Zero of fourteen models named 15Five Engage first on the direct prompt; zero named Microsoft Viva Glint. 15Five Engage was named by thirteen of the fourteen models and Microsoft Viva Glint by eight and 15Five Engage carries 28 labels and Microsoft Viva Glint 10, so the shares are not directly comparable.
Named in one category 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 employee engagement surveys page.
Across every category in the October 2026 Edition, 15Five Engage and Microsoft Viva Glint were named in the same answer twelve times, of the 82 answers naming 15Five Engage and the 52 naming Microsoft Viva Glint. In those answers Microsoft Viva Glint took the first choice three times and 15Five Engage one.
| 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. Three of four in this category shown.
“I'd recommend starting with Leapsome or 15Five” MiniMax M2.5 · paraphrase prompt · first choice
“Best low-cost dedicated option: 15Five Engage.” GPT-6 Luna · budget prompt · first choice
“Start with Culture Amp or 15Five:” Kimi K2 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Culture Amp and Glint are the most popular for mid-market companies like yours” Mistral Small · scale prompt · first choice
“The ideal enterprise choice for organizations heavily embedded in the Microsoft 365 ecosystem.” Gemini 3.5 Flash · comparative prompt · alternative
“If you're heavily invested in Microsoft 365 \u2192 consider Microsoft Viva Glint.” DeepSeek V4 Flash · direct 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.