Zero of fourteen models named Zoho People first on the direct prompt; zero named Connecteam. Zoho People was named by twelve of the fourteen models and Connecteam by twelve and Zoho People carries 15 labels and Connecteam 19, so the shares are not directly comparable.
Named in sixteen categories this edition.
Named in nineteen 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 workforce management suites page.
Across every category in the October 2026 Edition, Zoho People and Connecteam were named in the same answer fifty-eight times, of the 286 answers naming Zoho People and the 578 naming Connecteam. In those answers Connecteam took the first choice ten times and Zoho People eighteen.
| 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. Two of two in this category shown.
“Suites to be cautious about: BambooHR, Zoho People ... often lack the heavy lifting required for true workforce management.” Qwen 3.7 Flash · negative prompt · soft negative
“The best workforce management software for a company with a limited budget is Zoho People, as it is considered the best for businesses on a budget” Llama 4 Maverick · budget 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.
“Small-business / lightweight tools like Homebase, When I Work, Connecteam, Deputy” Llama 4 Maverick · negative prompt · hard negative
“The mobile app can be slow or unreliable when clocking in, and leave management tools lack flexibility for complex rosters” Claude Haiku 4.5 · negative prompt · soft negative
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.