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

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

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Jibble | 10% | #4 of 15 | 0% | 17 | 10 of 14 |
| Toggl Track | 8% | #7 of 15 | 0% | 13 | 10 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: neither first, one named (first choices: Factorial) (alternatives: BambooHR Time Tracking, Jibble, Paylocity, Synerion)
- Gemini 3.5 Flash: neither first, one named (first choices: Rippling) (alternatives: ADP Workforce Now, Everhour, Harvest, Jibble, TCP Software, TimeClock Plus)
- GPT-5.4 mini: neither named (first choices: ADP Workforce Now, UKG Ready) (alternatives: Paylocity, Rippling)
- Perplexity Sonar: neither named (first choices: Paylocity) (alternatives: Factorial, Paycor, QuickBooks Time, UKG Ready)
- Grok 4.1 Fast: neither named (first choices: Paylocity, UKG Ready) (alternatives: ADP Workforce Now, Buddy Punch, QuickBooks Time)
- Mistral Small: neither named (first choices: ADP Workforce Now) (alternatives: BambooHR Time Tracking, Paycor)
- DeepSeek V4 Flash: neither named (first choices: UKG Ready) (alternatives: ADP Workforce Now, Deputy, Paycom, QuickBooks Time)
- Llama 4 Maverick: neither named (alternatives: BambooHR Time Tracking, Humanity Time, Paycor)
- Qwen 3.7 Flash: neither named (first choices: Paylocity) (alternatives: Deputy, Replicon, UKG Pro)
- Kimi K2: neither named (first choices: Rippling) (alternatives: Connecteam, Deputy, Paylocity, UKG Ready)
- GLM 4.7 FlashX: neither named (first choices: Connecteam, Paylocity) (alternatives: BambooHR Time Tracking, Buddy Punch, Paycom, QuickBooks Time)
- MiniMax M2.5: neither named (first choices: ADP Workforce Now, Paylocity) (alternatives: Rippling, TimeCamp, UKG Pro)
- GPT-6 Luna: neither named (first choices: UKG Ready) (alternatives: ADP Workforce Now, Deputy, Paylocity)
- Muse Glimmer 30B: neither named (first choices: ADP Workforce Now) (alternatives: BambooHR Time Tracking, Calamari, Connecteam, UKG Pro / UKG Ready)

## What the models said about Jibble

- "For most budget-conscious businesses, Jibble offers the best combination of a genuinely free unlimited plan, robust attendance features, and a proven track record." (DeepSeek V4 Flash, budget prompt, first choice)
- "If you need zero cost and unlimited users with verification, Jibble and Clockify are the most commonly recommended." (Muse Glimmer 30B, budget prompt, first choice)
- "If you have a growing team and zero budget to spend on software, Jibble is the absolute best choice." (Gemini 3.5 Flash, budget prompt, first choice)

## What the models said about Toggl Track

- "Toggl Track is widely considered the most user-friendly tool on the market... Toggl Track is the easiest overlay tool to integrate." (Gemini 3.5 Flash, paraphrase prompt, first choice)
- "Toggl Track - a strong choice for mid-sized companies, especially professional services firms with 50-250 employees." (Llama 4 Maverick, paraphrase prompt, first choice)
- "I'd recommend Toggl Track as the primary choice" (DeepSeek V4 Flash, paraphrase prompt, first choice)

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.