OCR API Guide 2026 BENCHMARKS
📚 Comprehensive Comparison Directory

Compare All 13 OCR APIs & VLMs Head-to-Head

Select any pair below to inspect side-by-side OlmOCR-Bench scores, 4-tier monthly cost projections (10k, 50k, 250k, 1M pages), table TEDS accuracy, and developer pros/cons across 78 unique pairings.

Filter Comparisons by Model & Provider

AWS Textract Azure AI Document Intelligence Google Cloud Document AI Mistral OCR 4 LlamaParse Reducto DeepSeek-OCR PaddleOCR-VL (0.9B) olmOCR-2 Nanonets OCR 2 (3B) ABBYY FineReader Engine Mindee Tesseract OCR
🏆

Top 18 Decisive Industry Showdowns

The most widely evaluated enterprise document processing head-to-head decisions.

AWS Textract vs Azure AI Document Intelligence $1.5/1k vs $1.5/1k • Accuracy & Traps
→
AWS Textract vs Google Cloud Document AI $1.5/1k vs $6/1k • Accuracy & Traps
→
AWS Textract vs Mistral OCR 4 $1.5/1k vs $4/1k • Accuracy & Traps
→
AWS Textract vs DeepSeek-OCR $1.5/1k vs $0/1k • Accuracy & Traps
→
ABBYY FineReader Engine vs AWS Textract $6/1k vs $1.5/1k • Accuracy & Traps
→
AWS Textract vs Mindee $1.5/1k vs $3/1k • Accuracy & Traps
→
Azure AI Document Intelligence vs Google Cloud Document AI $1.5/1k vs $6/1k • Accuracy & Traps
→
Azure AI Document Intelligence vs Mindee $1.5/1k vs $3/1k • Accuracy & Traps
→
LlamaParse vs Mistral OCR 4 $1.25/1k vs $4/1k • Accuracy & Traps
→
Mistral OCR 4 vs Reducto $4/1k vs $15/1k • Accuracy & Traps
→
Mistral OCR 4 vs olmOCR-2 $4/1k vs $0/1k • Accuracy & Traps
→
LlamaParse vs Reducto $1.25/1k vs $15/1k • Accuracy & Traps
→
LlamaParse vs olmOCR-2 $1.25/1k vs $0/1k • Accuracy & Traps
→
DeepSeek-OCR vs PaddleOCR-VL (0.9B) $0/1k vs $0/1k • Accuracy & Traps
→
DeepSeek-OCR vs olmOCR-2 $0/1k vs $0/1k • Accuracy & Traps
→
olmOCR-2 vs PaddleOCR-VL (0.9B) $0/1k vs $0/1k • Accuracy & Traps
→
PaddleOCR-VL (0.9B) vs Tesseract OCR $0/1k vs $0/1k • Accuracy & Traps
→
Nanonets OCR 2 (3B) vs olmOCR-2 $0/1k vs $0/1k • Accuracy & Traps
→
🧠

