Zero of fourteen models named Homebase first on the direct prompt; zero named Deputy. Homebase was named by twelve of the fourteen models and Deputy by fourteen and Homebase carries 19 labels and Deputy 28, so the shares are not directly comparable.
Named in eighteen categories this edition.
Named in ten 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, Homebase and Deputy were named in the same answer 143 times, of the 412 answers naming Homebase and the 280 naming Deputy. In those answers Deputy took the first choice eleven times and Homebase fifty-six.
| 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.
“Small-business / lightweight tools like Homebase, When I Work, Connecteam, Deputy, and similar SMB-first tools” Llama 4 Maverick · negative prompt · hard negative
“Homebase is 100% negative, 4 of 4 labels negative” Muse Glimmer 30B · negative prompt · hard negative
“This is an affordable workforce management solution for small businesses ... with a free plan that makes it especially attractive” Claude Haiku 4.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Small-business / lightweight tools like Homebase, When I Work, Connecteam, Deputy, and similar SMB-first tools” Llama 4 Maverick · negative prompt · hard negative
“Great for very small teams, but they often hit "walls" when trying to integrate with larger ERP or Payroll ecosystems.” Qwen 3.7 Flash · negative prompt · soft negative
“if looking for the strongest all-around fit for a mid-sized operation, I recommend Deputy.” Qwen 3.7 Flash · paraphrase 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.