Real ChatGPT answer · index seedXXVk7ICM5NwcompleteB2B software · AI and automation toolsinformational
What is the true cost of self-hosting Llama 3 for document parsing compared to using pay-as-you-go commercial extraction endpoints?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the true cost of self-hosting Llama 3 for document parsing compared to using pay-as-you-go commercial extraction endpoints?
3 real searches · 1 real-search pass
Llama 3 8B 70B inference GPU cloud hourly pricing 2026 H100 A100 L4Google ↗
OBSERVEDComparison
commercial document extraction API pricing per page Azure Document Intelligence Google Document AI AWS Textract 2026Google ↗
OBSERVEDComparison
Llama 3 document parsing benchmark OCR structured extraction self hosting costsGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Llama 3 8B 70B inference GPU cloud hourly pricing 2026 H100 A100 L4 Google ↗
commercial document extraction API pricing per page Azure Document Intelligence Google Document AI AWS Textract 2026 Google ↗
Llama 3 document parsing benchmark OCR structured extraction self hosting costs Google ↗
- Cost to Host Private LLM: Monthly GPU Math by Model Size · llmops.report
- LLM inference cost: self-hosted GPU vs API, per 1M tokens · cloudparity.io
- Textract Pricing Page · aws.amazon.com
- GitHub - openbenchmarks-labs/document-processing: Open, independent benchmark on document parsing APIs and frontier VLMs for AI agents and RAG: does a struck-out clause in a redlined contract PDF survive the parse? Open source code + open data. LlamaParse, Reducto, Datalab, Extend, Pulse, Mistral OCR, GPT-6 Astra, Claude Fable 5.1. · qgithub.com
- GitHub - openbenchmarks-labs/document-processing: Open, independent benchmark on document parsing APIs and frontier VLMs for AI agents and RAG: does a struck-out clause in a redlined contract PDF survive the parse? Open source code + open data. LlamaParse, Reducto, Datalab, Extend, Pulse, Mistral OCR, GPT-6 Astra, Claude Fable 5.1. · github.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Llama 3 8B 70B inference GPU cloud hourly pricing 2026 H100 A100 L4 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
commercial document extraction API pricing per page Azure Document Intelligence Google Document AI AWS Textract 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Llama 3 document parsing benchmark OCR structured extraction self hosting costs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |