Two of fourteen models named 15Five first on the direct prompt; zero named Teamflect. 15Five was named by fourteen of the fourteen models and Teamflect by seven and 15Five carries 50 labels and Teamflect 11, so the shares are not directly comparable.
Named in ten categories this edition.
Named in seven 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 performance management page.
| 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 three in this category shown.
“Steer clear of Lattice/15Five/BambooHR if budget-tight” Grok 4.1 Fast · budget prompt · hard negative
“Both platforms are well-suited for mid-market B2B companies... 15Five excelling in employee engagement and regular feedback” Mistral Small · direct prompt · first choice
“Start here: Demo Lattice or 15Five—they dominate mid-market lists and suit B2B workflows.” Grok 4.1 Fast · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“While not highly rated overall, some specific concerns include: Limited functionality” GLM 4.7 FlashX · negative prompt · soft negative
“For the absolute lowest budget, Effy AI, Zoho People, Teamflect, or Leapsome's free plans are excellent starting points.” Mistral Small · budget prompt · first choice
“If you have 10 or fewer users and want a no-cost solution: Start with Teamflect, Profit.co, or Leapsome.” GLM 4.7 FlashX · budget 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.