# Toggl Track vs Connecteam: which do AI models recommend for time and attendance, September 2026

HR AI Recommendation Index, September 2026 Edition, Time and attendance. Zero of twelve models named Toggl Track first on the direct prompt; zero named Connecteam. Page: https://hr-ai-index.com/core/time-and-attendance/toggl-track-vs-connecteam/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Toggl Track | 10% | #5 of 15 | 0% | 10 | 7 of 12 |
| Connecteam | 8% | #6 of 15 | 5% | 21 | 12 of 12 |

## The direct prompt, model by model

- GPT-5.4 mini: neither first, one named (first choices: Rippling) (alternatives: ADP, Connecteam, Deel, Deputy, UKG Ready)
- DeepSeek V4 Flash: neither first, one named (first choices: Rippling, UKG Ready) (alternatives: BambooHR, Connecteam, Deputy, Paylocity)
- Claude Haiku 4.5: neither named
- Gemini 3.5 Flash: neither named (first choices: Rippling) (alternatives: ADP Workforce Now, BigTime, ClickTime, Deputy, Paycor)
- Perplexity Sonar: neither named (first choices: UKG Ready) (alternatives: ADP Workforce Now, Deputy, Rippling)
- Grok 4.1 Fast: neither named (first choices: Rippling) (alternatives: Paylocity, UKG Ready)
- Mistral Small: neither named (first choices: UKG Ready) (alternatives: BambooHR, Rippling)
- Llama 4 Maverick: neither named (first choices: UKG Ready)
- Qwen 3.7 Flash: neither named (first choices: Paylocity) (alternatives: Gusto, Harvest, Jibble, Replicon, Rippling)
- Kimi K2: neither named (first choices: Rippling) (alternatives: BambooHR, UKG Ready)
- GLM 4.7 FlashX: neither named (first choices: Rippling, UKG Ready) (alternatives: ADP Workforce Now, BambooHR, Dayforce)
- MiniMax M2.5: neither named (first choices: Paycor) (alternatives: Factorial)

## What the models said about Toggl Track

- "The Best All-Rounder: Toggl Track ... Toggl Track is the industry leader for a reason." (Qwen 3.7 Flash, paraphrase prompt, first choice)
- "I'd recommend Toggl Track as the top choice for employee time tracking software" (Grok 4.1 Fast, paraphrase prompt, first choice)
- "For most mid-sized B2B companies, I'd pick Toggl Track first" (GPT-5.4 mini, paraphrase prompt, first choice)

## What the models said about Connecteam

- "No phone support, disappointing integration list (only 4 options), API access locked behind premium plans." (GLM 4.7 FlashX, negative prompt, soft negative)
- "Connecteam is highly recommended for small teams, offering free access to time tracking and workforce tools for up to 10 employees" (Mistral Small, budget prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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.