Jibble vs Toggl Track
Zero of fourteen models named Jibble first on the direct prompt; zero named Toggl Track. Jibble was named by ten of the fourteen models and Toggl Track by ten and Jibble carries 17 labels and Toggl Track 13, so the shares are not directly comparable.
Named in four categories this edition.
Named in three 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 time and attendance page.
By framing
JibbleFirst choices, of fourteen modelsToggl Track
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 | | | ||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | |
Jibble Toggl Track first choice named as an alternative argued againstblank: not namedEach cell is one answer, Jibble on the left and Toggl Track on the right.The direct prompt
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
12 of 14 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
What the models said about Jibble
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“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
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.