Document360 vs Help Scout Docs
Ten of fourteen models named Document360 first on the direct prompt; zero named Help Scout Docs. Document360 was named by fourteen of the fourteen models and Help Scout Docs by twelve and Document360 carries 43 labels and Help Scout Docs 26, so the shares are not directly comparable.
Named in two categories this edition.
By Help Scout, Boston, United States, founded 2011. 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 modelsHelp Scout Docs
Across every category in the November 2026 Edition, Document360 and Help Scout Docs were named in the same answer thirty-five times, of the 128 answers naming Document360 and the 56 naming Help Scout Docs. In those answers Help Scout Docs took the first choice four times and Document360 eleven.
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 Help Scout Docs first choice named as an alternative argued againstblank: not namedEach cell is one answer, Document360 on the left and Help Scout Docs on the right.The direct prompt
Document360 first, Help Scout Docs an alternative
10 of 14 modelsHelp Scout Docs 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 16Help Scout Docs10%#2 of 16Document36024%#1 of 14Help Scout Docs2%#8 of 14Document36018%#2 of 12Help Scout Docs0%#– 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 Help Scout Docs
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I'd recommend Help Scout as the best overall choice” GLM 4.7 FlashX · paraphrase prompt · first choice
“best if you need a customer-facing help center and want to keep things simple. It has a free option, but the free tier is limited.” GPT-5.4 mini · budget prompt · alternative
“Choose Help Scout if you want a clean, email-first shared inbox with strong team collaboration for a smaller support team.” Muse Glimmer 30B · paraphrase 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.