Vision-Language Model (VLM) & AI-Native Matchups

AWS Textract vs Mistral OCR 4 $1.5/1k vs $4/1k
→
AWS Textract vs LlamaParse $1.5/1k vs $1.25/1k
→
AWS Textract vs Reducto $1.5/1k vs $15/1k
→
AWS Textract vs DeepSeek-OCR $1.5/1k vs Free Open Weights
→
AWS Textract vs PaddleOCR-VL (0.9B) $1.5/1k vs Free Open Weights
→
AWS Textract vs olmOCR-2 $1.5/1k vs Free Open Weights
→
AWS Textract vs Nanonets OCR 2 (3B) $1.5/1k vs Free Open Weights
→
Azure AI Document Intelligence vs Mistral OCR 4 $1.5/1k vs $4/1k
→
Azure AI Document Intelligence vs LlamaParse $1.5/1k vs $1.25/1k
→
Azure AI Document Intelligence vs Reducto $1.5/1k vs $15/1k
→
Azure AI Document Intelligence vs DeepSeek-OCR $1.5/1k vs Free Open Weights
→
Azure AI Document Intelligence vs PaddleOCR-VL (0.9B) $1.5/1k vs Free Open Weights
→
Azure AI Document Intelligence vs olmOCR-2 $1.5/1k vs Free Open Weights
→
Azure AI Document Intelligence vs Nanonets OCR 2 (3B) $1.5/1k vs Free Open Weights
→
Google Cloud Document AI vs Mistral OCR 4 $6/1k vs $4/1k
→
Google Cloud Document AI vs LlamaParse $6/1k vs $1.25/1k
→
Google Cloud Document AI vs Reducto $6/1k vs $15/1k
→
DeepSeek-OCR vs Google Cloud Document AI Free Open Weights vs $6/1k
→
Google Cloud Document AI vs PaddleOCR-VL (0.9B) $6/1k vs Free Open Weights
→
Google Cloud Document AI vs olmOCR-2 $6/1k vs Free Open Weights
→
Google Cloud Document AI vs Nanonets OCR 2 (3B) $6/1k vs Free Open Weights
→
LlamaParse vs Mistral OCR 4 $1.25/1k vs $4/1k
→
Mistral OCR 4 vs Reducto $4/1k vs $15/1k
→
DeepSeek-OCR vs Mistral OCR 4 Free Open Weights vs $4/1k
→
Mistral OCR 4 vs PaddleOCR-VL (0.9B) $4/1k vs Free Open Weights
→
Mistral OCR 4 vs olmOCR-2 $4/1k vs Free Open Weights
→
Mistral OCR 4 vs Nanonets OCR 2 (3B) $4/1k vs Free Open Weights
→
ABBYY FineReader Engine vs Mistral OCR 4 $6/1k vs $4/1k
→
Mindee vs Mistral OCR 4 $3/1k vs $4/1k
→
Mistral OCR 4 vs Tesseract OCR $4/1k vs Free Open Weights
→
LlamaParse vs Reducto $1.25/1k vs $15/1k
→
DeepSeek-OCR vs LlamaParse Free Open Weights vs $1.25/1k
→
LlamaParse vs PaddleOCR-VL (0.9B) $1.25/1k vs Free Open Weights
→
LlamaParse vs olmOCR-2 $1.25/1k vs Free Open Weights
→
LlamaParse vs Nanonets OCR 2 (3B) $1.25/1k vs Free Open Weights
→
ABBYY FineReader Engine vs LlamaParse $6/1k vs $1.25/1k
→
LlamaParse vs Mindee $1.25/1k vs $3/1k
→
LlamaParse vs Tesseract OCR $1.25/1k vs Free Open Weights
→
DeepSeek-OCR vs Reducto Free Open Weights vs $15/1k
→
PaddleOCR-VL (0.9B) vs Reducto Free Open Weights vs $15/1k
→
olmOCR-2 vs Reducto Free Open Weights vs $15/1k
→
Nanonets OCR 2 (3B) vs Reducto Free Open Weights vs $15/1k
→
ABBYY FineReader Engine vs Reducto $6/1k vs $15/1k
→
Mindee vs Reducto $3/1k vs $15/1k
→
Reducto vs Tesseract OCR $15/1k vs Free Open Weights
→
DeepSeek-OCR vs PaddleOCR-VL (0.9B) Free Open Weights vs Free Open Weights
→
DeepSeek-OCR vs olmOCR-2 Free Open Weights vs Free Open Weights
→
DeepSeek-OCR vs Nanonets OCR 2 (3B) Free Open Weights vs Free Open Weights
→
ABBYY FineReader Engine vs DeepSeek-OCR $6/1k vs Free Open Weights
→
DeepSeek-OCR vs Mindee Free Open Weights vs $3/1k
→
DeepSeek-OCR vs Tesseract OCR Free Open Weights vs Free Open Weights
→
olmOCR-2 vs PaddleOCR-VL (0.9B) Free Open Weights vs Free Open Weights
→
Nanonets OCR 2 (3B) vs PaddleOCR-VL (0.9B) Free Open Weights vs Free Open Weights
→
ABBYY FineReader Engine vs PaddleOCR-VL (0.9B) $6/1k vs Free Open Weights
→
Mindee vs PaddleOCR-VL (0.9B) $3/1k vs Free Open Weights
→
PaddleOCR-VL (0.9B) vs Tesseract OCR Free Open Weights vs Free Open Weights
→
Nanonets OCR 2 (3B) vs olmOCR-2 Free Open Weights vs Free Open Weights
→
ABBYY FineReader Engine vs olmOCR-2 $6/1k vs Free Open Weights
→
Mindee vs olmOCR-2 $3/1k vs Free Open Weights
→
olmOCR-2 vs Tesseract OCR Free Open Weights vs Free Open Weights
→
ABBYY FineReader Engine vs Nanonets OCR 2 (3B) $6/1k vs Free Open Weights
→
Mindee vs Nanonets OCR 2 (3B) $3/1k vs Free Open Weights
→
Nanonets OCR 2 (3B) vs Tesseract OCR Free Open Weights vs Free Open Weights
→
☁️

