Four of twelve models named Beekeeper first on the direct prompt; zero named MangoApps. Beekeeper was named by nine of the twelve models and MangoApps by nine and Beekeeper carries 24 labels and MangoApps 11, so the shares are not 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 twelve 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 frontline employee apps page.
Across every category in the September 2026 Edition, Beekeeper and MangoApps were named in the same answer twenty-one times, of the 67 answers naming Beekeeper and the 79 naming MangoApps. In those answers MangoApps took the first choice three times and Beekeeper three.
| 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 |
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. Four of five in this category shown.
“giants like Beekeeper or Staffbase often require five-figure annual minimums and custom quotes” Gemini 3.5 Flash · budget prompt · soft negative
“1. Beekeeper - a frontline-specific communications platform designed to connect non-desk workers” Llama 4 Maverick · direct prompt · first choice
“Choose Blink or Beekeeper if your main problem is frontline communication.” Perplexity Sonar · comparative prompt · first choice
“Beekeeper excels in multilingual support and operational communications” MiniMax M2.5 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“My Top Recommendation: MangoApps or Skedulo” MiniMax M2.5 · paraphrase prompt · first choice
“Unified platform for mixed desk + frontline staff with HR/learning integration | MangoApps” GLM 4.7 FlashX · comparative 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.