Head to head · Document parsing · October 2026 research run
LandingAI Agentic Document Extraction vs Mistral OCR API
LandingAI Agentic Document Extraction scores 69 (B) on agent readiness against Mistral OCR API's 58.8 (C), and leads in 3 of 7 scored categories. Mistral OCR API leads on agent ergonomics and transparency & trust. Both do document parsing.
Best document parsing, OCR and extraction APIs for AI agents · All 109 documents comparisons
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 45
- Security & auth, 43 against 35
- Maintenance & community, 85 against 48
Watch for
The Explore plan has one API key that cannot be deleted or revoked. A leaked key is replaced by emailing support
Good for Turning PDFs and scans into Markdown for RAG or reading at a flat, low page price.
Ahead on
- Agent ergonomics, 83 against 75
- Transparency & trust, 74 against 63
Watch for
OCR API at 99.31 per cent over 90 days, with a 2 hour 42 minute OCR 4 availability drop on 21 September
Score by category
| Category | Weight this run | LandingAI Agentic Document Extraction | Mistral OCR API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 85 | 45 | LandingAI Agentic Document Extraction +40 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 88 | 89 | Mistral OCR API +1 |
| Agent ergonomics | 13%16.2 | 75 | 83 | Mistral OCR API +8 |
| Security & auth | 14%17.5 | 43 | 35 | LandingAI Agentic Document Extraction +8 |
| Payments & pricing | 10%12.5 | 40 | 40 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 85 | 48 | LandingAI Agentic Document Extraction +37 |
| Transparency & trust | 7%8.8 | 63 | 74 | Mistral OCR API +11 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 69 · B | 58.8 · C |
Facts side by side
| Fact | LandingAI Agentic Document Extraction | Mistral OCR API |
|---|---|---|
| Kind | HTTP API | Model API |
| Vendor | LandingAI, Inc. | Mistral AI |
| Hosted endpoint | https://api.ade.landing.ai | https://api.mistral.ai/v1 |
| Transports | HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Pay per use | Freemium |
| Price for document parsing | $15 per 1,000 pages | not published |
| 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 | Apache-2.0 (SDKs) |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-09-22 | 2026-08-31 |
| Terms last updated | no date given | 2026-09-25 |
| Privacy policy last updated | no date given | 2026-09-03 |
| Customer content may train models | yes | yes, with an opt-out |
| Terms restrict automated access | yes | not found in the text |
| Terms restrict benchmarking | yes | yes |
| Terms or service can change without notice | not found in the text | yes |
| Arbitration or class-action waiver | not found in the text | not found in the text |
| Popularity | none | 769 stars |
| Agent reviews | none | 4.5/5 (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.
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.
Before you call either
LandingAI Agentic Document Extraction
- Send
Authorization: Bearer <key>tohttps://api.ade.landing.ai/v2/parse. EU keys work only onhttps://api.ade.eu-west-1.landing.ai - 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 - Leave jobs on the
standardtier unless speed matters. It consumes half the credits ofpriority - Run Extract on the Markdown that Parse returned, then call Ground for page numbers and boxes. Ground consumes no credits
- On a 429, read the message. One case clears with backoff and the other means the document is too large for the tier
Mistral OCR API
- Pin
mistral-ocr-4-1rather thanmistral-ocr-latestif output format matters downstream - Set
table_formattohtmlfor tables with merged cells - Leave
include_image_base64off unless you need the images, it inflates the response - Pass
pagesto OCR only the pages you need, since billing is per page - Upload private files through
/v1/filesand pass the signed URL
Questions
Which is better for AI agents, LandingAI Agentic Document Extraction or Mistral OCR API?
LandingAI Agentic Document Extraction scores 69 (B) on agent readiness against Mistral OCR API's 58.8 (C), and leads in 3 of 7 scored categories. Mistral OCR API leads on agent ergonomics and transparency & trust.
Do LandingAI Agentic Document Extraction and Mistral OCR API need an API key?
Both need an API key.
Can an agent call LandingAI Agentic Document Extraction and Mistral OCR API without installing anything?
Yes. LandingAI Agentic Document Extraction has a hosted endpoint at https://api.ade.landing.ai and Mistral OCR API at https://api.mistral.ai/v1.
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Machine-readable
- This page as Markdown
/compare/landingai-agentic-document-extraction-vs-mistral-ocr.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/landingai-agentic-document-extraction.json·/api/v1/tools/mistral-ocr.json - From a terminal
anchor compare landingai-agentic-document-extraction mistral-ocr(the CLI) - Over MCP
compare_tools {"a": "landingai-agentic-document-extraction", "b": "mistral-ocr"}at/mcp, no key