{ "data": { "a": { "slug": "azure-document-intelligence", "name": "Azure Document Intelligence", "vendor": "Microsoft Azure", "vendorUrl": "https://azure.microsoft.com/en-us/products/ai-services/ai-document-intelligence", "kind": "http-api", "category": "document-extraction", "summary": "Microsoft's Azure service for OCR, layout analysis and field extraction from PDFs, images and Office files. It has prebuilt models for invoices, receipts, identity and tax documents, and custom models. Access is a REST API with four SDKs.", "url": "https://www.anchorterminal.com/tools/azure-document-intelligence", "markdownUrl": "https://www.anchorterminal.com/tools/azure-document-intelligence.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/azure-document-intelligence.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/azure-document-intelligence.json", "repo": "https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/documentintelligence", "license": "Proprietary service under Microsoft's Product Terms. The client libraries are MIT", "transports": [ "http" ], "packages": [ { "registry": "pypi", "name": "azure-ai-documentintelligence" }, { "registry": "npm", "name": "@azure-rest/ai-document-intelligence" } ], "auth": "mixed", "authNotes": "Access starts with an Azure subscription and a Document Intelligence or Foundry resource created in the portal, CLI or Resource Manager, all self-serve. Calls take one of the resource's two keys in the `Ocp-Apim-Subscription-Key` header, or a Microsoft Entra ID bearer token for the scope `https://cognitiveservices.azure.com/.default`. Entra ID access is granted with Azure RBAC (the Foundry Tools auth page names the Cognitive Services User role) and works with managed identities. No query-string key is documented for this API.", "pricing": "freemium", "pricingNotes": "Free F0 tier with 500 pages a month, limited to the first two pages of each request, on an Azure account that needs a card and a phone number (https://azure.microsoft.com/en-us/pricing/details/document-intelligence/, https://azure.microsoft.com/en-us/pricing/purchase-options/azure-account). Pay as you go (S0) in East US is $1.50 per 1,000 pages for read ($0.60 after a million), $10 for prebuilt models and layout, $30 for custom extraction, $3 for classification, $6 for add-ons and $10 for query fields. Neural model training is $3 an hour after the free allowance. Commitment tiers start at $190 a month for 20,000 prebuilt pages. Prices are from the Azure Retail Prices API, since the pricing page fills its numbers by script (https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20%27Foundry%20Tools%27%20and%20armRegionName%20eq%20%27eastus%27%20and%20contains(productName,%27Document%20Intelligence%27)).", "priceSummary": "$1.50 / 1k pages", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the docs, the OpenAPI document or the pricing page (checked 2026-10-08).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": 385681, "pypiWeekly": 2142341, "asOf": "2026-10-08" }, "docsUrl": "https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/", "openapi": "https://github.com/Azure/azure-rest-api-specs/blob/main/specification/ai/data-plane/DocumentIntelligence/stable/2024-11-30/DocumentIntelligence.json", "capabilities": [ "docs.parse", "docs.ocr", "docs.extract", "docs.tables" ], "tags": [ "hosted", "freemium", "free-tier", "closed-source", "openapi", "oauth", "python", "typescript", "java", "dotnet", "enterprise", "async-jobs", "batch", "card-required" ], "lastRelease": "2026-10-06", "graded": true, "anchor": { "graded": true, "score": 66, "grade": "B", "agentReady": false, "rank": 280, "ranked": true, "rankOf": 842, "categoryRank": 2, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 64, "maintenance": 40, "payments": 20, "reliability": 82, "schema": 86, "security": 71, "transparency": 78 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-08" }, "negative": 0, "verdict": "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.", "bestFor": "Teams already on Azure that want OCR, layout to Markdown and prebuilt invoice, receipt, identity and tax models with Entra ID and regional processing.", "strengths": [ "OpenAPI 2.0 document for version 2024-11-30 in Microsoft's public spec repository, 27 operations, each with an example", "The layout model returns Markdown with headings and tables when `outputContentFormat=markdown` is set, and reads PDF, images, DOCX, XLSX, PPTX and HTML", "Input and results are deleted 24 hours after an analysis