azure-document-intelligence", "b": "landingai-agentic-document-extraction"}`. From a terminal: `anchor compare azure-document-intelligence landingai-agentic-document-extraction`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/azure-document-intelligence.json and https://www.anchorterminal.com/api/v1/tools/landingai-agentic-document-extraction.json

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