Document360 vs Nuclino
Ten of fourteen models named Document360 first on the direct prompt; zero named Nuclino. Document360 was named by fourteen of the fourteen models and Nuclino by ten and Document360 carries 43 labels and Nuclino 13, so the shares are not directly comparable.
Named in two categories this edition.
founded 2016. 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 knowledge base and self-service page.
By framing
Document360First choices, of fourteen modelsNuclino
Across every category in the November 2026 Edition, Document360 and Nuclino were named in the same answer thirty times, of the 128 answers naming Document360 and the 46 naming Nuclino. In those answers Nuclino took the first choice two times and Document360 five.
Every model, every framing
| 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 | | |
Document360 Nuclino first choice named as an alternative argued againstblank: not namedEach cell is one answer, Document360 on the left and Nuclino on the right.The direct prompt
Document360 first, Nuclino not the choice
10 of 14 modelsNuclino was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 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
Document36010%#3 of 16Nuclino2%#11 of 16Document36024%#1 of 14Nuclino4%#7 of 14Document36018%#2 of 12Nuclino0%#– of 12What the models said about Document360
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Quote-only pricing (no published price)” GLM 4.7 FlashX · negative prompt · soft negative
“Highly rated for customer-facing teams... making it a strong choice for B2B companies focused on external knowledge bases.” Mistral Small · direct prompt · first choice
“Choose Document360 if you want the best dedicated knowledge base tool with maximum flexibility and content governance.” Gemini 3.5 Flash · paraphrase prompt · first choice
“The Best All-Rounder for Product Documentation Document360 ... Choose Document360 if your product is technical” Qwen 3.7 Flash · direct prompt · first choice
What the models said about Nuclino
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“For the tightest budgets, Notion, Nuclino, and BookStack are the most cost-effective choices” Mistral Small · budget prompt · first choice
“For the absolute best budget option, I'd suggest starting with Nuclino or ProProfs” MiniMax M2.5 · budget prompt · first choice
“Slite or Nuclino offer affordable paid plans that scale with your team.” Kimi K2 · 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.