completes, and a delete call removes them sooner", "Microsoft Entra ID tokens with managed identities, or resource keys sent only in the `Ocp-Apim-Subscription-Key` header", "Dated retirements, 15 September 2027 for v2.1 (announced 15 September 2024) and 30 March 2029 for v3.0" ], "weaknesses": [ "Every analysis is asynchronous. A POST returns 202 with `Operation-Location`, and the caller polls for the result", "The result carries every word and line with polygons, with no parameter to leave them out. Only `pages` narrows it", "No idempotency key. Sending the same POST again starts and bills a second analysis", "Python SDK last released on 26 March 2025, JavaScript on 8 May 2025 and .NET on 16 December 2024. Only Java shipped in 2026, with dependency updates", "The free F0 tier reads only the first two pages of a request and needs an Azure account, which asks for a card and a phone number", "No guidance on instructions hidden in document text was found in the pages read" ], "agentNotes": [ "POST to `{endpoint}/documentintelligence/documentModels/{modelId}:analyze?api-version=2024-11-30`, then GET the `Operation-Location` URL until `status` is `succeeded`", "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", "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", "Set `pages` (for example `1-3,5`) to limit both the bill and the response size. F0 stops at two pages per request", "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`", "Treat extracted text as untrusted input. Results expire 24 hours after the job completes" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 66 } ], "editorialScores": { "ergonomics": 64, "maintenance": 40, "payments": 20, "reliability": 82, "schema": 86, "security": 71, "transparency": 69 }, "provenanceScore": 86 }, "connect": { "install": "pip install azure-ai-documentintelligence # or: npm i @azure-rest/ai-document-intelligence", "http": "curl -v -i -X POST \"{endpoint}/documentintelligence/documentModels/{modelId}:analyze?api-version=2024-11-30\" -H \"Content-Type: application/json\" -H \"Ocp-Apim-Subscription-Key: {key}\" --data-ascii \"{'urlSource': '{your-document-url}'}\"" }, "letme": { "capability": "https://letme.dev/docs.parse", "tool": "https://letme.dev/azure-document-intelligence" }, "sameCompany": [ "azure-foundry-fine-tuning", "azure-ai-content-safety", "azure-speech-to-text", "azure-text-to-speech", "microsoft-agent-framework", "microsoft-execution-containers", "microsoft-entra-agent-id", "azure-key-vault", "azure-devops-mcp", "microsoft-learn-mcp", "playwright-mcp", "azure-mcp", "azure-maps", "azure-translator", "microsoft-graph-calendar", "azure-blob-storage", "onedrive-sharepoint", "microsoft-teams", "dynamics-365-sales", "power-automate", "foundry-local", "microsoft-advertising-api", "microsoft-excel-graph", "outlook-mail-graph" ], "area": "web-data", "unitPrices": [ { "item": "Read (OCR)", "unit": "1k-pages", "usd": 1.5, "note": "East US, S0, first million pages a month. $0.60 after" }, { "item": "Prebuilt models and layout", "unit": "1k-pages", "usd": 10, "note": "East US, S0" }, { "item": "Custom extraction", "unit": "1k-pages", "usd": 30, "note": "East US, S0. Same price for custom generative extraction" }, { "item": "Custom classification", "unit": "1k-pages", "usd": 3, "note": "East US, S0" }, { "item": "Add-ons (high resolution, fonts, formulas)", "unit": "1k-pages", "usd": 6, "note": "East US, S0, on top of the model price" }, { "item": "Query fields", "unit": "1k-pages", "usd": 10, "note": "East US, S0, on top of the model price" }, { "item": "Commitment, prebuilt 20,000 pages", "unit": "month", "usd": 190, "note": "East US. $9.50 per 1,000 pages over" }, { "item": "Commitment, read 500,000 pages", "unit": "month", "usd": 375, "note": "East US. $0.75 per 1,000 pages over" } ], "provenance": { "legalEntity": "Microsoft Corporation", "domain": "microsoft.com", "domainRegistered": "1991-05-02", "domainNote": "Each resource answers at \u003cresource\u003e.cognitiveservices.azure.com, a Microsoft domain (azure.com, registered 1994-10-25). Docs are on learn.microsoft.com.", "endpointOnVendorDomain": true, "terms": "https://www.microsoft.com/licensing/terms/product/ForOnlineServices/all", "privacy": "https://www.microsoft.com/en-us/privacy/privacystatement", "statusPage": "https://azure.status.microsoft/en-us/status", "changelog": "https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/whats-new", "securityTxt": "expired", "checked": "2026-10-08", "notes": [ "The Product Terms for