Docsumo vs Google Document AI
One of fourteen models named Docsumo first on the direct prompt; zero named Google Document AI. Docsumo was named by twelve of the fourteen models and Google Document AI by thirteen and Docsumo carries 25 labels and Google Document AI 29, so the shares are not directly comparable.
Named in one category this edition.
Google Document AI
accepted challengerNamed in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the intelligent document processing page.
By framing
DocsumoFirst choices, of fourteen modelsGoogle Document AIAcross every category in the November 2026 Edition, Docsumo and Google Document AI were named in the same answer forty times, of the 78 answers naming Docsumo and the 92 naming Google Document AI. In those answers Google Document AI took the first choice one time and Docsumo eighteen.
Every model, every framing
| Model | DirectGD | ParaphraseGD | ComparativeGD | Budget-constrainedGD | Scale-constrainedGD | NegativeGD |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | GD | ||||
| GPT-5.4 mini | GD | |||||
| Gemini 3.5 Flash | GD | GD | GD | GD | GD | |
| Perplexity Sonar | | GD | GD | |||
| Grok 4.20 | | | GD | |||
| Mistral Small | GD | |||||
| DeepSeek V4 Flash | | GD | ||||
| Llama 4 Maverick | | GD | ||||
| Qwen 3.7 Flash | GD | GD | GD | |||
| Kimi K2 | | GD | ||||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | | ||||
| GPT-6 Luna | GD | GD | ||||
| Muse Glimmer 30B | GD |
DocsumoGD Google Document AI first choice named as an alternative argued againstblank: not namedEach cell is one answer, Docsumo on the left and Google Document AI on the right.The direct prompt
Docsumo first, Google Document AI not the choice
1 of 14 modelsGoogle Document AI was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
8 of 14 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
Docsumo29%#2 of 12Docsumo10%#3 of 13Docsumo0%#– of 11What the models said about Docsumo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Best Overall for Mid-Sized B2B ... Docsumo is best for SMBs in lending and insurance, offering solid, structured document extraction.” Claude Haiku 4.5 · paraphrase prompt · first choice
“for strict budget constraints, cloud APIs and platforms like Lido or Docsumo offer the best value” Claude Haiku 4.5 · budget prompt · first choice
“Start with Nanonets or Docsumo's free tier to test on your actual documents” Kimi K2 · budget prompt · first choice
What the models said about Google Document AI
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid if you do not have a dedicated DevOps team to maintain the code.” Qwen 3.7 Flash · negative prompt · hard negative
“Google Document AI, Amazon Textract, and Azure Document Intelligence can provide strong extraction, but you may need to build validation, exception queues... They are risky choices” Perplexity Sonar · negative prompt · soft negative
“Basic cloud extraction engines (e.g., basic AWS Textract, Google Document AI base models, Azure AI Document Intelligence).” Gemini 3.5 Flash · negative prompt · soft negative
“"I have a developer" | Amazon Textract or Google Document AI | Rawest price per page ($0.0015). No markup.” Qwen 3.7 Flash · budget prompt · first choice
“such as Azure AI Document Intelligence, Google Document AI, or Nanonets” Llama 4 Maverick · budget prompt · first choice
“For more technical users, Google Document AI offers a pay-as-you-go model with transparent pricing.” Mistral Small · budget prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.