AWS Textract vs Mindee
Comprehensive 2026 technical breakdown comparing pricing per 1,000 pages, benchmark accuracy on printed text and tables, single-page latency, and developer ergonomics.
The Verdict: Mindee
In this head-to-head evaluation, Mindee emerges as the stronger option with an overall rating of 9.4/10 versus AWS Textract's 8.9/10. If your top priority is deeply embedded in the aws ecosystem (native s3, sns, sqs, and lambda event triggers), go with AWS Textract. If you value sensational developer experience with typed sdks in python/node and sub-400ms p50 latency, Mindee is the superior choice.
Feature & Benchmark Comparison Matrix
Scroll horizontally on mobile →| Feature & Metric | AWS Textract Best for AWS Ecosystem & Tax Forms Amazon Web Services | Mindee Best for Accounts Payable & Sub-400ms Latency Mindee Inc. |
|---|---|---|
| 💰 Pricing & Licensing | ||
| Base OCR (per 1,000 pages) | $1.50 | $3.00 |
| Table Extraction (per 1k pages) | $15.00 | $10.00 |
| Forms & Key-Values (per 1k) | $50.00 | $15.00 |
| Recurring Free Tier | 1,000 pages raw text OCR; 100 pages Forms/Tables/Queries per month | 250 free pages per month recurring forever |
| Min Monthly Commitment | $0 / Pay-as-you-go | $44/mo |
| 🎯 OlmOCR-Bench & Accuracy Standards | ||
| OlmOCR-Bench Score (Unit Tests) | 76.5 /100 | 78.5 /100 |
| Table Structure (TEDS Score) | 93.8% | 92% |
| Handwriting Recognition | 88.4% (Good) | 86.5% (Good) |
| Single-Page Latency (p50) | 850 ms p95: 2100ms | 350 ms p95: 750ms |
| ⚙️ Features & Document AI | ||
| Supported Languages | 6+ English, Spanish, German, Italian... | 45+ English, French, Spanish, German... |
| Deployment Modes | Cloud API (Synchronous & Asynchronous S3 Batch) | Cloud API, Docker Edge Container |
| Bounding Polygon Precision | Word-level | Word-level |
| Searchable PDF / Markdown | ✅ Searchable PDF | ❌ JSON/Markdown |
| Compliance | SOC2 • HIPAA • GDPR | SOC2 • HIPAA • GDPR |
| 💻 Developer Ergonomics | ||
| Official SDKs | Python (Boto3), Node.js (AWS SDK), Go, Java, C#, REST API | Python, Node.js (TypeScript), Ruby, PHP, Go, Java, .NET, REST API |
| Setup Time | ~15 mins | ~5 mins |
| Max Payload / Pages | 10MB / 3000 pages | 25MB / 100 pages |
| Direct Links | ||
💰 Pricing & Monthly Cost Scenarios
For standard document OCR, AWS Textract is more affordable at $1.50 per 1,000 pages compared to Mindee's $3.00 per 1,000 pages. When extracting structured tables and forms, AWS Textract charges $15.00/1k vs Mindee's $10.00/1k.
| Volume Tier | AWS Textract | Mindee | Cheaper Option |
|---|---|---|---|
| 10,000 pages/mo (Starter) | $135 | $97.5 | Mindee (Save $37.5) |
| 50,000 pages/mo (Growth) | $735 | $497.5 | Mindee (Save $237.5) |
| 250,000 pages/mo (Enterprise) | $3,735 | $2,497.5 | Mindee (Save $1,237.5) |
| 1,000,000 pages/mo (Scale) | $14,985 | $9,997.5 | Mindee (Save $4,987.5) |
🎯 Accuracy & Latency Breakdown
On the OlmOCR-Bench deterministic benchmark, Mindee outperforms AWS Textract (78.5 vs 76.5), exhibiting fewer hallucinations on multi-column reading order and mathematical typography. Both solutions offer comparable table parsing quality (93.8% vs 92% TEDS score).
Speed & Latency Profile
Mindee is the faster engine with an average single-page response time of 350ms (vs AWS Textract's 850ms). This makes Mindee particularly advantageous for user-facing applications requiring instantaneous feedback.
Table & Structure Recognition
AWS Textract (93.8% TEDS) vs Mindee (92% TEDS). AWS Textract provides native table bounding boxes and structural HTML/Markdown mappings. Mindee includes dedicated table parsing capabilities.
Composite Performance Breakdown
AWS Textract Score Breakdown
Standardized 1-10 benchmark scaleMindee Score Breakdown
Standardized 1-10 benchmark scaleWhen to Choose AWS Textract
Best suited for developers and companies that prioritize:
- ✓ Enterprises deeply entrenched in AWS infrastructure
- ✓ Mortgage and loan origination document parsing
- ✓ US tax form (W-2, 1099, 1040) processing
- ✓ Automated S3 document ingestion pipelines
- ✓ You want lower base OCR pricing ($1.5/1k vs $3/1k)
When to Choose Mindee
Best suited for developers and companies that prioritize:
- ✓ Fintech apps requiring real-time expense and receipt scanning (<400ms response)
- ✓ Automated Accounts Payable invoice line-item extraction and ERP sync
- ✓ KYC identity document verification
- ✓ You need faster response times (~350ms vs ~350ms)
💻 Quickstart Code Snippets
See how each library processes a document in Python:
import boto3
textract = boto3.client('textract', region_name='us-east-1')
with open('invoice.pdf', 'rb') as doc:
response = textract.analyze_expense(
Document={'Bytes': doc.read()}
)
for doc in response['ExpenseDocuments']:
for field in doc['SummaryFields']:
print(f"{field['Type']['Text']}: {field['ValueDetection']['Text']}")from mindee import Client, documents
mindee_client = Client(api_key="your_api_key")
input_doc = mindee_client.source_from_path("invoice.pdf")
result = mindee_client.parse(documents.TypeInvoiceV4, input_doc)
print(f"Total: {result.document.inference.prediction.total_amount.value}")
print(f"Supplier: {result.document.inference.prediction.supplier_name.value}")❓ AWS Textract vs Mindee FAQs
Which is cheaper: AWS Textract or Mindee? ▼
AWS Textract costs $1.50 per 1,000 base pages vs Mindee at $3.00 per 1,000 base pages. For table parsing, AWS Textract is $15.00/1k vs Mindee at $10.00/1k.
Which OCR API has higher accuracy: AWS Textract or Mindee? ▼
In standardized benchmark testing on clean printed text, AWS Textract achieved 98.1% accuracy compared to Mindee's 98.2%. On complex table structure extraction, AWS Textract recorded a 93.8% TEDS score vs Mindee's 92% TEDS score.
Which API is faster: AWS Textract or Mindee? ▼
AWS Textract has an average single-page response time of 850ms (p50 latency) vs Mindee's 350ms. Under high concurrency, AWS Textract reaches 2100ms p95 latency vs Mindee's 750ms.
When should I choose AWS Textract over Mindee? ▼
Choose AWS Textract if you prioritize: Enterprises deeply entrenched in AWS infrastructure, Mortgage and loan origination document parsing, US tax form (W-2, 1099, 1040) processing. Choose Mindee if you prioritize: Fintech apps requiring real-time expense and receipt scanning (<400ms response), Automated Accounts Payable invoice line-item extraction and ERP sync, KYC identity document verification.