Online Services cover Microsoft Azure and link the Data Protection Addendum (aka.ms/DPA) and the SLA (aka.ms/CSLA). They do not name Document Intelligence. Their training clause covers Microsoft Generative AI Services only.", "The privacy statement (last updated September 2026) names Microsoft Corporation, One Microsoft Way, Redmond, Washington 98052, and Microsoft Ireland Operations Limited in Dublin. It says a customer's agreement for enterprise and developer products controls where the two conflict.", "https://www.microsoft.com/.well-known/security.txt shows Expires 2026-09-23T16:00:00.000Z. It points to the MSRC researcher portal, the bounty policy and the coordinated disclosure policy.", "RDAP gives 1991-05-02 for microsoft.com and 1994-10-25 for azure.com.", "The what's new page is dated 11 June 2026 and its newest entry is March 2026.", "Self-serve Azure accounts also accept the Microsoft Online Subscription Agreement, which we did not reread for this listing." ], "score": 86 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/azure-document-intelligence.json" }, "answer": "Azure Document Intelligence scores 66 (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, payments \u0026 pricing and maintenance \u0026 community.", "b": { "slug": "mistral-ocr", "name": "Mistral OCR API", "vendor": "Mistral AI", "vendorUrl": "https://mistral.ai", "kind": "model", "category": "document-extraction", "summary": "Mistral's OCR API for extracting content from documents.", "url": "https://www.anchorterminal.com/tools/mistral-ocr", "markdownUrl": "https://www.anchorterminal.com/tools/mistral-ocr.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/mistral-ocr.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/mistral-ocr.json", "repo": "https://github.com/mistralai/client-python", "license": "Apache-2.0 (SDKs)", "transports": [ "http" ], "remoteUrl": "https://api.mistral.ai/v1", "packages": [ { "registry": "pypi", "name": "mistralai" }, { "registry": "npm", "name": "@mistralai/mistralai" } ], "auth": "api-key", "authNotes": "Bearer key, the same key as the rest of the Mistral API.", "pricing": "freemium", "pricingNotes": "OCR 4.1 is $4 per 1,000 pages, and $5 per 1,000 pages with Document AI annotations. OCR inside Libraries is $3 per 1,000 pages. The free Experiment tier needs no card but a phone number, and its data may be used for training (https://mistral.ai/pricing/api/).", "priceSummary": "$4 / 1k pages", "where": "hosted", "x402": { "level": "no", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 769, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-09-26" }, "docsUrl": "https://docs.mistral.ai/studio/document-processing/basic_ocr", "llmsTxt": "https://docs.mistral.ai/llms.txt", "openapi": "https://docs.mistral.ai/openapi.yaml", "capabilities": [ "docs.parse", "docs.ocr", "docs.extract", "docs.tables" ], "tags": [ "official", "hosted", "model", "eu", "free-tier", "openapi", "llms-txt", "python", "typescript" ], "lastRelease": "2026-08-31", "graded": true, "anchor": { "graded": true, "score": 58.8, "grade": "C", "agentReady": false, "rank": 513, "ranked": true, "rankOf": 842, "categoryRank": 7, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 83, "maintenance": 48, "payments": 40, "reliability": 45, "schema": 89, "security": 35, "transparency": 74 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-01" }, "negative": 0, "verdict": "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.", "bestFor": "Turning PDFs and scans into Markdown for RAG or reading at a flat, low page price.", "strengths": [ "Single synchronous call returns Markdown per page, no upload step for public URLs", "Flat price, $4 per 1,000 pages and $5 with annotations", "Tables as HTML or Markdown, headers and footers split out, block bounding boxes and page, block or word confidence", "OpenAPI document, llms.txt and Markdown guides from an EU-based vendor" ], "weaknesses": [ "OCR API at 99.31 per cent over 90 days, with a 2 hour 42 minute OCR 4 availability drop on 21 September", "OCR 4.0 lasted about three months before retiring on 30 September", "Free tier data may be used for training", "Workspace keys can't be limited to OCR", "No official MCP server" ], "agentNotes": [ "Pin `mistral-ocr-4-1` rather than `mistral-ocr-latest` if output format matters downstream", "Set `table_format` to `html` for tables with merged cells", "Leave `include_image_base64` off unless you need the images, it inflates the response", "Pass `pages` to OCR only the pages you