Beekeeper vs MangoApps
Five of fourteen models named Beekeeper first on the direct prompt; zero named MangoApps. Beekeeper was named by thirteen of the fourteen models and MangoApps by seven and Beekeeper carries 34 labels and MangoApps 15, so the shares are not directly comparable.
Named in three 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 frontline employee apps page.
By framing
BeekeeperFirst choices, of fourteen modelsMangoApps
Across every category in the November 2026 Edition, Beekeeper and MangoApps were named in the same answer thirty times, of the 95 answers naming Beekeeper and the 75 naming MangoApps. In those answers MangoApps took the first choice three times and Beekeeper four.
Every model, every framing
| 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 | | |
Beekeeper MangoApps first choice named as an alternative argued againstblank: not namedEach cell is one answer, Beekeeper on the left and MangoApps on the right.The direct prompt
Beekeeper first, MangoApps an alternative
5 of 14 modelsMangoApps was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Beekeeper0%#7 of 11MangoApps—not namedBeekeeper11%#2 of 13MangoApps2%#6 of 13MangoApps10%#3 of 13Beekeeper4%#6 of 13What the models said about Beekeeper
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: Beekeeper (now owned by LumApps) and WorkJam, as they start at $799+/month” Kimi K2 · budget prompt · hard negative
“enterprise tools such as Staffbase, Blink, or Beekeeper, which commonly require custom quotes” Perplexity Sonar · budget prompt · soft negative
“Recently acquired by LumApps, integration ongoing” Kimi K2 · direct prompt · soft negative
“Choose Beekeeper / Blink / WorkJam / YOOBIC if you need mobile-first engagement, SOP/training delivery and two-way communication for deskless workers without corporate email.” Muse Glimmer 30B · comparative prompt · first choice
“For Operations + Comm Combined: *Connecteam*, *Beekeeper* (strong for shift management, workflows, and comms in one place).” Gemini 3.5 Flash · scale prompt · first choice
“Beekeeper: A mobile-first frontline success platform designed to connect deskless workers across various industries.” Llama 4 Maverick · direct prompt · first choice
What the models said about MangoApps
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“less frontline-focused but good for hybrid B2B” Grok 4.20 · direct prompt · soft negative
“Blink / MangoApps: Strong all-in-one platforms (HR + Comms + Scheduling). Good for replacing multiple silos.” Qwen 3.7 Flash · scale prompt · first choice
“Enterprise-grade frontline communication with full workflow depth across comms, operations, HR and learning on one platform.” Muse Glimmer 30B · comparative prompt · alternative
“Strong on backend integrations and avoiding "bolted-on" features; frequently shortlisted alongside WorkJam and Staffbase.” Grok 4.20 · 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.