One of fourteen models named Microsoft SharePoint first on the direct prompt; zero named Workvivo. Both were named by all fourteen models and Microsoft SharePoint carries 52 labels and Workvivo 48, so the shares are not directly comparable.
Named in one category this edition.
Named in three 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 internal communications and intranet page.
Across every category in the November 2026 Edition, Microsoft SharePoint and Workvivo were named in the same answer eighty-eight times, of the 148 answers naming Microsoft SharePoint and the 164 naming Workvivo. In those answers Workvivo took the first choice eight times and Microsoft SharePoint fourteen.
| 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. Six of eight in this category shown.
“SharePoint (especially as a standalone intranet) ... many organizations find it challenging to use it as a full intranet platform” Mistral Small · negative prompt · hard negative
“This is probably the biggest one to be cautious about... for most mid-sized organizations, it "falls short day to day."” DeepSeek V4 Flash · negative prompt · hard negative
“avoid Jive, LumApps, Interact, SharePoint (for new implementations without significant investment)” GLM 4.7 FlashX · negative prompt · hard negative
“The default choice for organizations deeply invested in the Microsoft 365 ecosystem... starting with SharePoint + Viva Connections offers the lowest incremental software cost.” Gemini 3.5 Flash · comparative prompt · first choice
“For most small-to-medium businesses on a budget, leveraging existing Microsoft 365 or Google Workspace licenses is often the most practical starting point.” Claude Haiku 4.5 · budget prompt · first choice
“Stick with Google Sites or SharePoint first—you can launch a effective intranet in a few days with zero software outlay.” Gemini 3.5 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Avoid enterprise platforms like Workvivo, Simpplr, or Staffbase” DeepSeek V4 Flash · budget prompt · hard negative
“Avoid: Enterprise tools like Simpplr, Workvivo, or Staffbase” Grok 4.20 · budget prompt · hard negative
“$20,000+ one-time cost — may be pricey for smaller mid-market companies; more geared toward larger orgs” DeepSeek V4 Flash · direct prompt · soft negative
“Safer Alternatives to Consider... Workvivo, Simpplr, Happeo, Staffbase — built with security-first architecture” Kimi K2 · negative prompt · first choice
“Better Alternatives ... Workvivo | 4.8/5 | Social feed, mobile-friendly for frontline, strong engagement” GLM 4.7 FlashX · negative prompt · first choice
“Prefer modern, cloud-native options with strong track records: Simpplr, Workvivo, LumApps” Grok 4.20 · negative 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.