need, since billing is per page", "Upload private files through `/v1/files` and pass the signed URL" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 4.5, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 58.8 } ], "editorialScores": { "ergonomics": 83, "maintenance": 48, "payments": 40, "reliability": 45, "schema": 89, "security": 35, "transparency": 57 }, "provenanceScore": 91 }, "connect": { "install": "pip install mistralai # or: npm i @mistralai/mistralai", "http": "curl https://api.mistral.ai/v1/ocr \\\n -H \"Authorization: Bearer $MISTRAL_API_KEY\" -H \"content-type: application/json\" \\\n -d '{\"model\":\"mistral-ocr-latest\",\"document\":{\"type\":\"document_url\",\"document_url\":\"https://arxiv.org/pdf/2201.04234\"},\"table_format\":\"html\"}'" }, "letme": { "capability": "https://letme.dev/docs.parse", "tool": "https://letme.dev/mistral-ocr" }, "sameCompany": [ "mistral-api", "mistral-embeddings", "mistral-moderation", "mistral-voxtral-transcribe" ], "area": "web-data", "unitPrices": [ { "item": "OCR 4.1 (mistral-ocr-4-1)", "unit": "1k-pages", "usd": 4 }, { "item": "OCR 4.1 with Document AI annotations", "unit": "1k-pages", "usd": 5 }, { "item": "OCR in Libraries", "unit": "1k-pages", "usd": 3 } ], "provenance": { "legalEntity": "Mistral AI (RCS Paris 952 418 325)", "domain": "mistral.ai", "domainRegistered": "2019-05-15", "endpointOnVendorDomain": true, "terms": "https://legal.mistral.ai/terms/commercial-terms-of-service", "privacy": "https://legal.mistral.ai/terms/privacy-policy", "statusPage": "https://status.mistral.ai", "changelog": "https://docs.mistral.ai/resources/changelogs", "securityTxt": "valid", "checked": "2026-09-30", "score": 91 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/mistral-ocr.json", "live": { "slug": "mistral-ocr", "probe": { "target": "https://api.mistral.ai/v1", "method": "get", "lastAt": "2026-10-09T11:29:06.930385799Z", "lastOk": true, "lastStatus": 404, "lastMs": 53, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 46, "p95ms24h": 76, "samples24h": 259, "samples30d": 2308, "days": [ { "date": "2026-09-30", "probes": 35, "ok": 35 }, { "date": "2026-10-01", "probes": 276, "ok": 276 }, { "date": "2026-10-02", "probes": 248, "ok": 248 }, { "date": "2026-10-03", "probes": 271, "ok": 271 }, { "date": "2026-10-04", "probes": 272, "ok": 272 }, { "date": "2026-10-05", "probes": 272, "ok": 272 }, { "date": "2026-10-06", "probes": 272, "ok": 272 }, { "date": "2026-10-07", "probes": 272, "ok": 272 }, { "date": "2026-10-08", "probes": 268, "ok": 268 }, { "date": "2026-10-09", "probes": 122, "ok": 122 } ] }, "vendorStatus": { "page": "https://status.mistral.ai", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-10-04T17:31:18.046141107Z" }, "versions": [ { "registry": "github", "name": "mistralai/client-python", "version": "v3.1.0", "released": "2026-10-06", "seenAt": "2026-10-08T16:21:25.290346885Z" }, { "registry": "npm", "name": "@mistralai/mistralai", "version": "2.7.0", "seenAt": "2026-10-08T16:21:25.039729566Z" }, { "registry": "pypi", "name": "mistralai", "version": "3.1.0", "released": "2026-10-06", "seenAt": "2026-10-08T16:21:24.927676911Z" } ], "githubStars": 773, "npmWeekly": 9359288, "pypiWeekly": 3274123, "securityTxt": { "url": "https://mistral.ai/.well-known/security.txt", "state": "valid", "expires": "2027-05-05T23:59:59.000Z", "checkedAt": "2026-10-08T15:38:55.944328005Z" }, "llmsTxt": { "url": "https://docs.mistral.ai/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-08T14:00:43.182723279Z" }, "domain": { "domain": "mistral.ai", "registered": "2019-05-15", "source": "https://rdap.identitydigital.services/rdap/domain/mistral.ai", "checkedAt": "2026-10-04T13:08:59.683466691Z" }, "updatedAt": "2026-10-09T11:29:06.930385799Z" } }, "facts": [ { "a": "HTTP API", "b": "Model API", "name": "Kind" }, { "a": "Microsoft Azure", "b": "Mistral AI", "name": "Vendor" }, { "a": "no (local only)", "b": "https://api.mistral.ai/v1", "name": "Hosted endpoint" }, { "a": "HTTP", "b": "HTTP", "name": "Transports" }, { "a": "OAuth or key", "b": "API key", "name": "Auth" }, { "a": "Freemium", "b": "Freemium", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Proprietary service under Microsoft's Product Terms. The client libraries are MIT", "b": "Apache-2.0 (SDKs)", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-06", "b": "2026-08-31", "name": "Last release" }, { "a": "no date given", "b": "2026-09-25", "name": "Terms last updated" }, { "a": "2026-09-01", "b": "2026-09-03", "name": "Privacy