Staffbase vs MangoApps
Two of fourteen models named Staffbase first on the direct prompt; zero named MangoApps. Staffbase was named by thirteen of the fourteen models and MangoApps by ten and Staffbase carries 32 labels and MangoApps 21, 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 frontline employee apps page.
By framing
StaffbaseFirst choices, of fourteen modelsMangoApps
Across every category in the October 2026 Edition, Staffbase and MangoApps were named in the same answer sixty-four times, of the 200 answers naming Staffbase and the 97 naming MangoApps. In those answers MangoApps took the first choice seven times and Staffbase seven.
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 4.1 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 | | | | |
Staffbase MangoApps first choice named as an alternative argued againstblank: not namedEach cell is one answer, Staffbase on the left and MangoApps on the right.The direct prompt
Staffbase first, MangoApps not the choice
2 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
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 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
Staffbase0%#8 of 10MangoApps0%#– of 10Staffbase35%#1 of 11MangoApps6%#3 of 11What the models said about Staffbase
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Avoid Staffbase and Workvivo on a tight budget” GPT-5.4 mini · budget prompt · hard negative
“Staffbase due to being designed for mid-market and enterprise and not suitable for small businesses” Llama 4 Maverick · negative prompt · soft negative
“No enterprise-grade frontline platforms like Blink, Staffbase, Workvivo, Simpplr offer a free tier” Muse Glimmer 30B · budget prompt · soft negative
“Choose Blink or Staffbase if your main problem is reaching deskless workers quickly.” Perplexity Sonar · comparative prompt · first choice
“my default pick would be Staffbase ... Best overall: Staffbase” GPT-5.4 mini · 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. One of one in this category shown.
“MangoApps | Enterprise mixed desk + frontline workforces | Unified super app with full workflow depth” GLM 4.7 FlashX · comparative 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.