Google Cloud Document AI
Shares rank 7 of 11 OCR models by recommenders
Google's cloud service for extracting data from business documents, recommended for OCR quality and speed. People say it works well in simple pipelines but poorly in conversation.
Google's cloud service for extracting data from business documents, recommended for OCR quality and speed. People say it works well in simple pipelines but poorly in conversation.
7 people gave an opinion
- recommend it
- 6
- criticize it
- 1
- approval share
- 86%
Recommended in 5 of 13 months
- November 2025: recommended
- December 2025: not recommended
- January 2026: not recommended
- February 2026: not recommended
- March 2026: not recommended
- April 2026: not recommended
- May 2026: recommended
- June 2026: recommended
- July 2026: not recommended
- August 2026: recommended
- September 2026: recommended
- October 2026: not recommended
- November 2026: not recommended (month in progress)
Why it doesn’t carry the badge
- 6 people recommend itNeeds 10 or more, not met.
- 6 recommenders for every criticNeeds 2 to 1 or better, met.
- Recommended in 5 of 13 monthsNeeds 4 or more, met.
The same three rules apply to every product, and the badge can’t be bought. How the badge works
What people say about it
The reasons people give, with the number of comments that give each one. Open a reason to read what they said.
Why people recommend it
Each mark is one comment
Better OCR quality and speed
“document ai and its ocr capabilities are probably better when it comes to business documents than any other”
Comment from 30 Sep 2026 in “Gemini 4 Argon” “probably better in quality and speed”
Comment from 13 Aug 2026 in “Mistral OCR 4.1”
What people warn about
Each mark is one comment
Poor in conversational use
“Document.AI is unusable bad in a conversation style, but really good when wired up to a simple pipeline”
Comment from 26 May 2026 in “The User Is Visibly Frustrated”
Other OCR models people recommend
The four most recommended other OCR models, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.
| Product | Recommend | Criticize | Approval | Months | Owned | Badge |
|---|---|---|---|---|---|---|
| Mistral OCR | 69 | 40 | 63% | 12 | — | — |
| PaddleOCR | 19 | 4 | 83% | 8 | — | Approved |
| GLM-OCR | 16 | 4 | 80% | 7 | — | Approved |
| DeepSeek-OCR | 12 | 4 | 75% | 9 | — | Approved |
| Google Cloud Document AIThis page | 6 | 1 | 86% | 5 | — | — |
What people said
6 of the 8 comments that mention it, newest first. Each links to the original comment.
“document ai and its ocr capabilities are probably better when it comes to business documents than any other”
“probably better in quality and speed”
“We've been quite impressed with GCP Document AI.”
“Document.AI is unusable bad in a conversation style, but really good when wired up to a simple pipeline”
“Stil no new processor version for document ai that is so weird”
“Google's Vertex API for document processing absolutely does bounding boxes.”
Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.