Nine of fourteen models named ActivTrak first on the direct prompt; zero named DeskTime. ActivTrak was named by fourteen of the fourteen models and DeskTime by eleven and ActivTrak carries 51 labels and DeskTime 18, so the shares are not directly comparable.
Named in three categories this edition.
Named in one category 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, ActivTrak and DeskTime were named in the same answer twenty-nine times, of the 151 answers naming ActivTrak and the 42 naming DeskTime. In those answers DeskTime took the first choice one time and ActivTrak seven.
| 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. Five of six in this category shown.
“Screen monitoring, "bossware" classification in research” Kimi K2 · negative prompt · hard negative
“Some expensive tools (like ActivTrak) require a minimum purchase of 5 licenses (billed annually) even for the lowest tier.” GLM 4.7 FlashX · budget prompt · soft negative
“A commonly mentioned less intrusive alternative is ActivTrak, described as offering "real-time activity monitoring without keystroke logging..."” Muse Glimmer 30B · negative prompt · first choice
“Start with ActivTrak for the overall organization if you need to understand productivity trends, but avoid it for sales teams.” Qwen 3.7 Flash · direct prompt · first choice
“ActivTrak is the top recommendation due to its robust analytics, ease of use, and focus on actionable insights” Mistral Small · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“DeskTime being the cheapest option at around $3.50” Claude Haiku 4.5 · budget prompt · first choice
“Affordable at ~$6.42/user/month (billed annually)... but no robust free plan for ongoing use.” Grok 4.1 Fast · budget prompt · alternative
“DeskTime / ActivTrak if you want more productivity analytics and are okay paying more.” GPT-5.4 mini · budget 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.