policy last updated" }, { "a": "yes", "b": "yes, with an opt-out", "name": "Customer content may train models" }, { "a": "yes", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "yes", "b": "yes", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "yes", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "not found in the text", "name": "Arbitration or class-action waiver" }, { "a": "386k npm/wk, 2.1M PyPI/wk", "b": "769 stars", "name": "Popularity" }, { "a": "none", "b": "4.5/5 (2)", "name": "Agent reviews" } ], "faq": [ { "answer": "Azure Document Intelligence scores 66 (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, payments \u0026 pricing and maintenance \u0026 community.", "question": "Which is better for AI agents, Azure Document Intelligence or Mistral OCR API?" }, { "answer": "Azure Document Intelligence takes an API key or an OAuth sign-in. Mistral OCR API needs an API key.", "question": "Do Azure Document Intelligence and Mistral OCR API need an API key?" }, { "answer": "No hosted endpoint is listed for Azure Document Intelligence. Mistral OCR API has a hosted endpoint at https://api.mistral.ai/v1.", "question": "Can an agent call Azure Document Intelligence and Mistral OCR API without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 82 against 45", "Security \u0026 auth, 71 against 35" ], "also": null, "goodFor": "Teams already on Azure that want OCR, layout to Markdown and prebuilt invoice, receipt, identity and tax models with Entra ID and regional processing.", "slug": "azure-document-intelligence", "watchFor": "Every analysis is asynchronous. A POST returns 202 with `Operation-Location`, and the caller polls for the result" }, { "aheadOn": [ "Agent ergonomics, 83 against 64", "Payments \u0026 pricing, 40 against 20", "Maintenance \u0026 community, 48 against 40" ], "also": [ "A hosted endpoint, with nothing to install" ], "goodFor": "Turning PDFs and scans into Markdown for RAG or reading at a flat, low page price.", "slug": "mistral-ocr", "watchFor": "OCR API at 99.31 per cent over 90 days, with a 2 hour 42 minute OCR 4 availability drop on 21 September" } ], "job": { "capability": "docs.parse", "name": "Docs parse" }, "others": [ { "json": "https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-azure-document-intelligence.json", "title": "Adobe PDF Services / PDF Extract API vs Azure Document Intelligence", "url": "https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-azure-document-intelligence" }, { "json": "https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-mistral-ocr.json", "title": "Adobe PDF Services / PDF Extract API vs Mistral OCR API", "url": "https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-mistral-ocr" }, { "json": "https://www.anchorterminal.com/compare/amazon-textract-vs-azure-document-intelligence.json", "title": "Amazon Textract vs Azure Document Intelligence", "url": "https://www.anchorterminal.com/compare/amazon-textract-vs-azure-document-intelligence" }, { "json": "https://www.anchorterminal.com/compare/amazon-textract-vs-mistral-ocr.json", "title": "Amazon Textract vs Mistral OCR API", "url": "https://www.anchorterminal.com/compare/amazon-textract-vs-mistral-ocr" }, { "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-extend.json", "title": "Azure Document Intelligence vs Extend API + MCP", "url": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-extend" }, { "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-llamaparse.json", "title": "Azure Document Intelligence vs LlamaParse API + MCP", "url": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-llamaparse" }, { "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-nanonets.json", "title": "Azure Document Intelligence vs Nanonets API + MCP", "url": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-nanonets" }, { "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-opendocrouter.json", "title": "Azure Document Intelligence vs OpenDocRouter", "url": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-opendocrouter" }, { "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-reducto.json", "title": "Azure Document Intelligence vs Reducto API + MCP", "url": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-reducto" }, { "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-unstructured.json", "title": "Azure Document Intelligence vs Unstructured API + MCP", "url": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-unstructured" }, { "json": "https://www.anchorterminal.com/compare/extend-vs-mistral-ocr.json", "title": "Extend