Six of fourteen models named Deputy first on the direct prompt; zero named Homebase. Both were named by all fourteen models and Deputy carries 40 labels and Homebase 23, so the shares are not directly comparable.
Named in nine categories this edition.
Named in twelve 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 scheduling page.
Across every category in the November 2026 Edition, Deputy and Homebase were named in the same answer 202 times, of the 401 answers naming Deputy and the 382 naming Homebase. In those answers Homebase took the first choice sixty-three times and Deputy seventeen.
| 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. Three of three in this category shown.
“Multiple reviewers report "zero customer service"... the platform has stagnated—features haven't kept up with competitors despite increasing prices.” DeepSeek V4 Flash · negative prompt · soft negative
“my default pick is Deputy for a mid-market company that wants scheduling without replacing its HR/payroll system” GPT-6 Luna · direct prompt · first choice
“Deputy (*Best Overall*) ... a market leader for mid-sized businesses needing robust workforce management” Gemini 3.5 Flash · paraphrase 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.