One of fourteen models named Docsumo first on the direct prompt; zero named Parseur. Docsumo was named by twelve of the fourteen models and Parseur by eight and Docsumo carries 25 labels and Parseur 10, so the shares are not directly comparable.
Named in one category this edition.
Named 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.
Across every category in the November 2026 Edition, Docsumo and Parseur were named in the same answer thirty-four times, of the 78 answers naming Docsumo and the 45 naming Parseur. In those answers Parseur took the first choice five times and Docsumo thirteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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.
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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Proceed with caution only if your document inputs are perfectly standardized” Qwen 3.7 Flash · negative prompt · soft negative
“Parseur is the most predictable low-cost self-serve option with a free 20-page/mo tier and public pricing.” Muse Glimmer 30B · budget prompt · first choice
“Parseur is a practical mid-market choice for fast, no-code PDF/email extraction” Perplexity Sonar · paraphrase prompt · first choice
“I'd suggest starting with Nanonets (free plan) or Parseur (low-cost entry)” Kimi K2 · paraphrase prompt · first choice
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.