IT documentation · November 2026 Edition
Freshservice vs Notion
Zero of fourteen models named Freshservice first on the direct prompt; zero named Notion. Freshservice was named by twelve of the fourteen models and Notion by thirteen and Freshservice carries 18 labels and Notion 41, so the shares are not directly comparable.
Named in ten categories this edition.
Named in six categories this edition.
First-choice share9%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%32%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#7A position in a field of 15; printed, not drawn.
Labels1841A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Freshservice reading right to left. Rank and label count are printed, not drawn.Confluence was named alongside these two in fourteen of the fourteen direct answers. Hudu vs Freshservice · Hudu vs Notion · Confluence vs Freshservice
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
FreshserviceFirst choices, of fourteen modelsNotion
Direct00
Paraphrase50
Comparative01
Budget-constrained012 against Notion
Scale-constrained002 against Notion
Negative009 against Notion
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Freshservice and Notion stood in it.
| 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 | | | | | |
Freshservice Notion first choice named as an alternative argued againstblank: not namedEach cell is one answer, Freshservice on the left and Notion on the right.The direct prompt
The plain question, one answer per model, grouped by where Freshservice and Notion stood in it.
Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarHudu alternatives: Confluence, Document360, Freshservice, SharePoint
Grok 4.20Confluence alternatives: GitBook, Hudu, IT Glue, Notion
Mistral SmallConfluence, Document360 alternatives: Freshservice, GitBook, IT Glue, Mintlify
DeepSeek V4 FlashConfluence, Hudu alternatives: Document360, Notion
Llama 4 MaverickConfluence alternatives: Document360, Freshservice, GitBook
Kimi K2Confluence alternatives: Document360, Notion
MiniMax M2.5Document360 alternatives: Confluence, Freshservice, GitBook, Hudu
Muse Glimmer 30BConfluence alternatives: Document360, Freshservice, Notion
Neither was named
6 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Confluence, Hudu alternatives: Document360, Tettra
GPT-5.4 miniConfluence alternatives: Document360, Guru, IT Glue
Gemini 3.5 FlashHudu alternatives: Confluence, Document360, GitBook, IT Glue, Scribe, Tango
Qwen 3.7 FlashHudu alternatives: Confluence, Guidde, Scribe
GLM 4.7 FlashXDocument360 alternatives: Confluence, GitBook
GPT-6 LunaHudu alternatives: Confluence, IT Glue, SharePoint
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
Notion leads by fifteen points.
Notion15%#3 of 14Freshservice0%#– of 14Mid-marketThe figures above
The order flips: Freshservice leads at mid-market.
Freshservice9%#4 of 15Notion2%#7 of 15Enterprise
The order flips: Notion leads at enterprise.
Notion2%#11 of 15Freshservice0%#12 of 15What the models said about Freshservice
No label in this category carried a quote.
What the models said about Notion
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“the platforms to most often avoid or scrutinize heavily are: - Consumer-first note apps that get stretched into a wiki, such as Notion or similar tools” Muse Glimmer 30B · negative prompt · hard negative
“Generic Wikis (Confluence, Notion, MediaWiki, Dokuwiki) - Why to avoid: These are widely criticized as "considered harmful"” GLM 4.7 FlashX · negative prompt · hard negative
“frequently recommended to avoid or scrutinize heavily for enterprise IT documentation needs” Mistral Small · negative prompt · hard negative
“Need an internal IT wiki for broad collaboration? → Confluence or Notion” GPT-5.4 mini · comparative prompt · first choice
“For a company with a limited budget, Notion is the best default choice” Perplexity Sonar · budget prompt · first choice
Also compared
Hudu vs FreshserviceHudu vs NotionConfluence vs FreshserviceConfluence vs NotionBookStack vs FreshserviceBookStack vs NotionFreshservice vs IT GlueFreshservice vs Document360Freshservice vs ONES WikiIT Glue vs NotionDocument360 vs NotionNotion vs ONES WikiAll twenty-eight head-to-head pages and the full IT documentation 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.