Cloud Hyperscaler Comparisons (AWS vs Azure vs Google Cloud)

AWS Textract vs Azure AI Document Intelligence $1.5/1k vs $1.5/1k
→
AWS Textract vs Google Cloud Document AI $1.5/1k vs $6/1k
→
AWS Textract vs Mistral OCR 4 $1.5/1k vs $4/1k
→
AWS Textract vs LlamaParse $1.5/1k vs $1.25/1k
→
AWS Textract vs Reducto $1.5/1k vs $15/1k
→
AWS Textract vs DeepSeek-OCR $1.5/1k vs $0/1k
→
AWS Textract vs PaddleOCR-VL (0.9B) $1.5/1k vs $0/1k
→
AWS Textract vs olmOCR-2 $1.5/1k vs $0/1k
→
AWS Textract vs Nanonets OCR 2 (3B) $1.5/1k vs $0/1k
→
ABBYY FineReader Engine vs AWS Textract $6/1k vs $1.5/1k
→
AWS Textract vs Mindee $1.5/1k vs $3/1k
→
AWS Textract vs Tesseract OCR $1.5/1k vs $0/1k
→
Azure AI Document Intelligence vs Google Cloud Document AI $1.5/1k vs $6/1k
→
Azure AI Document Intelligence vs Mistral OCR 4 $1.5/1k vs $4/1k
→
Azure AI Document Intelligence vs LlamaParse $1.5/1k vs $1.25/1k
→
Azure AI Document Intelligence vs Reducto $1.5/1k vs $15/1k
→
Azure AI Document Intelligence vs DeepSeek-OCR $1.5/1k vs $0/1k
→
Azure AI Document Intelligence vs PaddleOCR-VL (0.9B) $1.5/1k vs $0/1k
→
Azure AI Document Intelligence vs olmOCR-2 $1.5/1k vs $0/1k
→
Azure AI Document Intelligence vs Nanonets OCR 2 (3B) $1.5/1k vs $0/1k
→
ABBYY FineReader Engine vs Azure AI Document Intelligence $6/1k vs $1.5/1k
→
Azure AI Document Intelligence vs Mindee $1.5/1k vs $3/1k
→
Azure AI Document Intelligence vs Tesseract OCR $1.5/1k vs $0/1k
→
Google Cloud Document AI vs Mistral OCR 4 $6/1k vs $4/1k
→
Google Cloud Document AI vs LlamaParse $6/1k vs $1.25/1k
→
Google Cloud Document AI vs Reducto $6/1k vs $15/1k
→
DeepSeek-OCR vs Google Cloud Document AI $0/1k vs $6/1k
→
Google Cloud Document AI vs PaddleOCR-VL (0.9B) $6/1k vs $0/1k
→
Google Cloud Document AI vs olmOCR-2 $6/1k vs $0/1k
→
Google Cloud Document AI vs Nanonets OCR 2 (3B) $6/1k vs $0/1k
→
ABBYY FineReader Engine vs Google Cloud Document AI $6/1k vs $6/1k
→
Google Cloud Document AI vs Mindee $6/1k vs $3/1k
→
Google Cloud Document AI vs Tesseract OCR $6/1k vs $0/1k
→
🔓

