Six of fourteen models named Simpplr first on the direct prompt; zero named Workvivo. Both were named by all fourteen models and Simpplr carries 51 labels and Workvivo 48, so the shares are not directly comparable.
Named in two categories 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, Simpplr and Workvivo were named in the same answer 108 times, of the 139 answers naming Simpplr and the 164 naming Workvivo. In those answers Workvivo took the first choice four times and Simpplr twenty.
| 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 seven in this category shown.
“Avoid: Enterprise tools like Simpplr, Workvivo, or Staffbase—they're powerful but often quote-only and expensive” Grok 4.20 · budget prompt · hard negative
“Avoid enterprise platforms like Workvivo, Simpplr, or Staffbase” DeepSeek V4 Flash · budget prompt · hard negative
“More expensive than Jostle or ThoughtFarmer; slower time-to-ROI; can be overkill for smaller mid-market orgs” DeepSeek V4 Flash · direct prompt · soft negative
“Best Overall: Simpplr — Consistently ranks highest in both user satisfaction and market presence for mid-sized companies.” MiniMax M2.5 · direct prompt · first choice
“Simpplr is frequently cited as the top choice for mid-market organizations looking to modernize internal communications.” Qwen 3.7 Flash · direct prompt · first choice
“A top choice for mid-market and enterprises wanting a modern, AI-first experience without heavy IT overhead.” DeepSeek V4 Flash · comparative 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.