Six of fourteen models named Document360 first on the direct prompt; one named Notion. Document360 was named by thirteen of the fourteen models and Notion by thirteen and Document360 carries 35 labels and Notion 50, so the shares are not directly comparable.
Named in one category this edition.
Named in four categories 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 IT documentation page.
Across every category in the October 2026 Edition, Document360 and Notion were named in the same answer seventy-two times, of the 101 answers naming Document360 and the 171 naming Notion. In those answers Notion took the first choice ten times and Document360 nine.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| 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. Four of five in this category shown.
“Red flag: Free tier discontinued — this is a warning sign of pricing instability” Kimi K2 · negative prompt · hard negative
“Document360 suits technical writers, product teams, and customer support teams at mid-size to enterprise SaaS companies that need a dedicated platform for structured knowledge base and process documentation.” Claude Haiku 4.5 · direct prompt · first choice
“1. Document360 - a dedicated knowledge base and documentation platform for creating, organizing, publishing, and maintaining technical, product, customer, and internal documentation.” Llama 4 Maverick · direct prompt · first choice
“I'd recommend Document360 if your priority is a structured, scalable knowledge and documentation hub” Perplexity Sonar · paraphrase prompt · first choice
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 for enterprise IT due to potential sprawl and compliance gaps.” Grok 4.1 Fast · negative prompt · hard negative
“They lack the rigorous version control, strict IT governance, and relational asset linking needed for technical infrastructure” Gemini 3.5 Flash · direct prompt · soft negative
“Avoid or proceed cautiously for: Large enterprises, strict compliance environments, mission-critical IT docs” Qwen 3.7 Flash · negative prompt · soft negative
“The Best All-Rounder (Free Tier): Notion ... widely considered the best choice for startups and small teams.” Qwen 3.7 Flash · budget prompt · first choice
“The best IT documentation platform for a company with a limited budget is likely to be Notion” Llama 4 Maverick · budget prompt · first choice
“Document360 and Notion are frequently cited as the best choices” Mistral Small · direct 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.