Sovereign & Air-Gapped Open-Source Engines

AWS Textract vs DeepSeek-OCR Self-Hosted Compute vs Managed Cloud
→
AWS Textract vs PaddleOCR-VL (0.9B) Self-Hosted Compute vs Managed Cloud
→
AWS Textract vs olmOCR-2 Self-Hosted Compute vs Managed Cloud
→
AWS Textract vs Nanonets OCR 2 (3B) Self-Hosted Compute vs Managed Cloud
→
AWS Textract vs Tesseract OCR Self-Hosted Compute vs Managed Cloud
→
Azure AI Document Intelligence vs DeepSeek-OCR Self-Hosted Compute vs Managed Cloud
→
Azure AI Document Intelligence vs PaddleOCR-VL (0.9B) Self-Hosted Compute vs Managed Cloud
→
Azure AI Document Intelligence vs olmOCR-2 Self-Hosted Compute vs Managed Cloud
→
Azure AI Document Intelligence vs Nanonets OCR 2 (3B) Self-Hosted Compute vs Managed Cloud
→
Azure AI Document Intelligence vs Tesseract OCR Self-Hosted Compute vs Managed Cloud
→
DeepSeek-OCR vs Google Cloud Document AI Self-Hosted Compute vs Managed Cloud
→
Google Cloud Document AI vs PaddleOCR-VL (0.9B) Self-Hosted Compute vs Managed Cloud
→
Google Cloud Document AI vs olmOCR-2 Self-Hosted Compute vs Managed Cloud
→
Google Cloud Document AI vs Nanonets OCR 2 (3B) Self-Hosted Compute vs Managed Cloud
→
Google Cloud Document AI vs Tesseract OCR Self-Hosted Compute vs Managed Cloud
→
DeepSeek-OCR vs Mistral OCR 4 Self-Hosted Compute vs Managed Cloud
→
Mistral OCR 4 vs PaddleOCR-VL (0.9B) Self-Hosted Compute vs Managed Cloud
→
Mistral OCR 4 vs olmOCR-2 Self-Hosted Compute vs Managed Cloud
→
Mistral OCR 4 vs Nanonets OCR 2 (3B) Self-Hosted Compute vs Managed Cloud
→
Mistral OCR 4 vs Tesseract OCR Self-Hosted Compute vs Managed Cloud
→
DeepSeek-OCR vs LlamaParse Self-Hosted Compute vs Managed Cloud
→
LlamaParse vs PaddleOCR-VL (0.9B) Self-Hosted Compute vs Managed Cloud
→
LlamaParse vs olmOCR-2 Self-Hosted Compute vs Managed Cloud
→
LlamaParse vs Nanonets OCR 2 (3B) Self-Hosted Compute vs Managed Cloud
→
LlamaParse vs Tesseract OCR Self-Hosted Compute vs Managed Cloud
→
DeepSeek-OCR vs Reducto Self-Hosted Compute vs Managed Cloud
→
PaddleOCR-VL (0.9B) vs Reducto Self-Hosted Compute vs Managed Cloud
→
olmOCR-2 vs Reducto Self-Hosted Compute vs Managed Cloud
→
Nanonets OCR 2 (3B) vs Reducto Self-Hosted Compute vs Managed Cloud
→
Reducto vs Tesseract OCR Self-Hosted Compute vs Managed Cloud
→
DeepSeek-OCR vs PaddleOCR-VL (0.9B) Self-Hosted Compute vs Managed Cloud
→
DeepSeek-OCR vs olmOCR-2 Self-Hosted Compute vs Managed Cloud
→
DeepSeek-OCR vs Nanonets OCR 2 (3B) Self-Hosted Compute vs Managed Cloud
→
ABBYY FineReader Engine vs DeepSeek-OCR Self-Hosted Compute vs Managed Cloud
→
DeepSeek-OCR vs Mindee Self-Hosted Compute vs Managed Cloud
→
DeepSeek-OCR vs Tesseract OCR Self-Hosted Compute vs Managed Cloud
→
olmOCR-2 vs PaddleOCR-VL (0.9B) Self-Hosted Compute vs Managed Cloud
→
Nanonets OCR 2 (3B) vs PaddleOCR-VL (0.9B) Self-Hosted Compute vs Managed Cloud
→
ABBYY FineReader Engine vs PaddleOCR-VL (0.9B) Self-Hosted Compute vs Managed Cloud
→
Mindee vs PaddleOCR-VL (0.9B) Self-Hosted Compute vs Managed Cloud
→
PaddleOCR-VL (0.9B) vs Tesseract OCR Self-Hosted Compute vs Managed Cloud
→
Nanonets OCR 2 (3B) vs olmOCR-2 Self-Hosted Compute vs Managed Cloud
→
ABBYY FineReader Engine vs olmOCR-2 Self-Hosted Compute vs Managed Cloud
→
Mindee vs olmOCR-2 Self-Hosted Compute vs Managed Cloud
→
olmOCR-2 vs Tesseract OCR Self-Hosted Compute vs Managed Cloud
→
ABBYY FineReader Engine vs Nanonets OCR 2 (3B) Self-Hosted Compute vs Managed Cloud
→
Mindee vs Nanonets OCR 2 (3B) Self-Hosted Compute vs Managed Cloud
→
Nanonets OCR 2 (3B) vs Tesseract OCR Self-Hosted Compute vs Managed Cloud
→
ABBYY FineReader Engine vs Tesseract OCR Self-Hosted Compute vs Managed Cloud
→
Mindee vs Tesseract OCR Self-Hosted Compute vs Managed Cloud
→

Complete Comparison Matrix (All 78 Pairs)

Exhaustive pairwise index with complete crawl equity.

