Toggl Track vs Connecteam
Zero of twelve models named Toggl Track first on the direct prompt; zero named Connecteam. Toggl Track was named by seven of the twelve models and Connecteam by twelve and Toggl Track carries 10 labels and Connecteam 21, so the shares are not directly comparable.
Named in one category this edition.
Named in seventeen categories this edition.
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; every quote names the model and the prompt it came from. Both figures come from the time and attendance page.
By framing
Toggl TrackFirst choices, of twelve modelsConnecteam
Every model, every framing
| 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 | | |
Toggl Track Connecteam first choice named as an alternative argued againstblank: not namedEach cell is one answer, Toggl Track on the left and Connecteam on the right.The direct prompt
Neither was the first choice, one was named
2 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
10 of 12 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Toggl Track9%#6 of 12Connecteam9%#5 of 12Toggl Track10%#5 of 15Connecteam8%#6 of 15Toggl Track0%#– of 10Connecteam0%#10 of 10What the models said about Toggl Track
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“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
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.