Nine of fourteen models named Connecteam first on the direct prompt; two named Staffbase. Connecteam was named by fourteen of the fourteen models and Staffbase by thirteen and Connecteam carries 58 labels and Staffbase 32, so the shares are not directly comparable.
Named in nineteen 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 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.
Across every category in the October 2026 Edition, Connecteam and Staffbase were named in the same answer eighty-three times, of the 578 answers naming Connecteam and the 200 naming Staffbase. In those answers Staffbase took the first choice twelve times and Connecteam thirty.
| 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.
“Connecteam bundles everything—shift scheduling, GPS time-clock tracking, task checklists, HR files, and instant chat—into a single, highly intuitive mobile app” Gemini 3.5 Flash · comparative prompt · first choice
“Connecteam (free tier up to 10 users, then ~$29/month for up to 30) is widely cited as the best value for SMBs with large frontline teams.” GLM 4.7 FlashX · budget prompt · first choice
“If you need operations + communication: Connecteam offers the best value with its all-in-one approach and transparent pricing.” Kimi K2 · direct prompt · first choice
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
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.