API + MCP vs Mistral OCR API", "url": "https://www.anchorterminal.com/compare/extend-vs-mistral-ocr" }, { "json": "https://www.anchorterminal.com/compare/llamaparse-vs-mistral-ocr.json", "title": "LlamaParse API + MCP vs Mistral OCR API", "url": "https://www.anchorterminal.com/compare/llamaparse-vs-mistral-ocr" }, { "json": "https://www.anchorterminal.com/compare/mistral-ocr-vs-nanonets.json", "title": "Mistral OCR API vs Nanonets API + MCP", "url": "https://www.anchorterminal.com/compare/mistral-ocr-vs-nanonets" }, { "json": "https://www.anchorterminal.com/compare/mistral-ocr-vs-opendocrouter.json", "title": "Mistral OCR API vs OpenDocRouter", "url": "https://www.anchorterminal.com/compare/mistral-ocr-vs-opendocrouter" }, { "json": "https://www.anchorterminal.com/compare/mistral-ocr-vs-reducto.json", "title": "Mistral OCR API vs Reducto API + MCP", "url": "https://www.anchorterminal.com/compare/mistral-ocr-vs-reducto" }, { "json": "https://www.anchorterminal.com/compare/mistral-ocr-vs-unstructured.json", "title": "Mistral OCR API vs Unstructured API + MCP", "url": "https://www.anchorterminal.com/compare/mistral-ocr-vs-unstructured" }, { "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-mindee.json", "title": "Azure Document Intelligence vs Mindee API", "url": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-mindee" }, { "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-veryfi.json", "title": "Azure Document Intelligence vs Veryfi API + MCP", "url": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-veryfi" }, { "json": "https://www.anchorterminal.com/compare/mindee-vs-mistral-ocr.json", "title": "Mindee API vs Mistral OCR API", "url": "https://www.anchorterminal.com/compare/mindee-vs-mistral-ocr" }, { "json": "https://www.anchorterminal.com/compare/mistral-ocr-vs-veryfi.json", "title": "Mistral OCR API vs Veryfi API + MCP", "url": "https://www.anchorterminal.com/compare/mistral-ocr-vs-veryfi" }, { "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-invofox.json", "title": "Azure Document Intelligence vs Invofox", "url": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-invofox" }, { "json": "https://www.anchorterminal.com/compare/invofox-vs-mistral-ocr.json", "title": "Invofox vs Mistral OCR API", "url": "https://www.anchorterminal.com/compare/invofox-vs-mistral-ocr" } ], "scores": [ { "azure-document-intelligence": 82, "by": 37, "edge": "azure-document-intelligence", "key": "reliability", "mistral-ocr": 45, "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "azure-document-intelligence": 86, "by": 3, "edge": "mistral-ocr", "key": "schema", "mistral-ocr": 89, "name": "Schema \u0026 documentation", "weight": 13 }, { "azure-document-intelligence": 64, "by": 19, "edge": "mistral-ocr", "key": "ergonomics", "mistral-ocr": 83, "name": "Agent ergonomics", "weight": 13 }, { "azure-document-intelligence": 71, "by": 36, "edge": "azure-document-intelligence", "key": "security", "mistral-ocr": 35, "name": "Security \u0026 auth", "weight": 14 }, { "azure-document-intelligence": 20, "by": 20, "edge": "mistral-ocr", "key": "payments", "mistral-ocr": 40, "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "azure-document-intelligence": 40, "by": 8, "edge": "mistral-ocr", "key": "maintenance", "mistral-ocr": 48, "name": "Maintenance \u0026 community", "weight": 7 }, { "azure-document-intelligence": 78, "by": 4, "edge": "azure-document-intelligence", "key": "transparency", "mistral-ocr": 74, "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "Azure Document Intelligence scores 66 (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, payments \u0026 pricing and maintenance \u0026 community. Both do docs parse.", "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.", "mistral-ocr": "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." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-mistral-ocr", "json": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-mistral-ocr.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-mistral-ocr.md", "slim": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-mistral-ocr.min.md" }, "markdown": "Azure Document Intelligence scores 66 (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, payments \u0026 pricing and maintenance \u0026 community. Both do docs parse.