Zero of fourteen models named Hubstaff first on the direct prompt; one named Time Doctor. Both were named by all fourteen models and Hubstaff carries 44 labels and Time Doctor 31, so the shares are not directly comparable.
Named in seven categories this edition.
Named in four 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 employee monitoring page.
Across every category in the October 2026 Edition, Hubstaff and Time Doctor were named in the same answer seventy-six times, of the 163 answers naming Hubstaff and the 91 naming Time Doctor. In those answers Time Doctor took the first choice two times and Hubstaff fifteen.
| 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. Four of five in this category shown.
“Frequently cited in privacy complaints for requiring installation on work devices with tracking capabilities” GLM 4.7 FlashX · negative prompt · hard negative
“If your budget is tight, Hubstaff is probably the best starting point for most small and mid-sized companies.” GPT-5.4 mini · budget prompt · first choice
“If you want the best overall value on a limited budget, pick Hubstaff.” Perplexity Sonar · budget prompt · first choice
“### 1. Hubstaff - Best for: Time tracking and payroll integration” MiniMax M2.5 · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Screenshots, keystroke logging, video capture, website/app monitoring” Kimi K2 · negative prompt · hard negative
“ActivTrak and Time Doctor being the most cited for B2B growth companies” Muse Glimmer 30B · direct prompt · first choice
“Time Doctor is a close second, especially for companies needing integrated time tracking and payroll features” Mistral Small · direct prompt · alternative
“Time Doctor if your team needs detailed reports on productivity, goals, and project timelines” Perplexity Sonar · direct prompt · alternative
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.