One of fourteen models named Microsoft SharePoint first on the direct prompt; two named Workvivo. Both were named by all fourteen models and both carry 38 labels, so the shares below are directly comparable.
Named in two categories this edition.
Named in two 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 October 2026 Edition, Microsoft SharePoint and Workvivo were named in the same answer sixty-eight times, of the 130 answers naming Microsoft SharePoint and the 167 naming Workvivo. In those answers Workvivo took the first choice four times and Microsoft SharePoint 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. Six of eight in this category shown.
“Desktop‑only experience • Slow load times ... Poor mobile UX • One‑way communication” GLM 4.7 FlashX · negative prompt · hard negative
“SharePoint-based custom intranets when your team needs a communications-led intranet rather than a document-management system, because they often require significant IT resources” Perplexity Sonar · negative prompt · soft negative
“Can be difficult to make user-friendly without significant investment in design and training. Often perceived as "clunky"” Qwen 3.7 Flash · comparative prompt · soft negative
“SharePoint "remains the leader in enterprise intranet platforms thanks to its exceptional versatility and deep integration with Microsoft 365 ecosystem"” Muse Glimmer 30B · comparative prompt · first choice
“For most mid-market B2B companies, Microsoft SharePoint is the top choice due to its integration with Microsoft 365 and scalability.” Mistral Small · direct prompt · first choice
“SharePoint communication sites give you a place for company news, policies, and other updates meant for everyone.” GPT-6 Luna · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Can be overwhelming for small businesses; some users report slow performance and laggy messaging” Kimi K2 · negative prompt · soft negative
“The noted downside is: Can be overwhelming for small businesses or non-tech savvy employees.” Muse Glimmer 30B · negative prompt · soft negative
“If I had to pick one default recommendation for most mid-market B2B firms, I'd say Workvivo.” GPT-5.4 mini · direct prompt · first choice
“Good candidates for your size typically include Simpplr, Workvivo, MangoApps, Interact, or Igloo” DeepSeek V4 Flash · scale prompt · first choice
“Start here if B2B tech-heavy: Simpplr or Workvivo (top G2 performers for mid-market).” Grok 4.1 Fast · 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.