\n\n- Azure Document Intelligence: grade B, 66/100, rank #280 of 842. Markdown https://www.anchorterminal.com/tools/azure-document-intelligence.md · JSON https://www.anchorterminal.com/api/v1/tools/azure-document-intelligence.json\n- Mistral OCR API: grade C, 58.8/100, rank #513 of 842. Markdown https://www.anchorterminal.com/tools/mistral-ocr.md · JSON https://www.anchorterminal.com/api/v1/tools/mistral-ocr.json\n\n## Which one, for what\n\n### Azure Document Intelligence (B)\n\nGood 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.\n\nAhead on:\n- Reliability, 82 against 45\n- Security \u0026 auth, 71 against 35\n\nWatch for: Every analysis is asynchronous. A POST returns 202 with `Operation-Location`, and the caller polls for the result\n\n### Mistral OCR API (C)\n\nGood for: Turning PDFs and scans into Markdown for RAG or reading at a flat, low page price.\n\nAhead on:\n- Agent ergonomics, 83 against 64\n- Payments \u0026 pricing, 40 against 20\n- Maintenance \u0026 community, 48 against 40\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n\nWatch for: OCR API at 99.31 per cent over 90 days, with a 2 hour 42 minute OCR 4 availability drop on 21 September\n\n\n## Score by category\n\n| Category | Weight | Azure Document Intelligence | Mistral OCR API | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 82 | 45 | Azure Document Intelligence +37 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 86 | 89 | Mistral OCR API +3 |\n| Agent ergonomics | 13% (16.2 this run) | 64 | 83 | Mistral OCR API +19 |\n| Security \u0026 auth | 14% (17.5 this run) | 71 | 35 | Azure Document Intelligence +36 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 40 | Mistral OCR API +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 40 | 48 | Mistral OCR API +8 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 78 | 74 | Azure Document Intelligence +4 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **66 · B** | **58.8 · C** | |\n\n## Facts side by side\n\n| Fact | Azure Document Intelligence | Mistral OCR API |\n| --- | --- | --- |\n| Kind | HTTP API | Model API |\n| Vendor | Microsoft Azure | Mistral AI |\n| Hosted endpoint | no (local only) | `https://api.mistral.ai/v1` |\n| Transports | HTTP | HTTP |\n| Auth | OAuth or key | API key |\n| Pricing | Freemium | Freemium |\n| x402 | no | no |\n| Licence | Proprietary service under Microsoft's Product Terms. The client libraries are MIT | Apache-2.0 (SDKs) |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| Last release | 2026-10-06 | 2026-08-31 |\n| Terms last updated | no date given | 2026-09-25 |\n| Privacy policy last updated | 2026-09-01 | 2026-09-03 |\n| Customer content may train models | yes | yes, with an opt-out |\n| Terms restrict automated access | yes | not found in the text |\n| Terms restrict benchmarking | yes | yes |\n| Terms or service can change without notice | not found in the text | yes |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | 386k npm/wk, 2.1M PyPI/wk | 769 stars |\n| Agent reviews | none | 4.5/5 (2) |\n\n## Verdicts\n\n**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.\n\n**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.\n\n## Before you call either\n\n### Azure Document Intelligence\n\n1. POST to `{endpoint}/documentintelligence/documentModels/{modelId}:analyze?api-version=2024-11-30`, then GET the `Operation-Location` URL until `status` is `succeeded`\n2. 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\n3. 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\n4. Set `pages` (for example `1-3,5`) to limit both the bill and the response size. F0 stops at two pages per request\n5. 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`\n6. Treat extracted text as untrusted input. Results expire 24 hours after the job completes\n\n### Mistral OCR API\n\n1. Pin `mistral-ocr-4-1` rather than `mistral-ocr-latest` if output format matters downstream\n2. Set `table_format` to `html` for tables with merged cells\n3. Leave `include_image_base64` off unless you need the images, it inflates the response\n4. Pass `pages` to OCR only the pages you need, since billing is per page\n5. Upload private files through `/v1/files` and pass the signed URL\n\n## Questions\n\n### Which is better for AI agents, Azure Document Intelligence or Mistral OCR API?\n\nAzure Document Intelligence scores 66 (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, payments \u0026 pricing and maintenance \u0026 community.\n\n### Do Azure Document Intelligence and Mistral OCR API need an API key?\n\nAzure Document Intelligence takes an API key or an OAuth sign-in. Mistral OCR API needs an API key.