# Apploye vs Time Doctor: which do AI models recommend for employee monitoring, October 2026

HR AI Recommendation Index, October 2026 Edition, Employee monitoring. Zero of fourteen models named Apploye first on the direct prompt; one named Time Doctor. Page: https://hr-ai-index.com/planning/employee-monitoring/apploye-vs-time-doctor/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Apploye | 12% | #3 of 7 | 9% | 11 | 10 of 14 |
| Time Doctor | 2% | #7 of 7 | 23% | 31 | 14 of 14 |

## The direct prompt, model by model

- Muse Glimmer 30B: time doctor first (first choices: ActivTrak, Time Doctor) (alternatives: E-Monitor, Hubstaff, Insightful)
- Gemini 3.5 Flash: neither first, one named (first choices: ActivTrak) (alternatives: Insightful, Teramind, Time Doctor)
- Perplexity Sonar: neither first, one named (first choices: Insightful) (alternatives: ActivTrak, Hubstaff, Teramind, Time Doctor)
- Grok 4.1 Fast: neither first, one named (first choices: Insightful) (alternatives: ActivTrak, Teramind, Time Doctor, WebWork Time Tracker)
- Mistral Small: neither first, one named (first choices: ActivTrak) (alternatives: Insightful, Time Doctor)
- DeepSeek V4 Flash: neither first, one named (first choices: ActivTrak) (alternatives: Hubstaff, Teramind, Time Doctor)
- Kimi K2: neither first, one named (first choices: ActivTrak) (alternatives: Hubstaff, Teramind, Time Doctor)
- MiniMax M2.5: neither first, one named (first choices: E-Monitor) (alternatives: ActivTrak, Insightful, Time Doctor)
- Claude Haiku 4.5: neither named (first choices: eMonitor) (alternatives: ActivTrak, Hubstaff, Insightful, Teramind)
- GPT-5.4 mini: neither named (first choices: ActivTrak) (alternatives: Hubstaff, Teramind)
- Llama 4 Maverick: neither named
- Qwen 3.7 Flash: neither named (first choices: ActivTrak) (alternatives: Google Workplace Insights, HubSpot Insights, Hubstaff, Microsoft Viva Insights, Salesforce Activity Monitoring, Teramind)
- GLM 4.7 FlashX: neither named (first choices: ActivTrak) (alternatives: Controlio, Hubstaff, Insightful, Teramind)
- GPT-6 Luna: neither named (first choices: ActivTrak) (alternatives: Insightful, Teramind)

## What the models said about Apploye

- "Specific Platforms to Be Cautious About ... Apploye" (Gemini 3.5 Flash, negative prompt, soft negative)
- "For most budget-conscious small businesses, Apploye or DeskTime offer the best combination of affordability and essential monitoring features." (Claude Haiku 4.5, budget prompt, first choice)
- "The best employee monitoring tool for a company with a limited budget is Apploye, which is considered the best budget-friendly option for small teams." (Llama 4 Maverick, budget prompt, first choice)
- "Offers the lowest starting price among many options, and its free plan covers up to 10 users, making it ideal for very small teams or startups." (Mistral Small, budget prompt, first choice)

## What the models said about Time Doctor

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.