78 Total Combinations
AWS Textract vs Azure AI Document Intelligence → AWS Textract vs Google Cloud Document AI → AWS Textract vs Mistral OCR 4 → AWS Textract vs LlamaParse → AWS Textract vs Reducto → AWS Textract vs DeepSeek-OCR → AWS Textract vs PaddleOCR-VL (0.9B) → AWS Textract vs olmOCR-2 → AWS Textract vs Nanonets OCR 2 (3B) → ABBYY FineReader Engine vs AWS Textract → AWS Textract vs Mindee → AWS Textract vs Tesseract OCR → Azure AI Document Intelligence vs Google Cloud Document AI → Azure AI Document Intelligence vs Mistral OCR 4 → Azure AI Document Intelligence vs LlamaParse → Azure AI Document Intelligence vs Reducto → Azure AI Document Intelligence vs DeepSeek-OCR → Azure AI Document Intelligence vs PaddleOCR-VL (0.9B) → Azure AI Document Intelligence vs olmOCR-2 → Azure AI Document Intelligence vs Nanonets OCR 2 (3B) → ABBYY FineReader Engine vs Azure AI Document Intelligence → Azure AI Document Intelligence vs Mindee → Azure AI Document Intelligence vs Tesseract OCR → Google Cloud Document AI vs Mistral OCR 4 → Google Cloud Document AI vs LlamaParse → Google Cloud Document AI vs Reducto → DeepSeek-OCR vs Google Cloud Document AI → Google Cloud Document AI vs PaddleOCR-VL (0.9B) → Google Cloud Document AI vs olmOCR-2 → Google Cloud Document AI vs Nanonets OCR 2 (3B) → ABBYY FineReader Engine vs Google Cloud Document AI → Google Cloud Document AI vs Mindee → Google Cloud Document AI vs Tesseract OCR → LlamaParse vs Mistral OCR 4 → Mistral OCR 4 vs Reducto → DeepSeek-OCR vs Mistral OCR 4 → Mistral OCR 4 vs PaddleOCR-VL (0.9B) → Mistral OCR 4 vs olmOCR-2 → Mistral OCR 4 vs Nanonets OCR 2 (3B) → ABBYY FineReader Engine vs Mistral OCR 4 → Mindee vs Mistral OCR 4 → Mistral OCR 4 vs Tesseract OCR → LlamaParse vs Reducto → DeepSeek-OCR vs LlamaParse → LlamaParse vs PaddleOCR-VL (0.9B) → LlamaParse vs olmOCR-2 → LlamaParse vs Nanonets OCR 2 (3B) → ABBYY FineReader Engine vs LlamaParse → LlamaParse vs Mindee → LlamaParse vs Tesseract OCR → DeepSeek-OCR vs Reducto → PaddleOCR-VL (0.9B) vs Reducto → olmOCR-2 vs Reducto → Nanonets OCR 2 (3B) vs Reducto → ABBYY FineReader Engine vs Reducto → Mindee vs Reducto → Reducto vs Tesseract OCR → DeepSeek-OCR vs PaddleOCR-VL (0.9B) → DeepSeek-OCR vs olmOCR-2 → DeepSeek-OCR vs Nanonets OCR 2 (3B) → ABBYY FineReader Engine vs DeepSeek-OCR → DeepSeek-OCR vs Mindee → DeepSeek-OCR vs Tesseract OCR → olmOCR-2 vs PaddleOCR-VL (0.9B) → Nanonets OCR 2 (3B) vs PaddleOCR-VL (0.9B) → ABBYY FineReader Engine vs PaddleOCR-VL (0.9B) → Mindee vs PaddleOCR-VL (0.9B) → PaddleOCR-VL (0.9B) vs Tesseract OCR → Nanonets OCR 2 (3B) vs olmOCR-2 → ABBYY FineReader Engine vs olmOCR-2 → Mindee vs olmOCR-2 → olmOCR-2 vs Tesseract OCR → ABBYY FineReader Engine vs Nanonets OCR 2 (3B) → Mindee vs Nanonets OCR 2 (3B) → Nanonets OCR 2 (3B) vs Tesseract OCR → ABBYY FineReader Engine vs Mindee → ABBYY FineReader Engine vs Tesseract OCR → Mindee vs Tesseract OCR →