CAP Lawsuit Summarization

Cost Calculator

Estimate processing costs for your document volume.

Your Documents

NYC Law Dept provides ~5-10K per dump
Typical complaints: 10-30 pages
Total Pages
75,000

Estimated Cost

Total Cost
$237
@ $0.00316/page
Processing Time
~2 hours
with 50 parallel workers
Cost per Document
$0.047
Cost per 1,000 Pages
$3.16
Throughput
~65K pages/hr

How It Works

📄
PDF
👁️
Qwen3 VL OCR
🧠
Llama 4 Scout
📊
LELU Data

Two-Step Pipeline: Each page is first processed by Qwen3 VL (vision model) to extract text, then Llama 4 Scout extracts structured LELU fields from the combined text.

Parallel Processing: Documents are processed concurrently. With 50 parallel workers, a batch of 5,000 documents (~75K pages) completes in approximately 2 hours.

Notes

  • Costs are based on AWS Bedrock API pricing (pay per use, no infrastructure needed)
  • Actual costs may vary slightly based on document complexity and page size
  • Processing time assumes 50 concurrent API requests; can be scaled up or down
  • Cost estimates based on actual test results: $0.00316 per page average