Two of fourteen models named Insightful first on the direct prompt; zero named Hubstaff. Both were named by all fourteen models and Insightful carries 41 labels and Hubstaff 44, so the shares are not directly comparable.
Named in two categories this edition.
Named in seven 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, Insightful and Hubstaff were named in the same answer sixty-three times, of the 107 answers naming Insightful and the 163 naming Hubstaff. In those answers Hubstaff took the first choice thirteen times and Insightful nine.
| 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.
“Others like Insightful (from $10/seat)... have caps or shift to paid quickly.” Grok 4.1 Fast · budget prompt · soft negative
“For most mid-sized B2B firms, I'd start with Insightful because it appears better aligned with operational productivity management” GPT-5.4 mini · paraphrase prompt · first choice
“### 1. Insightful — Productivity & Workforce Analytics Best for: Remote/hybrid teams needing actionable productivity insights” GLM 4.7 FlashX · comparative prompt · first choice
“Insightful (insightful.io) - Offers comprehensive workforce analytics with API access and detailed productivity metrics” MiniMax M2.5 · paraphrase 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.
“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
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.