Intelligent document processing · October 2026 Edition
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 fourteen of the fourteen models and Google Document AI by twelve and both carry 23 labels, so the shares below are directly comparable.
Named in two categories this edition.
Google Document AI
accepted challengerNamed in one category this edition.
First-choice share6%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%13%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#4A position in a field of 11; printed, not drawn.
Labels2323Equal, which is what makes the shares comparable.
The two percentage rows are drawn on one 0 to 100 track, Docsumo reading right to left. Rank and label count are printed, not drawn.Rossum was named alongside these two in eleven of the fourteen direct answers. Nanonets vs Docsumo · Nanonets vs Google Document AI · Rossum vs Docsumo
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
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
DocsumoFirst choices, of fourteen modelsGoogle Document AIDirect10
Paraphrase10
Comparative001 against Google Document AI
Budget-constrained131 against Docsumo
Scale-constrained00
Negative002 against Google Document AI
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the October 2026 Edition, Docsumo and Google Document AI were named in the same answer twenty-seven times, of the 74 answers naming Docsumo and the 78 naming Google Document AI. In those answers Google Document AI took the first choice one time and Docsumo five.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Docsumo and Google Document AI stood in it.
| 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 | ||
| Perplexity Sonar | | |||||
| Grok 4.1 Fast | GD | | GD | |||
| Mistral Small | ||||||
| DeepSeek V4 Flash | | GD | GD | GD | ||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | GD | |||||
| Kimi K2 | | |||||
| GLM 4.7 FlashX | | GD | ||||
| MiniMax M2.5 | | GD | ||||
| GPT-6 Luna | GD | 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
The plain question, one answer per model, grouped by where Docsumo and Google Document AI stood in it.
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.DeepSeek V4 FlashDocsumo, Nanonets alternatives: ABBYY Vantage, Rossum
Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashNanonets alternatives: Affinda, Docsumo, Rossum
Grok 4.1 FastABBYY Vantage alternatives: Amazon Textract, Google Document AI, Rossum, UiPath Document Understanding
MiniMax M2.5no first choice alternatives: ABBYY Vantage, Amazon Textract, Automation Anywhere, Azure AI Document Intelligence, Docsumo, UiPath Document Understanding
GPT-6 LunaABBYY Vantage alternatives: Azure AI Document Intelligence, Google Document AI
Neither was named
9 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Nanonets alternatives: ABBYY Vantage, Amazon Textract, Rossum
GPT-5.4 miniRossum alternatives: ABBYY Vantage, Automation Anywhere, Hyperscience Hypercell, UiPath Document Understanding
Perplexity SonarNanonets alternatives: ABBYY Vantage, Automation Anywhere, Rossum, UiPath Document Understanding
Mistral SmallRossum, UiPath Document Understanding alternatives: Flowwright, Nanonets, OpenText Intelligent Document Processing
Llama 4 MaverickNanonets
Qwen 3.7 FlashRossum alternatives: Nanonets, UiPath Document Understanding
Kimi K2Nanonets alternatives: ABBYY Vantage, Rossum, UiPath Document Understanding
GLM 4.7 FlashXNanonets alternatives: DigiParser, Rossum
Muse Glimmer 30BRossum alternatives: Doxis AI.dp, Klippa DocHorizon, Nanonets
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Docsumo leads by fourteen points.
Docsumo22%#1 of 14Google Document AI8%#4 of 14
The full small business standing →Mid-marketThe figures above
Level: the same share of first choices.
Docsumo6%#3 of 11Google Document AI6%#4 of 11
The full mid-market standing →Enterprise
Level: the same share of first choices.
Docsumo0%#– of 10Google Document AI0%#8 of 10
The full enterprise standing →What the models said about Docsumo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Worth testing, but get a quote before committing: Docsumo. ... production pricing is custom and setup fees may apply.” GPT-6 Luna · budget prompt · soft negative
“Parseur (free plan → $39/month Pro) or Docsumo (14-day free trial → $299/month Business) are the best starting points.” GLM 4.7 FlashX · budget prompt · first choice
“For most mid-market B2B companies, Nanonets or Docsumo offer the best balance” DeepSeek V4 Flash · direct prompt · first choice
“Start with Nanonets or Docsumo if you want fast time-to-value and manageable costs” Kimi K2 · paraphrase 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 seven in this category shown.
“center on managed analysis APIs, so buyers assemble most of the operational queue, review, routing, and export application around them” Claude Haiku 4.5 · comparative prompt · soft negative
“Users report pricing issues that hinder adoption for smaller businesses; costs can escalate unpredictably” DeepSeek V4 Flash · negative prompt · soft negative
“Google Cloud Document AI” Gemini 3.5 Flash · negative prompt · soft negative
“My practical pick: Google Document AI if you want a strong cloud-native option with a free tier and transparent usage pricing.” GPT-5.4 mini · budget prompt · first choice
“Go with Google Cloud Document AI or Azure AI Document Intelligence. Their free tiers are highly generous” Gemini 3.5 Flash · budget prompt · first choice
“I would suggest starting with Google Cloud Document AI or Amazon Textract” MiniMax M2.5 · budget prompt · first choice
Also compared
Nanonets vs DocsumoNanonets vs Google Document AIRossum vs DocsumoRossum vs Google Document AIDocsumo vs UiPath Document UnderstandingDocsumo vs Amazon TextractDocsumo vs ABBYY VantageGoogle Document AI vs UiPath Document UnderstandingGoogle Document AI vs Amazon TextractGoogle Document AI vs ABBYY VantageAll twenty-one head-to-head pages and the full document processing standing
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.