Real ChatGPT answer · index seedub8Cg8gBtKEcompleteB2B software · AI and automation toolsinformational
Is it cheaper to build a custom document parsing pipeline using open source models or subscribe to a specialized commercial extraction API?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it cheaper to build a custom document parsing pipeline using open source models or subscribe to a specialized commercial extraction API?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 document extraction API pricing AWS Textract Google Document AI Azure AI Document Intelligence pricing per page Google ↗
open source document parsing models OCR layout extraction self hosted pricing Docling PaddleOCR marker 2026 Google ↗
- Textract Pricing Page · aws.amazon.com
- Document AI pricing · cloud.google.com
- PaddleOCR vs EasyOCR, Tesseract, Docling, MinerU (2026) · paddleocr.dev
- GitHub project · github.com
- GitHub project · github.com
- Website · aws.amazon.com
- Website · cloud.google.com
- Website · azure.microsoft.com
- Website · unstructured.io
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 document extraction API pricing AWS Textract Google Document AI Azure AI Document Intelligence pricing per page OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
open source document parsing models OCR layout extraction self hosted pricing Docling PaddleOCR marker 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |