Four of fourteen models named Deputy first on the direct prompt; zero named Connecteam. Both were named by all fourteen models and Deputy carries 35 labels and Connecteam 40, so the shares are not directly comparable.
Named in nine categories this edition.
Named in eighteen 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 time and attendance page.
Across every category in the November 2026 Edition, Deputy and Connecteam were named in the same answer 240 times, of the 401 answers naming Deputy and the 718 naming Connecteam. In those answers Connecteam took the first choice forty-seven times and Deputy forty-one.
| 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 |
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.
“Deputy offers the strongest overall combination of time tracking, attendance management, scheduling, and workforce controls” Claude Haiku 4.5 · comparative prompt · first choice
“Recommendation: Start with a trial of Deputy. It offers the broadest feature set for a mid-sized team” Qwen 3.7 Flash · direct prompt · first choice
No label in this category carried a quote.
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.