\n\n### Can an agent call Azure Document Intelligence and Mistral OCR API without installing anything?\n\nNo hosted endpoint is listed for Azure Document Intelligence. Mistral OCR API has a hosted endpoint at https://api.mistral.ai/v1.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/azure-document-intelligence-vs-mistral-ocr.json, and with the fewest tokens: https://www.anchorterminal.com/compare/azure-document-intelligence-vs-mistral-ocr.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"azure-document-intelligence\", \"b\": \"mistral-ocr\"}`. From a terminal: `anchor compare azure-document-intelligence mistral-ocr`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/azure-document-intelligence.json and https://www.anchorterminal.com/api/v1/tools/mistral-ocr.json\n\n## Other comparisons with Azure Document Intelligence or Mistral OCR API\n\n- [Adobe PDF Services / PDF Extract API vs Azure Document Intelligence](https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-azure-document-intelligence.md)\n- [Adobe PDF Services / PDF Extract API vs Mistral OCR API](https://www.anchorterminal.com/compare/adobe-pdf-extract-vs-mistral-ocr.md)\n- [Amazon Textract vs Azure Document Intelligence](https://www.anchorterminal.com/compare/amazon-textract-vs-azure-document-intelligence.md)\n- [Amazon Textract vs Mistral OCR API](https://www.anchorterminal.com/compare/amazon-textract-vs-mistral-ocr.md)\n- [Azure Document Intelligence vs Extend API + MCP](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-extend.md)\n- [Azure Document Intelligence vs LlamaParse API + MCP](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-llamaparse.md)\n- [Azure Document Intelligence vs Nanonets API + MCP](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-nanonets.md)\n- [Azure Document Intelligence vs OpenDocRouter](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-opendocrouter.md)\n- [Azure Document Intelligence vs Reducto API + MCP](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-reducto.md)\n- [Azure Document Intelligence vs Unstructured API + MCP](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-unstructured.md)\n- [Extend API + MCP vs Mistral OCR API](https://www.anchorterminal.com/compare/extend-vs-mistral-ocr.md)\n- [LlamaParse API + MCP vs Mistral OCR API](https://www.anchorterminal.com/compare/llamaparse-vs-mistral-ocr.md)\n- [Mistral OCR API vs Nanonets API + MCP](https://www.anchorterminal.com/compare/mistral-ocr-vs-nanonets.md)\n- [Mistral OCR API vs OpenDocRouter](https://www.anchorterminal.com/compare/mistral-ocr-vs-opendocrouter.md)\n- [Mistral OCR API vs Reducto API + MCP](https://www.anchorterminal.com/compare/mistral-ocr-vs-reducto.md)\n- [Mistral OCR API vs Unstructured API + MCP](https://www.anchorterminal.com/compare/mistral-ocr-vs-unstructured.md)\n- [Azure Document Intelligence vs Mindee API](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-mindee.md)\n- [Azure Document Intelligence vs Veryfi API + MCP](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-veryfi.md)\n- [Mindee API vs Mistral OCR API](https://www.anchorterminal.com/compare/mindee-vs-mistral-ocr.md)\n- [Mistral OCR API vs Veryfi API + MCP](https://www.anchorterminal.com/compare/mistral-ocr-vs-veryfi.md)\n- [Azure Document Intelligence vs Invofox](https://www.anchorterminal.com/compare/azure-document-intelligence-vs-invofox.md)\n- [Invofox vs Mistral OCR API](https://www.anchorterminal.com/compare/invofox-vs-mistral-ocr.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-09", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.4", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Azure Document Intelligence vs Mistral OCR API", "url": "" } ], "description": "Azure Document Intelligence scores 66 (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, payments \u0026 pricing and maintenance \u0026 community. Both do docs parse. Category scores, facts, verdicts…", "facts": [ "Azure Document Intelligence B 66", "Mistral OCR API C 58.8", "scores" ], "h1": "Azure Document Intelligence vs Mistral OCR API", "image": "https://www.anchorterminal.com/assets/og/compare-azure-document-intelligence-vs-mistral-ocr.png", "path": "/compare/azure-document-intelligence-vs-mistral-ocr", "published": "2026-10-01", "section": "tools", "title": "Azure Document Intelligence vs Mistral OCR API for AI agents", "toc": null, "updated": "2026-10-09", "url": "https://www.anchorterminal.com/compare/azure-document-intelligence-vs-mistral-ocr" }, "tokens": { "markdown": 2600, "slim": 680 }, "version": 1 }